CN105095915A - Information processing method and information processing apparatus, terminal - Google Patents
Information processing method and information processing apparatus, terminal Download PDFInfo
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Abstract
The present invention discloses an information processing method and an information processing apparatus, and a terminal. The method includes the steps as follows: acquiring an image library to be classified; classifying images in the image library to be classified according to first image features so as to acquire a classification result, wherein, the classification result at least includes one image, the first image features are figure image features, and the figure image features include the number of the figures in the image, and face features and/or clothing features of the figures in the image; and outputting the classification result.
Description
Technical field
The present invention relates to electronic technology, particularly relate to a kind of information processing method and device, terminal.
Background technology
The group technology of picture in current media library as photo has a lot, and such as picture can be classified according to file or time or size or classification or file name etc.; These sorting techniques are eaily in some cases; but in ensuing situation; sorting technique mentioned above is implacable; 500 photos captured in 1 year may all be placed on below identical file folder by user; in these 500 photos; same scene has a lot of photos usually; 25 photos are such as had to be take Tian An-men bar each month in 1 year; so how user can find out these 25 photos from the photo of these vastnesses, and existing photo classification method can not realize.
In addition, usually adopt the time of taking pictures or the place of taking pictures as the foundation of photo classification in mobile terminal, user, when checking photo, can only select the photo in same time or same place to check.Along with the disappearance of time, user does not remember clearly the when and where of taking pictures at that time, and the number of pictures of shooting and people all a lot of time just very random, user is difficult to the photo found required for oneself.Such as, a lot of people goes to and plays somewhere, taken a lot of photo, have the double photograph of single photograph and many people group photo also have landscape according to etc., by existing photo in the mode of time, place classification, be difficult to find fast from a large amount of photo the photo oneself wanted.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of information processing method and device, terminal for solving in prior art at least one problem of existing, can classify, thus promote Consumer's Experience according to the character features in image.
The technical scheme of the embodiment of the present invention is achieved in that
First aspect, a kind of information processing method that the embodiment of the present invention provides, described method comprises:
Obtain image library to be sorted;
According to the first characteristics of image, the image in described image library to be sorted is classified, obtain classification results, in described classification results, at least comprise an image;
Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises;
Export described classification results.
Second aspect, a kind of signal conditioning package that the embodiment of the present invention provides, described device comprises the first acquiring unit, the first taxon and output unit, wherein:
Described first acquiring unit, for obtaining image library to be sorted;
Described first taxon, for classifying to the image in described image library to be sorted according to the first characteristics of image, obtains classification results, at least comprises an image in described classification results;
Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises;
Described output unit, for exporting described classification results.
The third aspect, a kind of terminal that the embodiment of the present invention provides, described terminal comprises display screen and processor, wherein:
Described processor, for obtaining image library to be sorted; According to the first characteristics of image, the image in described image library to be sorted is classified, obtain classification results, in described classification results, at least comprise an image; Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises; Described classification results is outputted to described display screen;
Described display screen, for showing described classification results.
The information processing method that the embodiment of the present invention provides and device, terminal, wherein, obtain image library to be sorted; According to the first characteristics of image, the image in described image library to be sorted is classified, obtain classification results, in described classification results, at least comprise an image; Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises; Export described classification results; So, can classify according to character features in image, thus promote Consumer's Experience.
Accompanying drawing explanation
Fig. 1-1 is for realizing the hardware configuration schematic diagram of the mobile terminal of each embodiment of the present invention;
Fig. 1-2 is the wireless communication system schematic diagram of mobile terminal as Figure 1-1;
Fig. 1-3 is the realization flow schematic diagram of the embodiment of the present invention one image processing method;
Fig. 1-4 is the classification results schematic diagram in the embodiment of the present invention one scene;
Fig. 2 is the realization flow schematic diagram of the embodiment of the present invention two information processing method;
Fig. 3 is the realization flow schematic diagram of the embodiment of the present invention three information processing method;
Fig. 4-1 is the composition structural representation one of signal conditioning package in the embodiment of the present invention four;
Fig. 4-2 is the composition structural representation two of signal conditioning package in the embodiment of the present invention four;
Fig. 4-3 is the composition structural representation three of signal conditioning package in the embodiment of the present invention four;
Fig. 5 is the composition structural representation of the embodiment of the present invention five terminal.
Embodiment
Should be appreciated that specific embodiment described herein only in order to explain technical scheme of the present invention, the protection domain be not intended to limit the present invention.
The mobile terminal realizing each embodiment of the present invention is described referring now to accompanying drawing.In follow-up description, use the suffix of such as " module ", " parts " or " unit " for representing element only in order to be conducive to explanation of the present invention, itself is specific meaning not.Therefore, " module " and " parts " can mixedly use.
Mobile terminal can be implemented in a variety of manners.Such as, the terminal described in the present invention can comprise the such as mobile terminal of mobile phone, smart phone, notebook computer, digit broadcasting receiver, PDA (personal digital assistant), PAD (panel computer), PMP (portable media player), guider etc. and the fixed terminal of such as digital TV, desk-top computer etc.Below, suppose that terminal is mobile terminal.But it will be appreciated by those skilled in the art that except the element except being used in particular for mobile object, structure according to the embodiment of the present invention also can be applied to the terminal of fixed type.
Fig. 1-1 is for realizing the hardware configuration signal of the mobile terminal of each embodiment of the present invention, as Figure 1-1, mobile terminal 100 can comprise wireless communication unit 110, A/V (audio/video) input block 120, user input unit 130, sensing cell 140, output unit 150, storer 160, interface unit 170, controller 180 and power supply unit 190 etc.Fig. 1-1 shows the mobile terminal with various assembly, it should be understood that, does not require to implement all assemblies illustrated.Can alternatively implement more or less assembly.Will be discussed in more detail below the element of mobile terminal.
