WO2019213863A1 - Three-dimensional target mapping method and apparatus, personal identification apparatus and electronic device - Google Patents
Three-dimensional target mapping method and apparatus, personal identification apparatus and electronic device Download PDFInfo
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- WO2019213863A1 WO2019213863A1 PCT/CN2018/086150 CN2018086150W WO2019213863A1 WO 2019213863 A1 WO2019213863 A1 WO 2019213863A1 CN 2018086150 W CN2018086150 W CN 2018086150W WO 2019213863 A1 WO2019213863 A1 WO 2019213863A1
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- G06—COMPUTING; CALCULATING OR COUNTING
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- G06V20/60—Type of objects
- G06V20/64—Three-dimensional objects
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- the present application relates to a method and apparatus for mapping a three-dimensional (3D) object, and an identification device and an electronic device including a device for 3D mapping of a target.
- 3D image sensing applications such as automobiles, aviation, molds, medical, intelligent terminals, drones, robots, etc.
- the current 3D mapping method is complicated and the cost is high. It is not conducive to its rapid spread in industrialization.
- the present application is directed to a method and apparatus for 3D mapping of an object, an identity recognition apparatus, and an electronic device to reduce the amount of calculation of the 3D mapping and reduce the cost of the 3D mapping.
- the present application provides a method for 3D mapping of a target, comprising: projecting a dot pattern to a target using a light source projection device, wherein the dot pattern is arranged in a grid; capturing the An image of the dot pattern on the target; and an image processing the captured dot pattern to derive the 3D image sensing device of the target.
- each grid has only a spot on each side.
- the grid is square.
- each side of each grid of the dot pattern has at least three spots.
- each side of the grid pattern has three, four, or five spots per side.
- each side of each grid of the dot pattern has a length of 7 mm.
- the spot has a diameter of 1 mm.
- the light source projection device projects a dot pattern with a range of 40 cm.
- the method for 3D mapping of a target uses the light source projection device to project an infrared light dot pattern to the target.
- the present application provides an apparatus for 3D mapping of a target, comprising: a light source projection device for projecting a dot pattern to a target, wherein the dot pattern is arranged in a grid; and the image sensing device An image for capturing a dot pattern on the target; and a processor for processing an image of the captured dot pattern to derive a 3D map of the target.
- each grid has only a spot on each side.
- the grid is square.
- each side of each grid of the dot pattern has at least three spots.
- each side of the grid pattern has three, four, or five spots per side.
- each side of each grid of the dot pattern has a length of 7 mm.
- the spot has a diameter of 1 mm.
- the light source projection device projects a dot pattern with a range of 40 cm.
- the light source projection device is configured to project an infrared light dot pattern to the target.
- the present application provides an identification device including an identification module and the above-described device for 3D mapping of a target; the identification module is configured to perform identification based on a 3D map of a target derived by the device.
- the identification device comprises a face recognition device.
- the present application provides an electronic device including the above-described apparatus for 3D mapping of a target.
- the method of 3D mapping of the present application and the dot pattern projected by the apparatus to the target are arranged in a grid, only the spot on each side of the grid is provided, and therefore, the number of projected spots is small, but based on the The three-dimensional sensing of the lattice pattern of the grid arrangement can meet the judgment accuracy requirements of 3D recognition, and can be realized by the optical system. Compared with the traditional 3D mapping method for the target, it is beneficial to reduce 3D mapping and recognition. Calculate the amount, which helps to reduce the cost of 3D mapping and identification.
- FIG. 1 is a flowchart of a method for 3D mapping of a target according to a first embodiment of the present application
- FIG. 3 is another dot pattern provided by the third embodiment of the present application.
- FIG. 4 is a structural block diagram of an apparatus for 3D mapping of a target according to a fourth embodiment of the present application.
- FIG. 5 is a structural block diagram of an identity recognition apparatus according to a fifth embodiment of the present application.
- FIG. 6 is a schematic structural diagram of an electronic device according to a sixth embodiment of the present application.
- a method for 3D mapping of a target includes:
- Step 101 Project a dot pattern to a target using a light source projection device, wherein the dot pattern is arranged in a grid.
- each grid in the dot pattern has only a spot on each side, and there is no spot inside the grid.
- the shape of the mesh can be set according to actual needs.
- the shape of the mesh is preferably a square.
- the shape of the mesh may be other suitable shapes, for example, a rectangle or the like.
- Step 103 Capture an image of a dot pattern on the target.
- step 103 may be performed by the image sensing device, and the image sensing device may be disposed on the return path of the light, that is, the dot pattern projected by the light source projection device is reflected back to the target, and the reflected light is reflected. It is acquired by the image sensing device. If the projection target is a plane, the image acquired by the image sensing device is only a linear pull-up of the dot pattern. If the projection target is a solid object, that is, a 3D target object, the image acquired by the image sensing device may be distorted to varying degrees. The torsional strength and position are strongly correlated with physical stereoscopic spatial information, but do not conform to linear transformations.
- Step 105 Process the image of the captured dot pattern to derive a 3D map of the target.
- each side of each grid of the dot pattern has at least three spots. As shown in Figure 2, there are three spots on each side of each grid of the dot pattern. Of course, the number of spots on each side of each grid can also be set according to actual needs, for example, each side of each grid can have four spots. As further shown in Figure 3, there are five spots on each side of each grid of the dot pattern.
- the specific parameters may be set according to actual needs, for example, at least one of the following various settings: each side of the grid pattern has a length of 7 mm; the spot diameter is 1 mm; and the light source projection device projects The dot pattern has a range of 40 cm. It should be understood that the above various parameters are set forth by way of example only and should not be construed as limiting.
- the processor is used to process the captured image of the dot pattern to derive a 3D map of the target.
- the horizontal and vertical coordinates and the intensity information may be obtained, for example, according to the image of the captured lattice pattern, and the depth information on the target is further calculated according to the intensity information, thereby combining the horizontal and vertical coordinates to obtain a 3D map of the target.