Wireless communication unit 110 generally includes one or more assembly, and it allows the wireless communication between mobile terminal 100 and wireless communication system or network.Such as, wireless communication unit can comprise at least one in broadcast reception module 111, mobile communication module 112, wireless Internet module 113, short range communication module 114 and positional information module 115.
Broadcast reception module 111 via broadcast channel from external broadcasting management server receiving broadcast signal and/or broadcast related information.Broadcast channel can comprise satellite channel and/or terrestrial channel.Broadcast management server can be generate and send the server of broadcast singal and/or broadcast related information or the broadcast singal generated before receiving and/or broadcast related information and send it to the server of terminal.Broadcast singal can comprise TV broadcast singal, radio signals, data broadcasting signal etc.And broadcast singal may further include the broadcast singal combined with TV or radio signals.Broadcast related information also can provide via mobile communications network, and in this case, broadcast related information can be received by mobile communication module 112.Broadcast singal can exist in a variety of manners, such as, it can exist with the form of the electronic service guidebooks (ESG) of the electronic program guides of DMB (DMB) (EPG), digital video broadcast-handheld (DVB-H) etc.Broadcast reception module 111 can by using the broadcast of various types of broadcast system Received signal strength.Especially, broadcast reception module 111 can by using such as multimedia broadcasting-ground (DMB-T), DMB-satellite (DMB-S), digital video broadcasting-hand-held (DVB-H), forward link media (MediaFLO
) Radio Data System, received terrestrial digital broadcasting integrated service (ISDB-T) etc. digit broadcasting system receive digital broadcasting.Broadcast reception module 111 can be constructed to be applicable to providing the various broadcast system of broadcast singal and above-mentioned digit broadcasting system.The broadcast singal received via broadcast reception module 111 and/or broadcast related information can be stored in storer 160 (or storage medium of other type).
Radio signal is sent at least one in base station (such as, access point, Node B etc.), exterior terminal and server and/or receives radio signals from it by mobile communication module 112.Various types of data that such radio signal can comprise voice call signal, video calling signal or send according to text and/or Multimedia Message and/or receive.
Wireless Internet module 113 supports the Wi-Fi (Wireless Internet Access) of mobile terminal.This module can be inner or be externally couple to terminal.Wi-Fi (Wireless Internet Access) technology involved by this module can comprise WLAN (WLAN) (Wi-Fi), Wibro (WiMAX), Wimax (worldwide interoperability for microwave access), HSDPA (high-speed downlink packet access) etc.
Short range communication module 114 is the modules for supporting junction service.Some examples of short-range communication technology comprise bluetooth
tM, radio-frequency (RF) identification (RFID), Infrared Data Association (IrDA), ultra broadband (UWB), purple honeybee
tMetc..
Positional information module 115 is the modules of positional information for checking or obtain mobile terminal.The typical case of positional information module is GPS (GPS).According to current technology, GPS module 115 calculates from the range information of three or more satellite and correct time information and for the Information application triangulation calculated, thus calculates three-dimensional current location information according to longitude, latitude and pin-point accuracy.Current, the method for calculating position and temporal information uses three satellites and by using the error of the position that goes out of an other satellite correction calculation and temporal information.In addition, GPS module 115 can carry out computing velocity information by Continuous plus current location information in real time.
A/V input block 120 is for audio reception or vision signal.A/V input block 120 can comprise camera 121 and microphone 1220, and the view data of camera 121 to the still image obtained by image capture apparatus in Video Capture pattern or image capture mode or video processes.Picture frame after process may be displayed on display unit 151.Picture frame after camera 121 processes can be stored in storer 160 (or other storage medium) or via wireless communication unit 110 and send, and can provide two or more cameras 121 according to the structure of mobile terminal.Such acoustic processing can via microphones sound (voice data) in telephone calling model, logging mode, speech recognition mode etc. operational mode, and can be voice data by microphone 122.Audio frequency (voice) data after process can be converted to the formatted output that can be sent to mobile communication base station via mobile communication module 112 when telephone calling model.Microphone 122 can be implemented various types of noise and eliminate (or suppress) algorithm and receiving and sending to eliminate (or suppression) noise or interference that produce in the process of sound signal.
User input unit 130 can generate key input data to control the various operations of mobile terminal according to the order of user's input.User input unit 130 allows user to input various types of information, and keyboard, the young sheet of pot, touch pad (such as, detecting the touch-sensitive assembly of the change of the resistance, pressure, electric capacity etc. that cause owing to being touched), roller, rocking bar etc. can be comprised.Especially, when touch pad is superimposed upon on display unit 151 as a layer, touch-screen can be formed.
Sensing cell 140 detects the current state of mobile terminal 100, (such as, mobile terminal 100 open or close state), the position of mobile terminal 100, user for mobile terminal 100 contact (namely, touch input) presence or absence, the orientation of mobile terminal 100, the acceleration or deceleration of mobile terminal 100 move and direction etc., and generate order or the signal of the operation for controlling mobile terminal 100.Such as, when mobile terminal 100 is embodied as sliding-type mobile phone, sensing cell 140 can sense this sliding-type phone and open or close.In addition, whether whether sensing cell 140 can detect power supply unit 190 provides electric power or interface unit 170 to couple with external device (ED).Sensing cell 140 can comprise proximity transducer 141 and will be described this in conjunction with touch-screen below.
Interface unit 170 is used as at least one external device (ED) and is connected the interface that can pass through with mobile terminal 100.Such as, external device (ED) can comprise wired or wireless head-band earphone port, external power source (or battery charger) port, wired or wireless FPDP, memory card port, for connecting the port, audio frequency I/O (I/O) port, video i/o port, ear port etc. of the device with identification module.Identification module can be that storage uses the various information of mobile terminal 100 for authentication of users and can comprise subscriber identification module (UIM), client identification module (SIM), Universal Subscriber identification module (USIM) etc.In addition, the device (hereinafter referred to " recognition device ") with identification module can take the form of smart card, and therefore, recognition device can be connected with mobile terminal 100 via port or other coupling arrangement.Interface unit 170 may be used for receive from external device (ED) input (such as, data message, electric power etc.) and the input received be transferred to the one or more element in mobile terminal 100 or may be used for transmitting data between mobile terminal and external device (ED).
In addition, when mobile terminal 100 is connected with external base, interface unit 170 can be used as to allow by it electric power to be provided to the path of mobile terminal 100 from base or can be used as the path that allows to be transferred to mobile terminal by it from the various command signals of base input.The various command signal inputted from base or electric power can be used as and identify whether mobile terminal is arranged on the signal base exactly.Output unit 150 is constructed to provide output signal (such as, sound signal, vision signal, alarm signal, vibration signal etc.) with vision, audio frequency and/or tactile manner.Output unit 150 can comprise display unit 151, dio Output Modules 152, alarm unit 153 etc.
Display unit 151 may be displayed on the information of process in mobile terminal 100.Such as, when mobile terminal 100 is in telephone calling model, display unit 151 can show with call or other communicate (such as, text messaging, multimedia file are downloaded etc.) be correlated with user interface (UI) or graphic user interface (GUI).When mobile terminal 100 is in video calling pattern or image capture mode, display unit 151 can the image of display capture and/or the image of reception, UI or GUI that video or image and correlation function are shown etc.
Meanwhile, when display unit 151 and touch pad as a layer superposed on one another to form touch-screen time, display unit 151 can be used as input media and output unit.Display unit 151 can comprise at least one in liquid crystal display (LCD), thin film transistor (TFT) LCD (TFT-LCD), Organic Light Emitting Diode (OLED) display, flexible display, three-dimensional (3D) display etc.Some in these displays can be constructed to transparence and watch from outside to allow user, and this can be called transparent display, and typical transparent display can be such as TOLED (transparent organic light emitting diode) display etc.According to the specific embodiment wanted, mobile terminal 100 can comprise two or more display units (or other display device), such as, mobile terminal can comprise outernal display unit (not shown) and inner display unit (not shown).Touch-screen can be used for detecting touch input pressure and touch input position and touch and inputs area.
When dio Output Modules 152 can be under the isotypes such as call signal receiving mode, call mode, logging mode, speech recognition mode, broadcast reception mode at mobile terminal, voice data convert audio signals that is that wireless communication unit 110 is received or that store in storer 160 and exporting as sound.And dio Output Modules 152 can provide the audio frequency relevant to the specific function that mobile terminal 100 performs to export (such as, call signal receives sound, message sink sound etc.).Dio Output Modules 152 can comprise loudspeaker, hummer etc.
Alarm unit 153 can provide and export that event informed to mobile terminal 100.Typical event can comprise calling reception, message sink, key signals input, touch input etc.Except audio or video exports, alarm unit 153 can provide in a different manner and export with the generation of notification event.Such as, alarm unit 153 can provide output with the form of vibration, when receive calling, message or some other enter communication (incomingcommunication) time, alarm unit 153 can provide sense of touch to export (that is, vibrating) to notify to user.By providing such sense of touch to export, even if when the mobile phone of user is in the pocket of user, user also can identify the generation of various event.Alarm unit 153 also can provide the output of the generation of notification event via display unit 151 or dio Output Modules 152.
Storer 160 software program that can store process and the control operation performed by controller 180 etc., or temporarily can store oneself through exporting the data (such as, telephone directory, message, still image, video etc.) that maybe will export.And, storer 160 can store about when touch be applied to touch-screen time the vibration of various modes that exports and the data of sound signal.
Storer 160 can comprise the storage medium of at least one type, described storage medium comprises flash memory, hard disk, multimedia card, card-type storer (such as, SD or DX storer etc.), random access storage device (RAM), static random-access memory (SRAM), ROM (read-only memory) (ROM), Electrically Erasable Read Only Memory (EEPROM), programmable read only memory (PROM), magnetic storage, disk, CD etc.And mobile terminal 100 can be connected the memory function of execute store 160 network storage device with by network cooperates.
Controller 180 controls the overall operation of mobile terminal usually.Such as, controller 180 performs the control relevant to voice call, data communication, video calling etc. and process.In addition, controller 180 can comprise for reproducing or the multi-media module 181 of multimedia playback data, and multi-media module 181 can be configured in controller 180, or can be configured to be separated with controller 180.Controller 180 can pattern recognition process, so that the handwriting input performed on the touchscreen or Image Rendering input are identified as character or image.
Power supply unit 190 receives external power or internal power and provides each element of operation and the suitable electric power needed for assembly under the control of controller 180.
Various embodiment described herein can to use such as computer software, the computer-readable medium of hardware or its any combination implements.For hardware implementation, embodiment described herein can by using application-specific IC (ASIC), digital signal processor (DSP), digital signal processing device (DSPD), programmable logic device (PLD), field programmable gate array (FPGA), processor, controller, microcontroller, microprocessor, being designed at least one performed in the electronic unit of function described herein and implementing, in some cases, such embodiment can be implemented in controller 180.For implement software, the embodiment of such as process or function can be implemented with allowing the independent software module performing at least one function or operation.Software code can be implemented by the software application (or program) write with any suitable programming language, and software code can be stored in storer 160 and to be performed by controller 180.
So far, oneself is through the mobile terminal according to its functional description.Below, for the sake of brevity, by the slide type mobile terminal that describes in various types of mobile terminals of such as folded form, board-type, oscillating-type, slide type mobile terminal etc. exemplarily.Therefore, the present invention can be applied to the mobile terminal of any type, and is not limited to slide type mobile terminal.
Mobile terminal 100 as shown in Fig. 1-1 can be constructed to utilize and send the such as wired and wireless communication system of data via frame or grouping and satellite-based communication system operates.
Describe wherein according to the communication system that mobile terminal of the present invention can operate referring now to Fig. 1-2.