- a lattice pattern in a grid shape is projected by using a light source projection device, that is, each grid of the dot pattern has only a spot on each side, and the dot pattern is projected onto the target and captured by the image sensing device.
- the dot pattern reflected from the target is processed to obtain an image of the dot pattern, thereby deriving a 3D image of the target.
- the dot pattern projected to the target in the method of 3D mapping of the present application is arranged in a grid, only the spot is disposed on each side of the mesh, and therefore, the number of projected spots is small, but based on the dot pattern
- the 3D sensing can meet the requirements of 3D mapping and the accuracy of the later recognition, and can be realized by the optical system. Therefore, the 3D mapping method of the present application is beneficial for reducing the calculation amount of the 3D mapping, thereby contributing to the reduction of 3D.
- the cost of the map is beneficial for reducing the calculation amount of the 3D mapping, thereby contributing to the reduction of 3D.
- the apparatus 400 for 3D mapping of the target provided by the embodiment of the present application, the method shown in FIG. 1 and the explanation of the dot pattern of FIG. 2 and FIG. 3 can be applied to the embodiment.
- This embodiment is The device corresponding to the method shown in Figure 1.
- the apparatus 400 for 3D mapping of a target may include:
- a light source projection device 401 configured to project a dot pattern to a target, wherein the dot pattern is arranged in a grid;
- the processor 405 is configured to process an image of the captured dot pattern to derive a 3D map of the target.
- the dot pattern projected by the light source projection device 401 is, for example, infrared structured light.
- the image sensing device 403 is, for example, an infrared image sensing device.
- the processor 405 processes the image generated by the image sensing device 403 to derive a 3D map of the target.
- the 3D map refers to the 3D coordinate set of the target surface in the present application.
- the processor 405 can obtain the horizontal and vertical coordinates and the intensity information according to the image generated by the image sensing device 403, and further obtain the depth information on the target according to the intensity information, thereby combining the horizontal and vertical coordinates to obtain the 3D image of the target. .
- the processor 405 can include a general purpose computer processor that executes software to implement the corresponding functions.
- the software may be stored to the processor 405 by download or by being stored on a computer readable medium and then read and executed by the processor 405.
- each grid has only a spot on each side, and the grid is preferably, for example, a square.
- Each edge of each grid of the dot pattern can have at least three spots. As shown in Figure 2, there are three spots on each side of each grid of the dot pattern. It can also be set to four spots according to actual needs. Alternatively, as shown in FIG. 3, each side of each grid of the dot pattern has five spots. Of course, the number of spots on each side of each grid can also be set according to actual needs.
- each side of each mesh of the mesh pattern has a length of 7 mm; the spot has a diameter of 1 mm; or/and the light source projection device 401 projects a bitmap image with a range of 40 cm.
- the light source projection device 401, the image sensing device 403, and the processor 405 can be integrated or set separately.
- the dot pattern of the grid arrangement is projected by the light source projection device 401, that is, each grid of the dot pattern has only a spot on each side, and the dot pattern is projected onto the target by the image sensing device.
- 403 acquires an image of the dot pattern on the target, and then the processor 405 processes the image of the captured dot pattern to derive a 3D map of the target.
- the dot pattern of the 3D mapped device 400 projected to the target of the present application is arranged in a grid, only the side of the mesh is provided with a spot, and therefore, the number of projected spots is small, but based on the dot matrix
- the 3D sensing of the pattern can meet the requirements of the 3D mapping and the recognition accuracy in the later recognition, and can be realized by the optical system. Therefore, the 3D mapping device 400 for the target of the present application is advantageous for reducing the calculation amount of the 3D mapping. Thereby it is beneficial to reduce the cost of 3D mapping.
- the identity recognition device 500 includes an identification module 501 and a device 400 for 3D mapping of objects.
- the identification module 501 is configured to perform identity recognition according to a 3D map of the target derived by the device 400.
- the identification module 501 compares, for example, the 3D map of the target derived by the device 400 with the pre-stored 3D map. If the matching is successful, the identity of the target is valid, and the identity authentication succeeds. Otherwise, the identity authentication is performed. failure.
- the pre-stored 3D is stored, for example, in a memory.
- the identity recognition device 500 has a method for 3D mapping of a target and corresponding technical features and technical effects of the device 400, details are not described herein again.
- An electronic device 600 provided by the embodiment of the present application, the method shown in FIG. 1, the dot pattern of FIG. 2 and FIG. 3, and the device 400 for 3D mapping of the target shown in FIG. 4 and FIG. 5
- the explanation of the illustrated identification device 500 can be applied to the present embodiment.
- the electronic device 600 includes an identity recognition device 500.
- the electronic device 600 corresponds to whether the corresponding function is executed according to the identity recognition result of the identity recognition device 500.
- the respective functions are, for example but not limited to, any one or more of an application including unlocking, paying, and starting a pre-stored application.
- the electronic device 600 is, for example but not limited to, a suitable type of electronic product such as a consumer electronic product, a home electronic product, a vehicle-mounted electronic product, a financial terminal product, or the like.
- consumer electronic products such as but not limited to mobile phones, tablets, notebook computers, desktop monitors, computer integrated machines.
- Home-based electronic products such as, but not limited to, smart door locks, televisions, refrigerators, wearable devices, and the like.
- Vehicle-mounted electronic products such as, but not limited to, car navigation systems, car DVDs, and the like.
- the financial terminal products are, for example, but not limited to ATM machines, terminals for self-service business, and the like.
- the electronic device 600 will be described as an example of a mobile phone.
- the mobile phone is, for example, a full screen mobile phone, and the identification device 500 is disposed, for example, at the front top of the mobile phone.
- the mobile phone is not limited to a full screen mobile phone.