Such communication system can use different air interfaces and/or Physical layer.Such as, the air interface used by communication system comprises such as frequency division multiple access (FDMA), time division multiple access (TDMA) (TDMA), CDMA (CDMA) and universal mobile telecommunications system (UMTS) (especially, Long Term Evolution (LTE)), global system for mobile communications (GSM) etc.As non-limiting example, description below relates to cdma communication system, but such instruction is equally applicable to the system of other type.
With reference to Fig. 1-2, cdma wireless communication system can comprise multiple mobile terminal 100, multiple base station (BS) 270, base station controller (BSC) 275 and mobile switching centre (MSC) 280.MSC280 is constructed to form interface with Public Switched Telephony Network (PSTN) 290.MSC280 is also constructed to form interface with the BSC275 that can be couple to base station 270 via back haul link.Back haul link can construct according to any one in some interfaces that oneself knows, described interface comprises such as E1/T1, ATM, IP, PPP, frame relay, HDSL, ADSL or xDSL.Will be appreciated that system as shown in figs. 1-2 can comprise multiple BSC275.
Each BS270 can serve one or more subregion (or region), by multidirectional antenna or point to specific direction each subregion of antenna cover radially away from BS270.Or each subregion can by two or more antenna covers for diversity reception.Each BS270 can be constructed to support multiple parallel compensate, and each parallel compensate has specific frequency spectrum (such as, 1.25MHz, 5MHz etc.).
Subregion can be called as CDMA Channel with intersecting of parallel compensate.BS270 also can be called as base station transceiver subsystem (BTS) or other equivalent terms.Under these circumstances, term " base station " may be used for broadly representing single BSC275 and at least one BS270.Base station also can be called as " cellular station ".Or each subregion of particular B S270 can be called as multiple cellular station.
As shown in figs. 1-2, broadcast singal is sent to the mobile terminal 100 at operate within systems by broadcsting transmitter (BT) 295.Broadcast reception module 111 as shown in Fig. 1-1 is arranged on mobile terminal 100 and sentences the broadcast singal receiving and sent by BT295.In Fig. 1-2, show several GPS (GPS) satellite 300.Satellite 300 helps at least one in the multiple mobile terminal 100 in location.
In Fig. 1-2, depict multiple satellite 300, but understand, the satellite of any number can be utilized to obtain useful locating information.GPS module 115 as shown in Fig. 1-1 is constructed to coordinate to obtain the locating information wanted with satellite 300 usually.Substitute GPS tracking technique or outside GPS tracking technique, can use can other technology of position of tracking mobile terminal.In addition, at least one gps satellite 300 optionally or extraly can process satellite dmb transmission.
As a typical operation of wireless communication system, BS270 receives the reverse link signal from various mobile terminal 100.Mobile terminal 100 participates in call usually, information receiving and transmitting communicates with other type.Each reverse link signal that certain base station 270 receives is processed by particular B S270.The data obtained are forwarded to relevant BSC275.BSC provides call Resourse Distribute and comprises the mobile management function of coordination of the soft switching process between BS270.The data received also are routed to MSC280 by BSC275, and it is provided for the extra route service forming interface with PSTN290.Similarly, PSTN290 and MSC280 forms interface, and MSC and BSC275 forms interface, and BSC275 correspondingly control BS270 so that forward link signals is sent to mobile terminal 100.
Below in conjunction with the drawings and specific embodiments, the technical solution of the present invention is further elaborated.
Embodiment one
Based on above-mentioned mobile terminal hardware configuration and communication system, each embodiment of the inventive method is proposed.The embodiment of the present invention provides a kind of image processing method, the method is applied to terminal, the function that the method realizes can be realized by the processor calling program code in terminal, certain program code can be kept in computer-readable storage medium, visible, this terminal at least comprises processor and storage medium.
Fig. 1-3 is the realization flow schematic diagram of the embodiment of the present invention one information processing method, and as Figure 1-3, this information processing method comprises:
Step S101, obtains image library to be sorted;
Here, described image library to be sorted is the image of terminal storage, the photo that described image can utilize the image acquisition units of self to take as camera for terminal, described image also can for the picture that terminal obtains from other equipment as network, the picture that terminal such as, store is that server sends over, or download from network.
Here, described image library to be sorted can be the image library without rough handling of terminal taking, also the image library of rough handling can be through, wherein, rough handling comprises processing mode much common in prior art, such as image compressed, beautify, change the process such as form, certainly processing mode specific to the present embodiment is also comprised, such as, carry out rough handling according to the first rule to described image library to be sorted, wherein said first rule refers to image in described image library to be sorted all within the time period of presetting.
Step S102, classifies to the image in described image library to be sorted according to the first characteristics of image, obtains classification results, at least comprises an image in described classification results;
Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises;
Here, described facial characteristics can adopt the feature of conventional face recognition algorithms identification face, and described apparel characteristic comprises the information such as the type of the clothes that personage wears and the color of clothes; Wherein the type of clothes comprises the type of suit, jacket, lower dress, shoes and cap, and wherein jacket comprises cotta, long sleeves, overcoat, vest, vest etc., and lower dress comprises trousers, pants; Shoes comprise high-heeled shoes, sport footwear, walking shoes and boots etc., and wherein the color of clothes comprises redness, green, blueness, yellow, pattern, black, grey etc., and wherein pattern refers to the color together that multiple color mixes.
Step S103, exports described classification results.
Here, described classification results is exported to the display of described terminal by the processor of described terminal, and described display shows described classification results.
The technical scheme that the embodiment of the present invention provides may be used for scene below, ABC tri-people go to and play somewhere, take a lot of photo, the double photograph of single photograph and many people group photo is had to also have landscape to shine, by existing photo in the mode of time, place classification, be difficult to find fast from a large amount of photo the photo oneself wanted.Everyone is not quite similar in dressing, by clothing color, style and in picture the information such as proportion identify.