- the screen of lifting up the mobile phone or touching the mobile phone can function to wake up the identity recognition device 500.
- the identity recognition device 500 is woken up and recognizes that the user in front of the mobile phone is a legitimate user, the screen is unlocked.
- the identity recognition device 500 in the electronic device 600 can also be replaced with the target 3D mapped device 400.
- the device 400 for target 3D mapping of the present application is advantageous for reducing the calculation amount of the 3D mapping, thereby facilitating the cost reduction of the 3D mapping. Therefore, the identity recognition device 500 and the electronic device of the present application are The cost of device 600 is lower.
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Abstract
A three-dimensional target mapping method and apparatus, a personal identification apparatus, and an electronic device. The three-dimensional target mapping method comprises: using a light source projection apparatus to project a bitmap pattern onto a target (101), wherein the bitmap pattern is arranged in a grid; capturing an image of the bitmap pattern projected onto the target (103); and processing the captured image of the bitmap pattern so as to export a three-dimensional image of the target (105). The solution reduces the computational load required for three-dimensional mapping, thereby reducing three-dimensional mapping costs.
Description
本申请涉及用于对三维(Three-Dimension,3D)目标进行映射(mapping)的方法和装置、以及包括用于目标的3D映射的装置的身份识别装置与电子设备。The present application relates to a method and apparatus for mapping a three-dimensional (3D) object, and an identification device and an electronic device including a device for 3D mapping of a target.
目前,3D图像传感应用的领域越来越多,例如,汽车、航空、模具、医疗、智能终端、无人机、机器人等领域,但是,目前的3D映射方法较复杂,成本居高不下,不利于其在产业化上的快速普及。At present, there are more and more fields of 3D image sensing applications, such as automobiles, aviation, molds, medical, intelligent terminals, drones, robots, etc. However, the current 3D mapping method is complicated and the cost is high. It is not conducive to its rapid spread in industrialization.
发明内容Summary of the invention
有鉴于此,本申请旨在提供一种用于目标的3D映射的方法及装置、身份识别装置与电子设备,以减少3D映射的计算量,降低3D映射的成本。In view of this, the present application is directed to a method and apparatus for 3D mapping of an object, an identity recognition apparatus, and an electronic device to reduce the amount of calculation of the 3D mapping and reduce the cost of the 3D mapping.
具体而言,一方面,本申请提供一种用于目标的3D映射的方法,包括:使用光源投射装置投射点阵图案至目标,其中,所述点阵图案呈网格排布;捕获所述目标上的点阵图案的图像;和处理捕获的点阵图案的图像,从而导出所述目标的3D图图像传感装置。Specifically, in one aspect, the present application provides a method for 3D mapping of a target, comprising: projecting a dot pattern to a target using a light source projection device, wherein the dot pattern is arranged in a grid; capturing the An image of the dot pattern on the target; and an image processing the captured dot pattern to derive the 3D image sensing device of the target.
在某些实施方式中,每个网格仅各个边上有光斑。In some embodiments, each grid has only a spot on each side.
在某些实施方式中,所述网格为正方形。In certain embodiments, the grid is square.
在某些实施方式中,所述点阵图案的每个网格的每条边至少有三个光斑。In some embodiments, each side of each grid of the dot pattern has at least three spots.
在某些实施方式中,所述点阵图案的每个网格的每条边有三个、四个、或五个光斑。In some embodiments, each side of the grid pattern has three, four, or five spots per side.
在某些实施方式中,所述点阵图案的每个网格的每条边的长度为7mm。In some embodiments, each side of each grid of the dot pattern has a length of 7 mm.
在某些实施方式中,所述光斑的直径为1mm。In certain embodiments, the spot has a diameter of 1 mm.
在某些实施方式中,所述光源投射装置投射点阵图案的射程为40cm。In some embodiments, the light source projection device projects a dot pattern with a range of 40 cm.
在某些实施方式中,该用于目标的3D映射的方法使用所述光源投射装置投射红外光点阵图案至该目标。In some embodiments, the method for 3D mapping of a target uses the light source projection device to project an infrared light dot pattern to the target.
另一方面,本申请提供一种用于目标的3D映射的装置,包括:光源投射装置,用于投射点阵图案至目标,其中,所述点阵图案呈网格排布;图像传感装置,用于捕获所述目标上的点阵图案的图像;和处理器,用于处理捕获的点阵图案的图像,从而导出所述目标的3D图。In another aspect, the present application provides an apparatus for 3D mapping of a target, comprising: a light source projection device for projecting a dot pattern to a target, wherein the dot pattern is arranged in a grid; and the image sensing device An image for capturing a dot pattern on the target; and a processor for processing an image of the captured dot pattern to derive a 3D map of the target.
在某些实施方式中,每个网格仅各个边上有光斑。In some embodiments, each grid has only a spot on each side.
在某些实施方式中,所述网格为正方形。In certain embodiments, the grid is square.
在某些实施方式中,所述点阵图案的每个网格的每条边至少有三个光斑。In some embodiments, each side of each grid of the dot pattern has at least three spots.
在某些实施方式中,所述点阵图案的每个网格的每条边有三个、四个、或五个光斑。In some embodiments, each side of the grid pattern has three, four, or five spots per side.
在某些实施方式中,所述点阵图案的每个网格的每条边的长度为7mm。In some embodiments, each side of each grid of the dot pattern has a length of 7 mm.
在某些实施方式中,所述光斑的直径为1mm。In certain embodiments, the spot has a diameter of 1 mm.
在某些实施方式中,所述光源投射装置投射点阵图案的射程为40cm。In some embodiments, the light source projection device projects a dot pattern with a range of 40 cm.
在某些实施方式中,所述光源投射装置用于投射红外光点阵图案至该目标。In some embodiments, the light source projection device is configured to project an infrared light dot pattern to the target.
又一方面,本申请提供一种身份识别装置,包括识别模块和上述用于目标的3D映射的装置;该识别模块用于根据该装置所导出的目标的3D图进行身份识别。In still another aspect, the present application provides an identification device including an identification module and the above-described device for 3D mapping of a target; the identification module is configured to perform identification based on a 3D map of a target derived by the device.
在某些实施方式中,该身份识别装置包括脸部识别装置。In some embodiments, the identification device comprises a face recognition device.
再一方面,本申请提供一种电子设备,包括上述的用于目标的3D映射的装置。In still another aspect, the present application provides an electronic device including the above-described apparatus for 3D mapping of a target.
由于本申请的3D映射的方法以及装置所投射至目标的点阵图案呈网格排布,只有网格的每个边上设置有光斑,因此,投射的光点数量较少,但基于该呈网格排布的点阵图案的三维传感既能满足3D识别的判断精度要求,又能通过光学 系统实现,相比传统的用于目标的3D映射的方法,有利于减少3D映射以及识别的计算量,从而有利于降低3D映射以及识别的成本。Since the method of 3D mapping of the present application and the dot pattern projected by the apparatus to the target are arranged in a grid, only the spot on each side of the grid is provided, and therefore, the number of projected spots is small, but based on the The three-dimensional sensing of the lattice pattern of the grid arrangement can meet the judgment accuracy requirements of 3D recognition, and can be realized by the optical system. Compared with the traditional 3D mapping method for the target, it is beneficial to reduce 3D mapping and recognition. Calculate the amount, which helps to reduce the cost of 3D mapping and identification.
参照附图来阅读对于示例性实施例的以下描述,本申请的其他特性特征和优点将变得清晰。Other features and advantages of the present application will become apparent from the following description of the exemplary embodiments.
并入到说明书中并且构成说明书的一部分的附图示出了本申请的实施例,并且与描述一起用于解释本申请的原理。在这些附图中,类似的附图标记用于表示类似的要素。下面描述中的附图是本申请的一些实施例,而不是全部实施例。对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,可以根据这些附图获得其他的附图。The accompanying drawings, which are incorporated in FIG In the drawings, like reference numerals are used to refer to the like. The drawings in the following description are some embodiments of the present application, and not all embodiments. Other figures may be obtained from those of ordinary skill in the art in light of the inventive work.
图1为本申请第一实施例提供的一种用于目标的3D映射的方法的流程图;1 is a flowchart of a method for 3D mapping of a target according to a first embodiment of the present application;
图2为本申请第二实施例提供的一种点阵图案;2 is a dot pattern provided by a second embodiment of the present application;
图3为本申请第三实施例提供的另一种点阵图案;FIG. 3 is another dot pattern provided by the third embodiment of the present application; FIG.
图4为本申请第四实施例提供的一种用于目标的3D映射的装置的结构框图;4 is a structural block diagram of an apparatus for 3D mapping of a target according to a fourth embodiment of the present application;
图5为本申请第五实施例提供的一种身份识别装置的结构框图;FIG. 5 is a structural block diagram of an identity recognition apparatus according to a fifth embodiment of the present application;
图6为本申请第六实施例提供的一种电子设备的结构示意图。FIG. 6 is a schematic structural diagram of an electronic device according to a sixth embodiment of the present application.
为使本申请实施例的目的、技术方案和优点更加清楚,下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。需要说明的是,在不冲突的情况下,本申请中的实施例及实施例中的特征可以相互任意组合。The technical solutions in the embodiments of the present application are clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present application. It is a part of the embodiments of the present application, and not all of the embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments of the present application without departing from the inventive scope are the scope of the present application. It should be noted that, in the case of no conflict, the features in the embodiments and the embodiments in the present application may be arbitrarily combined with each other.
下文的公开提供了许多不同的实施方式或例子用来实现本申请的不同结构。为了简化本申请的公开,下文中对特定例子的部件和设定进行描述。当然,它们仅仅为示例,并且目的不在于限制本申请。此外,本申请可以在不同例子中重复参考数字和/或参考字母,这种重复是为了简化和清楚的目的,其本身不指示所讨论各种实施方式和/或设定之间的关系。The following disclosure provides many different embodiments or examples for implementing the different structures of the present application. In order to simplify the disclosure of the present application, the components and settings of the specific examples are described below. Of course, they are merely examples and are not intended to limit the application. In addition, the present application may repeat reference numerals and/or reference numerals in the various examples, which are for the purpose of simplicity and clarity, and do not indicate the relationship between the various embodiments and/or settings discussed.
进一步地,所描述的特征、结构可以以任何合适的方式结合在一个或更多实施方式中。在下面的描述中,提供许多具体细节从而给出对本申请的实施方式的充分理解。然而,本领域技术人员应意识到,没有所述特定细节中的一个或更多,或者采用其它的结构、组元等,也可以实践本申请的技术方案。在其它情况下,不详细示出或描述公知结构或者操作以避免模糊本申请。Further, the described features, structures may be combined in one or more embodiments in any suitable manner. In the following description, numerous specific details are set forth However, those skilled in the art should appreciate that the technical solution of the present application can be practiced without one or more of the specific details, or other structures, components, and the like. In other instances, well-known structures or operations are not shown or described in detail to avoid obscuring the application.
下面结合附图详细说明本申请实施涉及的用于目标的3D映射的方法。The method for 3D mapping of a target involved in the implementation of the present application will be described in detail below with reference to the accompanying drawings.
实施例一、二及三Embodiments 1, 2 and 3
参见图1所示,本申请实施例提供的一种用于目标的3D映射的方法,包括:As shown in FIG. 1 , a method for 3D mapping of a target provided by an embodiment of the present application includes:
步骤101:使用光源投射装置投射点阵图案至目标,其中,点阵图案呈网格排布。Step 101: Project a dot pattern to a target using a light source projection device, wherein the dot pattern is arranged in a grid.