Such as: A, B, C tri-people wears red respectively, yellow, blue garment is travelled outdoors together, a large amount of photo has been taken with a mobile phone, there is single photograph, double photograph, many people are shone according to also having landscape, by to facial characteristics, clothing color, style and in picture the information such as proportion identify, clear classification can be carried out to captured photo, as Figure 1-4, red wearing, yellow, the A of blue garment, B, C tri-people is placed on different file respectively, group photo is placed on separately a file, as A and B takes a group photo a file, B and C file, A and C file, ABC large group photo file, landscape or other then independent files.If the single of A has other passerbys according in background, red clothes proportion in picture that so A wears is greater than passerby, and the position in picture is also comparatively placed in the middle, can by determining whether the single photograph of A like this.Use this kind of sorting technique, just can find the photo of someone fast, avoid manual screening loaded down with trivial details and consuming time in all a large amount of photos from the beginning to the end.As can be seen from scene of the present invention: the present invention can make user be providing convenience property of user at mobile terminal when inquiring about picture, and do not need user carry out manual build file folder according to pictorial information and classify to picture, save the storage space of terminal, in addition, have simple to operate, use characteristic flexibly.
In the embodiment of the present invention, obtain image library to be sorted; According to the first characteristics of image, the image in described image library to be sorted is classified, obtain classification results, in described classification results, at least comprise an image; Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises; Export described classification results; So, can classify according to character features in image, thus promote Consumer's Experience.
Embodiment two
Based on above-mentioned mobile terminal hardware configuration and communication system, each embodiment of the inventive method is proposed.The embodiment of the present invention provides a kind of image processing method, the method is applied to terminal, the function that the method realizes can be realized by the processor calling program code in terminal, certain program code can be kept in computer-readable storage medium, visible, this terminal at least comprises processor and storage medium.
Fig. 2 is the realization flow schematic diagram of the embodiment of the present invention two information processing method, and as shown in Figure 2, this information processing method comprises:
Step S200, carries out preliminary classification according to the first rule to image in described original image storehouse, obtains image library to be sorted;
Here, described original image storehouse can be the photo without classification, the photo that such as terminal utilizes image acquisition units to take.Described first rule refers to image in described image library to be sorted all within the time period of presetting.Wherein, the time period scope preset is to sort out same place or all photos on the same day or within the scope of a period of time, the timestamp information of the image in the image library to be sorted that such step S200 obtains is within the time period of presetting, in the process of specific implementation, can sort to image in original image storehouse according to the sequencing of timestamp information, then the time interval of two photos is less than the photo classification of predetermined threshold value together, namely obtains image library to be sorted.Wherein, two photos can be two photos adjacent on timestamp information, also can be timestamp photos the earliest and the photo except timestamp photo the earliest; Timestamp information can be the time of photograph taking.When have in two photos one for timestamp information photo the earliest time, time threshold can 24 hours.If two photos are not taken on the same day, the spot for photography so probably on these two photos and the object of shooting are all different, and so these two photos just should not be categorized as same class.In embodiments of the present invention, described time threshold can adopt default setting, also can be arranged by user.
Step S101, obtains image library to be sorted;
Here, described image library to be sorted is the image of terminal storage, the photo that described image can utilize the image acquisition units of self to take as camera for terminal, described image also can for the picture that terminal obtains from other equipment as network, the picture that terminal such as, store is that server sends over, or download from network.
Here, described image library to be sorted can be the image library without rough handling of terminal taking, also the image library of rough handling can be through, wherein, rough handling comprises processing mode much common in prior art, such as image compressed, beautify, change the process such as form, certainly processing mode specific to the present embodiment is also comprised, such as, carry out rough handling according to the first rule to described image library to be sorted, wherein said first rule refers to image in described image library to be sorted all within the time period of presetting.
Step S102, classifies to the image in described image library to be sorted according to the first characteristics of image, obtains classification results, at least comprises an image in described classification results;
Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises;
Here, described facial characteristics can adopt the feature of conventional face recognition algorithms identification face, and described apparel characteristic comprises the information such as the type of the clothes that personage wears and the color of clothes; Wherein the type of clothes comprises the type of suit, jacket, lower dress, shoes and cap, and wherein jacket comprises cotta, long sleeves, overcoat, vest, vest etc., and lower dress comprises trousers, pants; Shoes comprise high-heeled shoes, sport footwear, walking shoes and boots etc., and wherein the color of clothes comprises redness, green, blueness, yellow, pattern, black, grey etc., and wherein pattern refers to the color together that multiple color mixes.
Step S103, exports described classification results.
Here, described classification results is exported to the display of described terminal by the processor of described terminal, and described display shows described classification results.
The technical scheme that the embodiment of the present invention provides may be used for scene below, ABC tri-people go to and spend a holiday, wherein play a whole day respectively in these two places of f1, f2,500 photos have been taken altogether these two days the insides, the double photograph of single photograph and many people group photo is had to also have landscape to shine, by existing photo in the mode of time, place classification, be difficult to find fast from a large amount of photo the photo oneself wanted.In order to distinguish A, B, C tri-photo of people fast, first these 500 photos being sorted according to the sequencing of shooting time, and the photo that first day is taken is classified as a class, being the first image library to be sorted; The photo that second day takes is classified as a class, i.e. the second image library to be sorted.Then, classify to the image in the first image library to be sorted or the second image library to be sorted according to the method shown in Fig. 1-3, classification results exports the most at last.
Embodiment three
Based on above-mentioned mobile terminal hardware configuration and communication system, each embodiment of the inventive method is proposed.The embodiment of the present invention provides a kind of image processing method, the method is applied to terminal, the function that the method realizes can be realized by the processor calling program code in terminal, certain program code can be kept in computer-readable storage medium, visible, this terminal at least comprises processor and storage medium.