具体的,点阵图案中的每个网格仅各个边上有光斑,网格内部没有光斑。网格的形状可以根据实际需要设置,在本申请实施方式中,网格的形状优选为正方形。当然,可变更地,网格的形状也可以为其它合适的形状,例如,长方形等。Specifically, each grid in the dot pattern has only a spot on each side, and there is no spot inside the grid. The shape of the mesh can be set according to actual needs. In the embodiment of the present application, the shape of the mesh is preferably a square. Of course, the shape of the mesh may be other suitable shapes, for example, a rectangle or the like.
步骤103:捕获所述目标上的点阵图案的图像。Step 103: Capture an image of a dot pattern on the target.
具体操作时,可以由图像传感装置执行步骤103,该图像传感装置可以设置在光线投射在目标的返回路径上,即光源投射装置投射的点阵图案照射到目标后反射回来,反射的光被图像传感装置获取。如果投射目标为平面,则图像传感装置获取的图像只是点阵图案的线性拉升。如果投射目标为立体物体,即3D目标对象,则图像传感装置获取的图像会发生不同程度的扭曲。扭曲强度和位置与物理的立体空间信息强相关,但不符合线性变换。In a specific operation, step 103 may be performed by the image sensing device, and the image sensing device may be disposed on the return path of the light, that is, the dot pattern projected by the light source projection device is reflected back to the target, and the reflected light is reflected. It is acquired by the image sensing device. If the projection target is a plane, the image acquired by the image sensing device is only a linear pull-up of the dot pattern. If the projection target is a solid object, that is, a 3D target object, the image acquired by the image sensing device may be distorted to varying degrees. The torsional strength and position are strongly correlated with physical stereoscopic spatial information, but do not conform to linear transformations.
步骤105:处理捕获的点阵图案的图像,从而导出目标的3D图。Step 105: Process the image of the captured dot pattern to derive a 3D map of the target.
具体操作时,例如,点阵图案的每个网格的每条边至少有三个光斑。如图2所示,点阵图案的每个网格的每条边有三个光斑。当然,每个网格的每条边上的光斑数量还可以根据实际需要设置,比如每个网格的每条边可以有四个光斑。再如图3所示,点阵图案的每个网格的每条边有五个光斑。关于具体参数可以根据实际需要设置,比如可以有以下各种设置中的至少一种:网格图案的每个网格的每条边的长度为7mm;光斑的直径为1mm;以及光源投射装置投射点阵图案的射程为40cm。可以理解的是,上述各种参数的设置仅为举例说明,不应做限定性理解。In a specific operation, for example, each side of each grid of the dot pattern has at least three spots. As shown in Figure 2, there are three spots on each side of each grid of the dot pattern. Of course, the number of spots on each side of each grid can also be set according to actual needs, for example, each side of each grid can have four spots. As further shown in Figure 3, there are five spots on each side of each grid of the dot pattern. The specific parameters may be set according to actual needs, for example, at least one of the following various settings: each side of the grid pattern has a length of 7 mm; the spot diameter is 1 mm; and the light source projection device projects The dot pattern has a range of 40 cm. It should be understood that the above various parameters are set forth by way of example only and should not be construed as limiting.
利用处理器来处理捕获的点阵图案的图像,从而导出目标的3D图。在一示例中,例如根据捕获的点阵图案的图像可以获得横纵坐标以及强度信息,并进一步根据强度信息计算获得目标物上的深度信息,从而结合横纵坐标,获得目标的3D图。The processor is used to process the captured image of the dot pattern to derive a 3D map of the target. In an example, the horizontal and vertical coordinates and the intensity information may be obtained, for example, according to the image of the captured lattice pattern, and the depth information on the target is further calculated according to the intensity information, thereby combining the horizontal and vertical coordinates to obtain a 3D map of the target.
本实施例通过利用光源投射装置投射呈网格状的点阵图案,即该点阵图案的每个网格仅各个边上有光斑,该点阵图案投射到目标上,由图像传感装置捕获由目标反射回来的点阵图案,进而处理获得点阵图案的图像,从而导出目标的3D图。In this embodiment, a lattice pattern in a grid shape is projected by using a light source projection device, that is, each grid of the dot pattern has only a spot on each side, and the dot pattern is projected onto the target and captured by the image sensing device. The dot pattern reflected from the target is processed to obtain an image of the dot pattern, thereby deriving a 3D image of the target.
由于本申请的3D映射的方法中投射至目标的点阵图案呈网格排布,只有网格的每个边上设置有光斑,因此,投射的光点数量较少,但基于该点阵图案的3D传感,既同样能够满足3D映射以及后期识别时对判断精度要求,又能通过光学系统实现,因此,本申请的3D映射的方法有利于减少3D映射的计算量,从而有利于降低3D映射的成本。Since the dot pattern projected to the target in the method of 3D mapping of the present application is arranged in a grid, only the spot is disposed on each side of the mesh, and therefore, the number of projected spots is small, but based on the dot pattern The 3D sensing can meet the requirements of 3D mapping and the accuracy of the later recognition, and can be realized by the optical system. Therefore, the 3D mapping method of the present application is beneficial for reducing the calculation amount of the 3D mapping, thereby contributing to the reduction of 3D. The cost of the map.
实施例四Embodiment 4
本申请实施例提供的一种用于目标的3D映射的装置400,如图1所示的方法以及图2与图3的点阵图的解释说明均可以应用于本实施例,本实施例为图1 所示的方法对应的装置。如图4所示,该用于目标的3D映射的装置400可以包括:The apparatus 400 for 3D mapping of the target provided by the embodiment of the present application, the method shown in FIG. 1 and the explanation of the dot pattern of FIG. 2 and FIG. 3 can be applied to the embodiment. This embodiment is The device corresponding to the method shown in Figure 1. As shown in FIG. 4, the apparatus 400 for 3D mapping of a target may include:
光源投射装置401,用于投射点阵图案至目标,其中,点阵图案呈网格排布;a light source projection device 401, configured to project a dot pattern to a target, wherein the dot pattern is arranged in a grid;
图像传感装置403,用于捕获目标上的点阵图案的图像;和An image sensing device 403 for capturing an image of a dot pattern on the target; and
处理器405,用于处理捕获的点阵图案的图像,从而导出目标的3D图。The processor 405 is configured to process an image of the captured dot pattern to derive a 3D map of the target.
光源投射装置401投射的点阵图案例如为红外结构光。The dot pattern projected by the light source projection device 401 is, for example, infrared structured light.
相应地,图像传感装置403例如为红外图像传感装置。Accordingly, the image sensing device 403 is, for example, an infrared image sensing device.
处理器405处理根据图像传感装置403生成的图像,来导出目标的3D图。其中该3D图在本申请中是指目标表面的3D坐标集。The processor 405 processes the image generated by the image sensing device 403 to derive a 3D map of the target. Wherein the 3D map refers to the 3D coordinate set of the target surface in the present application.
在一示例中,处理器405根据图像传感装置403生成的图像可以获得横纵坐标以及强度信息,进一步根据强度信息计算获得目标物上的深度信息,从而结合横纵坐标,获得目标的3D图。In an example, the processor 405 can obtain the horizontal and vertical coordinates and the intensity information according to the image generated by the image sensing device 403, and further obtain the depth information on the target according to the intensity information, thereby combining the horizontal and vertical coordinates to obtain the 3D image of the target. .
该处理器405可以包括通用计算机处理器,该处理器执行软件以实现相应的功能。该软件可以通过下载的方式存储到处理器405,或者通过存储在计算机可读介质上,再由处理器405读取并执行。The processor 405 can include a general purpose computer processor that executes software to implement the corresponding functions. The software may be stored to the processor 405 by download or by being stored on a computer readable medium and then read and executed by the processor 405.
具体操作时,每个网格仅各个边上有光斑,网格例如优选为正方形。点阵图案的每个网格的每条边可以至少有三个光斑。如图2所示,点阵图案的每个网格的每条边有三个光斑。根据实际需要还可以设置为四个光斑。或者,如图3所示,点阵图案的每个网格的每条边有五个光斑。当然,每个网格的每条边上的光斑数量还可以根据实际需要设置。In the specific operation, each grid has only a spot on each side, and the grid is preferably, for example, a square. Each edge of each grid of the dot pattern can have at least three spots. As shown in Figure 2, there are three spots on each side of each grid of the dot pattern. It can also be set to four spots according to actual needs. Alternatively, as shown in FIG. 3, each side of each grid of the dot pattern has five spots. Of course, the number of spots on each side of each grid can also be set according to actual needs.
具体地,网格图案的每个网格的每条边的长度为7mm;光斑的直径为1mm;或者/并且,光源投射装置401投射点阵图像的射程为40cm。可以理解的是,上述各种参数的设置仅为举例说明,不应做限定性理解。Specifically, each side of each mesh of the mesh pattern has a length of 7 mm; the spot has a diameter of 1 mm; or/and the light source projection device 401 projects a bitmap image with a range of 40 cm. It should be understood that the above various parameters are set forth by way of example only and should not be construed as limiting.
可以理解的是,光源投射装置401、图像传感装置403及处理器405可以集成设置,也可以分立设置。It can be understood that the light source projection device 401, the image sensing device 403, and the processor 405 can be integrated or set separately.
本实施例通过光源投射装置401投射呈网格排布的点阵图案,即该点阵图案的每个网格仅各个边上有光斑,该点阵图案投射到目标上,由图像传感装置403获取目标上的点阵图案的图像,进而由处理器405处理捕获的点阵图案的图像,从而导出目标的3D图。In this embodiment, the dot pattern of the grid arrangement is projected by the light source projection device 401, that is, each grid of the dot pattern has only a spot on each side, and the dot pattern is projected onto the target by the image sensing device. 403 acquires an image of the dot pattern on the target, and then the processor 405 processes the image of the captured dot pattern to derive a 3D map of the target.
由于本申请的3D映射的装置400所投射至目标的点阵图案呈网格排布,只有网格的每个边上设置有光斑,因此,投射的光点数量较少,但基于该点阵图案的3D传感,既同样能够满足3D映射以及后期识别时对判断精度要求,又能通过光学系统实现,因此,本申请的用于目标的3D映射装置400有利于减少3D映射的计算量,从而有利于降低3D映射的成本。Since the dot pattern of the 3D mapped device 400 projected to the target of the present application is arranged in a grid, only the side of the mesh is provided with a spot, and therefore, the number of projected spots is small, but based on the dot matrix The 3D sensing of the pattern can meet the requirements of the 3D mapping and the recognition accuracy in the later recognition, and can be realized by the optical system. Therefore, the 3D mapping device 400 for the target of the present application is advantageous for reducing the calculation amount of the 3D mapping. Thereby it is beneficial to reduce the cost of 3D mapping.
实施例五Embodiment 5
本申请实施例提供的一种身份识别装置500,如图1所示的方法、图2与图3的点阵图、以及图4所示的用于目标的3D映射的装置400的解释说明均可以应用于本实施例。具体如图5所示,该身份识别装置500包括识别模块501和用于目标的3D映射的装置400。该识别模块501用于根据该装置400所导出的目标的3D图进行身份识别。An explanation of an identity recognition apparatus 500 provided by an embodiment of the present application, such as the method shown in FIG. 1, the dot map of FIG. 2 and FIG. 3, and the apparatus 400 for 3D mapping of the target shown in FIG. It can be applied to this embodiment. Specifically, as shown in FIG. 5, the identity recognition device 500 includes an identification module 501 and a device 400 for 3D mapping of objects. The identification module 501 is configured to perform identity recognition according to a 3D map of the target derived by the device 400.