Fig. 3 is the realization flow schematic diagram of the embodiment of the present invention three information processing method, and as shown in Figure 3, this information processing method comprises:
Step S301, obtains image library to be sorted;
Step S302, analyzes the image in image library to be sorted according to the first characteristics of image;
Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises;
Step S303, the personage's number comprised according to described image carries out first order classification to the image in described image library to be sorted, obtains first order classification results;
Wherein, personage's number that described first order classification results comprises in image is respectively N number of classification results, described N be more than or equal to 0 integer.
Step S304, carries out second level classification according to the facial characteristics of personage in image and/or apparel characteristic to first order classification results, obtains second level classification results;
Here, in described step S304, according to the facial characteristics of personage in image and/or apparel characteristic, second level classification is carried out to first order classification results, comprise: according to the facial characteristics of personage in image, second level classification is carried out to first order classification results, or, according to the apparel characteristic of personage in image, second level classification is carried out to first order classification results, or according to the facial characteristics of personage in image and apparel characteristic, second level classification is carried out to first order classification results.
Step 305, exports second level classification results.
Here, described second level classification results is exported to the display of described terminal by the processor of described terminal, and described display shows described second level classification results.
In the embodiment of the present invention, first order classification results is the result that the personage's number comprised according to the image in the first characteristics of image carries out classifying, second level classification results carries out the result of classifying according to the facial characteristics of personage in the image in the first characteristics of image and/or apparel characteristic, those skilled in the art is to be understood that, first order classification results also can be first carry out the result of classifying according to the facial characteristics of personage and/or apparel characteristic, and second level classification results also can be the result that personage's number that image comprises carries out classifying.
In the embodiment of the present invention, step S303 and step S304 is in the process of specific implementation, there is certain similarity, unlike, step S303 is different with the input of step S304, and the input of step S303 is the result of step S302, and the input of step S304 is the result of step S303, but be similar in the process of step S303 and step S304 process, below for step S303, be described.Step S303, the described personage's number comprised according to described image carries out first order classification to the image in described image library to be sorted, obtains first order classification results, comprising:
Step S331, obtains the image in described image library to be sorted, extracts personage's number that described in the image in described image library to be sorted, image comprises;
Step S332, obtains personage's number that image described in the first image comprises;
Here, described first image is any image in described image library to be sorted,
Step S333, judges to obtain the first judged result by the personage's number matches whether personage's number that described in described first image, image comprises comprises with image described in the second image one by one;
Here, described second image is any image in characteristics of image storehouse; Wherein, the image that characteristics of image in characteristics of image storehouse can be chosen by terminal, then the characteristics of image of the picture chosen is joined in characteristics of image storehouse, image in certain characteristics of image storehouse also can be undertaken specifying several by user, and the characteristics of image of several pictures of then user being specified joins in characteristics of image storehouse.In initial, without any image in characteristics of image storehouse, therefore terminal random choose one pictures puts into characteristics of image storehouse.
Step S334, when described first judged result shows personage's number matches that image described in personage's number that described in described first image, image comprises and the second image comprises, be of a sort first order classification results by described first image and described second Images Classification;
Here, described coupling refers to that personage's number is equal.
Step S335, when described first judged result shows that personage's number that described in described first image, image comprises does not mate with personage's number that image described in the second image comprises, judge that whether described second image is the image in characteristics of image storehouse in last image library, when being, described first image is joined the first order classification results in characteristics of image storehouse, time no, obtain the 3rd image as the second new image, get back to step S333;
Here, suppose that characteristics of image storehouse comprises three image libraries, in step S333, second image is an image in the first image library, and so judge that whether the second image is the image in characteristics of image storehouse in last image library, answer is negative, therefore, again will obtain the 3rd image as the second image, wherein the 3rd image can an image in the second image library or an image in the 3rd image library, then gets back to step S333.
Here, suppose that characteristics of image storehouse comprises an image library, in step S333, second image is an image in the first image library, so judge that whether the second image is the image in characteristics of image storehouse in last image library, answer is affirmative, therefore, described first image is joined the first order classification results in characteristics of image storehouse, namely the first image does not belong to the image library belonging to the second image, so the first image can be kept house, set up a new image library, so that together with the image similar with the characteristics of image of the first image is all categorized in, so, a new image library will be added in characteristics of image, the i.e. image library at the first image place.
It should be noted that, in the embodiment of the present invention, classification results to be in characteristics of image storehouse image library one by one.
Represent apparel characteristic for the colouring information of clothes below, classifying to image according to the apparel characteristic of personage in image in the embodiment of the present invention is described below.Colouring information can adopt RGB to represent, wherein RGB corresponding red (R, Red), green (G, Green), blue (B, Blue) respectively.Often kind of color data is exactly do not have light from the words that 0 to 255, three colors are all 0, and namely represent it is black, the larger light of data is stronger, when RGB is 255 interval scale whites.The data of three looks different, and look for maximum that of data, will be partial to that color, as in RGB, G and B numerical value is comparatively close, and the value of R is maximum, then color is partially red.If maximum data value has two colors close, so red green value is similar is yellow, and turquoise colour is similar is blue or green, and reddish blue value is similar is fuchsin.Three colors are all close, and be exactly so grey, the less color of data is more black.The larger color of data is whiter.
RGB has 256*256*256 look in theory, but in the identification of reality to color, POP pre-service can be carried out on backstage to picture, be convenient to extract color card after summarizing purification to color like this, the close color of logarithm value can be classified as a class, the deviation ratio that can be set to color data is 20%, is 255*0.2, exceeds then sorting out in addition of this numerical value.
In the embodiment of the present invention, can be classified to picture by clothes color, determine whether passerby according to the personage in picture in picture library and rejected.
Embodiment four
Based on aforesaid embodiment of the method, the embodiment of the present invention provides a kind of signal conditioning package, the first acquiring unit in this device, the first taxon and output unit, can be realized by the processor in terminal; Certainly also realize by concrete logical circuit; In the process of specific embodiment, processor can be central processing unit (CPU), microprocessor (MPU), digital signal processor (DSP) or field programmable gate array (FPGA) etc.