具体地,识别模块501例如对该装置400所导出的目标的3D图与预存的3D图进行比对匹配,如果匹配成功,则确认该目标的身份合法,身份鉴权成功,否则,身份鉴权失败。Specifically, the identification module 501 compares, for example, the 3D map of the target derived by the device 400 with the pre-stored 3D map. If the matching is successful, the identity of the target is valid, and the identity authentication succeeds. Otherwise, the identity authentication is performed. failure.
预存的3D例如存储在一存储器中。The pre-stored 3D is stored, for example, in a memory.
由于该身份识别装置500具有用于目标的3D映射的方法及装置400的相应的技术特征及技术效果,在此不再赘述。Since the identity recognition device 500 has a method for 3D mapping of a target and corresponding technical features and technical effects of the device 400, details are not described herein again.
实施例六Embodiment 6
本申请实施例提供的一种电子设备600,如图1所示的方法、图2与图3的点阵图、以及图4所示的用于目标的3D映射的装置400及如图5所示的身份识别装置500的解释说明均可以应用于本实施例。具体如图6所示,该电子设备600包括身份识别装置500。An electronic device 600 provided by the embodiment of the present application, the method shown in FIG. 1, the dot pattern of FIG. 2 and FIG. 3, and the device 400 for 3D mapping of the target shown in FIG. 4 and FIG. 5 The explanation of the illustrated identification device 500 can be applied to the present embodiment. Specifically, as shown in FIG. 6, the electronic device 600 includes an identity recognition device 500.
所述电子设备600根据身份识别装置500的身份识别结果来对应是否执行相应的功能。所述相应的功能例如但不局限于包括解锁、支付、启动预存的应用程序中的任意一种或几种。The electronic device 600 corresponds to whether the corresponding function is executed according to the identity recognition result of the identity recognition device 500. The respective functions are, for example but not limited to, any one or more of an application including unlocking, paying, and starting a pre-stored application.
该电子设备600例如但不局限于为消费性电子产品、家居式电子产品、车载式电子产品、金融终端产品等合适类型的电子产品。其中,消费性电子产品例如但不局限为手机、平板电脑、笔记本电脑、桌面显示器、电脑一体机等。家居式电子产品例如但不局限为智能门锁、电视、冰箱、穿戴式设备等。车载式电子产品例如但不局限为车载导航仪、车载DVD等。金融终端产品例如但不局限为ATM机、自助办理业务的终端等。The electronic device 600 is, for example but not limited to, a suitable type of electronic product such as a consumer electronic product, a home electronic product, a vehicle-mounted electronic product, a financial terminal product, or the like. Among them, consumer electronic products such as but not limited to mobile phones, tablets, notebook computers, desktop monitors, computer integrated machines. Home-based electronic products such as, but not limited to, smart door locks, televisions, refrigerators, wearable devices, and the like. Vehicle-mounted electronic products such as, but not limited to, car navigation systems, car DVDs, and the like. The financial terminal products are, for example, but not limited to ATM machines, terminals for self-service business, and the like.
在本实施方式中,以电子设备600为手机为例进行说明。所述手机例如为全面屏的手机,所述身份识别装置500例如设置在手机的正面顶端。当然,所述手机也并不限制于全面屏手机。In the present embodiment, the electronic device 600 will be described as an example of a mobile phone. The mobile phone is, for example, a full screen mobile phone, and the identification device 500 is disposed, for example, at the front top of the mobile phone. Of course, the mobile phone is not limited to a full screen mobile phone.
例如,当用户需要进行开机解锁时,抬起手机或触摸手机的屏幕都可以起到唤醒该身份识别装置500的作用。当该身份识别装置500被唤醒之后,识别该手机前方的用户是合法的用户时,则解锁屏幕。For example, when the user needs to perform boot unlocking, the screen of lifting up the mobile phone or touching the mobile phone can function to wake up the identity recognition device 500. When the identity recognition device 500 is woken up and recognizes that the user in front of the mobile phone is a legitimate user, the screen is unlocked.
当然,可变更地,该电子设备600中的身份识别装置500也可以替换为目标的3D映射的装置400。Of course, the identity recognition device 500 in the electronic device 600 can also be replaced with the target 3D mapped device 400.
与现有技术相比较,由于本申请的用于目标的3D映射的装置400,有利于减少3D映射的计算量,从而有利于降低3D映射的成本,因此,本申请的身份识别装置500、电子设备600的成本较低。Compared with the prior art, the device 400 for target 3D mapping of the present application is advantageous for reducing the calculation amount of the 3D mapping, thereby facilitating the cost reduction of the 3D mapping. Therefore, the identity recognition device 500 and the electronic device of the present application are The cost of device 600 is lower.
在本说明书的描述中,参考术语“一个实施方式”、“某些实施方式”、“示意性实施方式”、“示例”、“具体示例”、或“一些示例”等的描述意指结合所述实施方式或示例描述的具体特征、结构、材料或者特点包含于本申请的至少一个实施方式或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施方式或示例。而且,描述的具体特征、结构、材料或者特点可以在任何的一个或多个实施方式或示例中以合适的方式结合。In the description of the present specification, the description with reference to the terms "one embodiment", "some embodiments", "illustrative embodiment", "example", "specific example", or "some examples", etc. The specific features, structures, materials, or characteristics described in the embodiments or examples are included in at least one embodiment or example of the application. In the present specification, the schematic representation of the above terms does not necessarily mean the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in a suitable manner in any one or more embodiments or examples.
上面描述的内容可以单独地或者以各种方式组合起来实施,而这些变型方式都在本申请的保护范围之内。The above description may be implemented individually or in combination in various ways, and such modifications are within the scope of the present application.
最后应说明的是:以上实施例仅用以说明本申请的技术方案,而非对其限制。尽管参照前述实施例对本申请进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本申请各实施例技术方案的精神和范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present application, and are not limited thereto. Although the present application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that the technical solutions described in the foregoing embodiments may be modified or equivalently substituted for some of the technical features. Modifications or substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present application.