Fig. 4-1 is the composition structure one of signal conditioning package in the embodiment of the present invention four, and as shown in Fig. 4-1, this device 400 comprises the first acquiring unit 401, first taxon 402 and output unit 403, wherein:
Described first obtains 401, for obtaining image library to be sorted;
Described first taxon 402, for classifying to the image in described image library to be sorted according to the first characteristics of image, obtains classification results, at least comprises an image in described classification results;
Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises;
Described output unit 403, for exporting described classification results.
In the embodiment of the present invention, as shown in the Fig. 4-2, described device also comprises the second taxon 404, for carrying out preliminary classification according to the first rule to image in described original image storehouse, obtains image library to be sorted;
Wherein, described first rule refers to image in described image library to be sorted all within the time period of presetting.
In the embodiment of the present invention, as shown in Fig. 4-3, described first taxon 402 comprises the first sort module 421 and the second sort module 422, wherein:
Described first sort module 421, carries out first order classification for the personage's number comprised according to described image to the image in described image library to be sorted, obtains first order classification results; Wherein, personage's number that described first order classification results comprises in image is respectively N number of classification results, described N be more than or equal to 0 integer.
Described second sort module 422, for carrying out second level classification according to the facial characteristics of personage in image and/or apparel characteristic to first order classification results, obtains second level classification results;
Accordingly, described output unit, for exporting second level classification results.
In the embodiment of the present invention, described first sort module, comprises and obtains submodule, the second acquisition submodule, judge module, the first process submodule and the second processing module, wherein:
Described first obtains submodule, for obtaining the image in described image library to be sorted, extracts personage's number that described in the image in described image library to be sorted, image comprises;
Described second obtains submodule, for obtaining personage's number that image described in the first image comprises;
Described judgement submodule, for judging the personage's number matches whether personage's number that described in described first image, image comprises comprises with image described in the second image one by one, obtain the first judged result, wherein, described first image is any image in described image library to be sorted, and described second image is any image in characteristics of image storehouse;
Described first processing module, during for showing personage's number matches that image described in personage's number that described in described first image, image comprises and the second image comprises when described first judged result, be of a sort first order classification results by described first image and described second Images Classification;
Described second processing module, during for showing that when described first judged result personage's number that described in described first image, image comprises does not mate with personage's number that image described in the second image comprises, described first image is joined the first order classification results in characteristics of image storehouse.
Here it is to be noted: the description of above device embodiment is similar with the description of said method embodiment, has the beneficial effect that same embodiment of the method is similar, does not therefore repeat.For the ins and outs do not disclosed in apparatus of the present invention embodiment, please refer to the description of the inventive method embodiment and understand, for saving length, therefore repeating no more.
Embodiment five
Based on aforesaid embodiment of the method, the embodiment of the present invention provides a kind of terminal, and Fig. 5 is the composition structural representation of the embodiment of the present invention five terminal, and as shown in Figure 5, this terminal 500 comprises display screen 502 and processor 501, wherein:
Described processor 501, for obtaining image library to be sorted; According to the first characteristics of image, the image in described image library to be sorted is classified, obtain classification results, in described classification results, at least comprise an image; Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises; Described classification results is outputted to described display screen;
Described display screen 502, for showing described classification results.
Here it is to be noted: the description of above terminal embodiment item, it is similar for describing with said method, has the beneficial effect that same embodiment of the method is identical, does not therefore repeat.For the ins and outs do not disclosed in terminal embodiment of the present invention, those skilled in the art please refer to the description of the inventive method embodiment and understands, and for saving length, repeats no more here.
Should be understood that during instructions in the whole text that " embodiment " or " embodiment " mentioned means that the special characteristic relevant with embodiment, structure or characteristic comprise at least one embodiment of the present invention.Therefore, " in one embodiment " or " in one embodiment " that occur everywhere at whole instructions does not necessarily refer to identical embodiment.In addition, these specific feature, structure or characteristics can combine in one or more embodiments in any suitable manner.Should understand, in various embodiments of the present invention, the size of the sequence number of above-mentioned each process does not also mean that the priority of execution sequence, and the execution sequence of each process should be determined with its function and internal logic, and should not form any restriction to the implementation process of the embodiment of the present invention.The invention described above embodiment sequence number, just to describing, does not represent the quality of embodiment.
It should be noted that, in this article, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, thus make to comprise the process of a series of key element, method, article or device and not only comprise those key elements, but also comprise other key elements clearly do not listed, or also comprise by the intrinsic key element of this process, method, article or device.When not more restrictions, the key element limited by statement " comprising ... ", and be not precluded within process, method, article or the device comprising this key element and also there is other identical element.
In several embodiments that the application provides, should be understood that disclosed equipment and method can realize by another way.Apparatus embodiments described above is only schematic, such as, the division of described unit, be only a kind of logic function to divide, actual can have other dividing mode when realizing, and as: multiple unit or assembly can be in conjunction with, maybe can be integrated into another system, or some features can be ignored, or do not perform.In addition, the coupling each other of shown or discussed each ingredient or direct-coupling or communication connection can be by some interfaces, and the indirect coupling of equipment or unit or communication connection can be electrical, machinery or other form.
The above-mentioned unit illustrated as separating component or can may not be and physically separates, and the parts as unit display can be or may not be physical location; Both can be positioned at a place, also can be distributed in multiple network element; Part or all of unit wherein can be selected according to the actual needs to realize the object of the present embodiment scheme.
In addition, each functional unit in various embodiments of the present invention can all be integrated in a processing unit, also can be each unit individually as a unit, also can two or more unit in a unit integrated; Above-mentioned integrated unit both can adopt the form of hardware to realize, and the form that hardware also can be adopted to add SFU software functional unit realizes.
One of ordinary skill in the art will appreciate that: all or part of step realizing said method embodiment can have been come by the hardware that programmed instruction is relevant, aforesaid program can be stored in computer read/write memory medium, this program, when performing, performs the step comprising said method embodiment; And aforesaid storage medium comprises: movable storage device, ROM (read-only memory) (ReadOnlyMemory, ROM), magnetic disc or CD etc. various can be program code stored medium.
Or, if the above-mentioned integrated unit of the present invention using the form of software function module realize and as independently production marketing or use time, also can be stored in a computer read/write memory medium.Based on such understanding, the technical scheme of the embodiment of the present invention can embody with the form of software product the part that prior art contributes in essence in other words, this computer software product is stored in a storage medium, comprises some instructions and performs all or part of of method described in each embodiment of the present invention in order to make a computer equipment (can be personal computer, server or the network equipment etc.).And aforesaid storage medium comprises: movable storage device, ROM, magnetic disc or CD etc. various can be program code stored medium.
The above; be only the specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, is anyly familiar with those skilled in the art in the technical scope that the present invention discloses; change can be expected easily or replace, all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with the protection domain of described claim.
Claims (10)
1. an information processing method, is characterized in that, described method comprises:
Obtain image library to be sorted;
According to the first characteristics of image, the image in described image library to be sorted is classified, obtain classification results, in described classification results, at least comprise an image;
Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises;
Export described classification results.
2. method according to claim 1, is characterized in that, described method also comprises:
According to the first rule, preliminary classification is carried out to image in original image storehouse, obtain image library to be sorted;
Wherein, described first rule refers to image in described image library to be sorted all within the time period of presetting.
3. method according to claim 1, is characterized in that, describedly classifies to the image in described image library to be sorted according to the first characteristics of image, obtains classification results, comprising:
The personage's number comprised according to described image carries out first order classification to the image in described image library to be sorted, obtains first order classification results; Wherein, personage's number that described first order classification results comprises in image is respectively N number of classification results, described N be more than or equal to 0 integer.
4. method according to claim 3, is characterized in that, describedly classifies to the image in described image library to be sorted according to the first characteristics of image, obtains classification results, also comprises:
According to the facial characteristics of personage in image and/or apparel characteristic, second level classification is carried out to first order classification results, obtain second level classification results;
Accordingly, the described classification results of described output, comprises and exports second level classification results.
5. method according to claim 3, is characterized in that, the described personage's number comprised according to described image carries out first order classification to the image in described image library to be sorted, obtains first order classification results, comprising:
Obtain the image in described image library to be sorted, extract personage's number that described in the image in described image library to be sorted, image comprises;
Obtain personage's number that image described in the first image comprises, judge the personage's number matches whether personage's number that described in described first image, image comprises comprises with image described in the second image one by one, obtain the first judged result, wherein, described first image is any image in described image library to be sorted, and described second image is any image in characteristics of image storehouse;
When described first judged result shows personage's number matches that image described in personage's number that described in described first image, image comprises and the second image comprises, be of a sort first order classification results by described first image and described second Images Classification;
When described first judged result shows that personage's number that described in described first image, image comprises does not mate with personage's number that image described in the second image comprises, described first image is joined the first order classification results in characteristics of image storehouse.
6. a signal conditioning package, is characterized in that, described device comprises the first acquiring unit, the first taxon and output unit, wherein:
Described first acquiring unit, for obtaining image library to be sorted;
Described first taxon, for classifying to the image in described image library to be sorted according to the first characteristics of image, obtains classification results, at least comprises an image in described classification results;
Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises;
Described output unit, for exporting described classification results.
7. device according to claim 6, is characterized in that, described device also comprises the second taxon, for carrying out preliminary classification according to the first rule to image in original image storehouse, obtains image library to be sorted;
Wherein, described first rule refers to image in described image library to be sorted all within the time period of presetting.
8. device according to claim 6, is characterized in that, described first taxon comprises the first sort module and the second sort module, wherein:
Described first sort module, carries out first order classification for the personage's number comprised according to described image to the image in described image library to be sorted, obtains first order classification results; Wherein, personage's number that described first order classification results comprises in image is respectively N number of classification results, described N be more than or equal to 0 integer;
Described second sort module, for carrying out second level classification according to the facial characteristics of personage in image and/or apparel characteristic to first order classification results, obtains second level classification results;
Accordingly, described output unit, for exporting second level classification results.
9. device according to claim 8, it is characterized in that, described first sort module, comprise and obtain submodule, the second acquisition submodule, judge module, the first process submodule and the second processing module, wherein: described first obtains submodule, for obtaining the image in described image library to be sorted, extract personage's number that described in the image in described image library to be sorted, image comprises;
Described second obtains submodule, for obtaining personage's number that image described in the first image comprises;
Described judgement submodule, for judging the personage's number matches whether personage's number that described in described first image, image comprises comprises with image described in the second image one by one, obtain the first judged result, wherein, described first image is any image in described image library to be sorted, and described second image is any image in characteristics of image storehouse;
Described first processing module, during for showing personage's number matches that image described in personage's number that described in described first image, image comprises and the second image comprises when described first judged result, be of a sort first order classification results by described first image and described second Images Classification;
Described second processing module, during for showing that when described first judged result personage's number that described in described first image, image comprises does not mate with personage's number that image described in the second image comprises, described first image is joined the first order classification results in characteristics of image storehouse.
10. a terminal, is characterized in that, described terminal comprises display screen and processor, wherein:
Described processor, for obtaining image library to be sorted; According to the first characteristics of image, the image in described image library to be sorted is classified, obtain classification results, in described classification results, at least comprise an image; Wherein, described first characteristics of image is character image feature, and described character image feature comprises facial characteristics and/or the apparel characteristic of personage in the personage's number and image that image comprises; Described classification results is outputted to described display screen;
Described display screen, for showing described classification results.
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