Claims (21)
- 一种用于目标的3D映射的方法,其特征在于,包括:A method for 3D mapping of a target, comprising:使用光源投射装置投射点阵图案至目标,其中,所述点阵图案呈网格排布;Projecting a dot pattern to a target using a light source projection device, wherein the dot pattern is arranged in a grid;捕获所述目标上的点阵图案的图像;和Capturing an image of a dot pattern on the target; and处理捕获的点阵图案的图像,从而导出所述目标的3D图。An image of the captured lattice pattern is processed to derive a 3D map of the target.
- 如权利要求1所述的方法,其特征在于,每个网格仅各个边上有光斑。The method of claim 1 wherein each grid has only a spot on each side.
- 如权利要求1所述的方法,其特征在于,所述网格为正方形。The method of claim 1 wherein said grid is square.
- 如权利要求2所述的方法,其特征在于,所述点阵图案的每个网格的每条边至少有三个光斑。The method of claim 2 wherein each side of each grid of said dot pattern has at least three spots.
- 如权利要求4所述的方法,其特征在于,所述点阵图案的每个网格的每条边有三个、四个、或五个光斑。The method of claim 4 wherein each of said grids of said lattice pattern has three, four, or five spots per side.
- 如权利要求1-5中任意一项所述的方法,其特征在于,所述点阵图案的每个网格的每条边的长度为7mm。A method according to any one of claims 1 to 5, wherein each side of each grid of the dot pattern has a length of 7 mm.
- 如权利要求1-5中任意一项所述的方法,其特征在于,所述光斑的直径为1mm。A method according to any one of claims 1 to 5, wherein the spot has a diameter of 1 mm.
- 如权利要求1-5中任意一项所述的方法,其特征在于,所述光源投射装置投射点阵图案的射程为40cm。A method according to any one of claims 1 to 5, wherein the light source projection device projects a dot pattern with a range of 40 cm.
- 如权利要求1-5中任意一项所述的方法,其特征在于,使用所述光源投射装置投射红外光点阵图案至该目标。A method according to any one of claims 1 to 5, wherein the light source projection device is used to project an infrared light dot pattern to the target.
- 一种用于目标的3D映射的装置,其特征在于,包括:An apparatus for 3D mapping of a target, comprising:光源投射装置,用于投射点阵图案至目标,其中,所述点阵图案呈网格排布;a light source projecting device for projecting a dot pattern to a target, wherein the dot pattern is arranged in a grid;图像传感装置,用于捕获所述目标上的点阵图案的图像;和An image sensing device for capturing an image of a dot pattern on the target; and处理器,用于处理捕获的点阵图案的图像,从而导出所述目标的3D图。a processor for processing an image of the captured lattice pattern to derive a 3D map of the target.
- 如权利要求10所述的装置,其特征在于,每个网格仅各个边上有光斑。The apparatus of claim 10 wherein each grid has only a spot on each side.
- 如权利要求10所述的装置,其特征在于,所述网格为正方形。The device of claim 10 wherein said grid is square.
- 如权利要求12所述的装置,其特征在于,所述点阵图案的每个网格的每条边至少有三个光斑。The apparatus of claim 12 wherein each side of each grid of said dot pattern has at least three spots.
- 如权利要求13所述的装置,其特征在于,所述点阵图案的每个网格的每条边有三个、四个、或五个光斑。The apparatus of claim 13 wherein each of said grids of said dot pattern has three, four, or five spots per side.
- 如权利要求10-14中任意一项所述的装置,其特征在于,所述点阵图案的每个网格的每条边的长度为7mm。A device according to any one of claims 10-14, wherein each side of each grid of the dot pattern has a length of 7 mm.
- 如权利要求10-14中任意一项所述的装置,其特征在于,所述光斑的直径为1mm。A device according to any of claims 10-14, wherein the spot has a diameter of 1 mm.
- 如权利要求10-14中任意一项所述的装置,其特征在于,所述光源投射装置投射点阵图像的射程为40cm。A device according to any one of claims 10-14, wherein the light source projection device projects a bitmap image with a range of 40 cm.
- 如权利要求10-14中任意一项所述的装置,其特征在于,所述光源投射装置用于投射红外光点阵图案至该目标。Apparatus according to any of claims 10-14, wherein said light source projection means is adapted to project an infrared light dot pattern to the target.
- 一种身份识别装置,其特征在于,包括识别模块和上述权利要求10-18中任意一项所述的装置;该识别模块用于根据该装置所导出的目标的3D图进行身份识别。An identification device comprising an identification module and the apparatus of any of the preceding claims 10-18; the identification module for identifying the 3D map of the target derived by the apparatus.
- 如权利要求19所述的身份识别装置,其特征在于,该身份识别装置包括脸部识别装置。The identity recognition device of claim 19, wherein the identity recognition device comprises a face recognition device.
- 一种电子设备,包括上述权利要求10-18中任意一项所述的用于目标的3D映射的装置或者上述权利要求19或20所述的身份识别装置。An electronic device comprising the apparatus for 3D mapping of a target according to any one of claims 10-18 or the identity recognition apparatus according to claim 19 or 20.
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Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
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CN106296643A (en) * | 2015-06-10 | 2017-01-04 | 西安蒜泥电子科技有限责任公司 | Characteristic point replenishment system for multi-view geometry three-dimensional reconstruction |
CN106991716A (en) * | 2016-08-08 | 2017-07-28 | 深圳市圆周率软件科技有限责任公司 | A kind of panorama three-dimensional modeling apparatus, method and system |
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CN106991716A (en) * | 2016-08-08 | 2017-07-28 | 深圳市圆周率软件科技有限责任公司 | A kind of panorama three-dimensional modeling apparatus, method and system |
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