JP2023503747A - 障害検出方法及び装置、電子機器、記憶媒体並びにコンピュータプログラム - Google Patents
障害検出方法及び装置、電子機器、記憶媒体並びにコンピュータプログラム Download PDFInfo
- Publication number
- JP2023503747A JP2023503747A JP2021562323A JP2021562323A JP2023503747A JP 2023503747 A JP2023503747 A JP 2023503747A JP 2021562323 A JP2021562323 A JP 2021562323A JP 2021562323 A JP2021562323 A JP 2021562323A JP 2023503747 A JP2023503747 A JP 2023503747A
- Authority
- JP
- Japan
- Prior art keywords
- target image
- detection target
- position information
- specific object
- detection
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
- 238000001514 detection method Methods 0.000 title claims abstract description 291
- 238000004590 computer program Methods 0.000 title claims abstract description 7
- 230000011218 segmentation Effects 0.000 claims abstract description 41
- 238000013528 artificial neural network Methods 0.000 claims description 47
- 238000012937 correction Methods 0.000 claims description 37
- 230000009466 transformation Effects 0.000 claims description 30
- 238000006243 chemical reaction Methods 0.000 claims description 9
- 230000001131 transforming effect Effects 0.000 claims description 6
- 238000000034 method Methods 0.000 description 33
- 238000004140 cleaning Methods 0.000 description 16
- 238000004458 analytical method Methods 0.000 description 14
- 230000008569 process Effects 0.000 description 10
- 238000010586 diagram Methods 0.000 description 7
- 239000011159 matrix material Substances 0.000 description 7
- 230000004927 fusion Effects 0.000 description 5
- 230000006870 function Effects 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 3
- 230000006872 improvement Effects 0.000 description 3
- 238000004364 calculation method Methods 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 230000018109 developmental process Effects 0.000 description 2
- 238000011895 specific detection Methods 0.000 description 2
- 238000013459 approach Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/80—Geometric correction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/80—Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
- G06V10/267—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10004—Still image; Photographic image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20084—Artificial neural networks [ANN]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/07—Target detection
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Image Analysis (AREA)
- Geometry (AREA)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011172403.6A CN112183476B (zh) | 2020-10-28 | 2020-10-28 | 一种障碍检测方法、装置、电子设备以及存储介质 |
CN202011172403.6 | 2020-10-28 | ||
PCT/CN2021/085927 WO2022088611A1 (zh) | 2020-10-28 | 2021-04-08 | 障碍检测方法、装置、电子设备、存储介质及计算机程序 |
Publications (1)
Publication Number | Publication Date |
---|---|
JP2023503747A true JP2023503747A (ja) | 2023-02-01 |
Family
ID=73923531
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2021562323A Withdrawn JP2023503747A (ja) | 2020-10-28 | 2021-04-08 | 障害検出方法及び装置、電子機器、記憶媒体並びにコンピュータプログラム |
Country Status (4)
Country | Link |
---|---|
JP (1) | JP2023503747A (zh) |
KR (1) | KR20220060500A (zh) |
CN (1) | CN112183476B (zh) |
WO (1) | WO2022088611A1 (zh) |
Families Citing this family (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112183476B (zh) * | 2020-10-28 | 2022-12-23 | 深圳市商汤科技有限公司 | 一种障碍检测方法、装置、电子设备以及存储介质 |
CN112711263B (zh) * | 2021-01-19 | 2024-10-15 | 未来机器人(深圳)有限公司 | 仓储自动导引车避障方法、装置、计算机设备和存储介质 |
CN113158779B (zh) * | 2021-03-09 | 2024-06-07 | 美智纵横科技有限责任公司 | 一种行走方法、装置和计算机存储介质 |
CN112966658B (zh) * | 2021-03-30 | 2024-06-18 | 深圳市优必选科技股份有限公司 | 机器人导航方法、装置、终端设备及计算机可读存储介质 |
CN115376109B (zh) * | 2022-10-25 | 2023-03-24 | 杭州华橙软件技术有限公司 | 障碍物检测方法、障碍物检测装置以及存储介质 |
Family Cites Families (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5635770B2 (ja) * | 2009-12-24 | 2014-12-03 | 京セラ株式会社 | 障害物検出装置 |
CN105115490A (zh) * | 2015-07-16 | 2015-12-02 | 深圳前海达闼科技有限公司 | 一种确定室内可活动区域的方法及装置 |
KR101690511B1 (ko) * | 2015-09-14 | 2016-12-28 | 주식회사 서연전자 | 자율 주행 차량의 제어 시스템 및 그 제어 방법 |
CN110246142A (zh) * | 2019-06-14 | 2019-09-17 | 深圳前海达闼云端智能科技有限公司 | 一种检测障碍物的方法、终端和可读存储介质 |
CN110502019A (zh) * | 2019-09-06 | 2019-11-26 | 北京云迹科技有限公司 | 一种室内机器人的避障方法及装置 |
CN110974088B (zh) * | 2019-11-29 | 2021-09-24 | 深圳市杉川机器人有限公司 | 扫地机器人控制方法、扫地机器人及存储介质 |
CN111126251B (zh) * | 2019-12-20 | 2022-08-02 | 深圳市商汤科技有限公司 | 图像处理方法、装置、设备和存储介质 |
CN111462135B (zh) * | 2020-03-31 | 2023-04-21 | 华东理工大学 | 基于视觉slam与二维语义分割的语义建图方法 |
CN112183476B (zh) * | 2020-10-28 | 2022-12-23 | 深圳市商汤科技有限公司 | 一种障碍检测方法、装置、电子设备以及存储介质 |
-
2020
- 2020-10-28 CN CN202011172403.6A patent/CN112183476B/zh active Active
-
2021
- 2021-04-08 KR KR1020217034499A patent/KR20220060500A/ko unknown
- 2021-04-08 WO PCT/CN2021/085927 patent/WO2022088611A1/zh active Application Filing
- 2021-04-08 JP JP2021562323A patent/JP2023503747A/ja not_active Withdrawn
Also Published As
Publication number | Publication date |
---|---|
CN112183476A (zh) | 2021-01-05 |
CN112183476B (zh) | 2022-12-23 |
WO2022088611A1 (zh) | 2022-05-05 |
KR20220060500A (ko) | 2022-05-11 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP2023503747A (ja) | 障害検出方法及び装置、電子機器、記憶媒体並びにコンピュータプログラム | |
CN108779980B (zh) | 使用数字图像和深度数据确定尺寸的设备和方法 | |
Kang et al. | Automatic targetless camera–lidar calibration by aligning edge with gaussian mixture model | |
JP6992000B2 (ja) | バーコードを走査し寸法決定する方法及び装置 | |
EP4283567A1 (en) | Three-dimensional map construction method and apparatus | |
JP5328979B2 (ja) | 物体認識方法、物体認識装置、自律移動ロボット | |
JP6417702B2 (ja) | 画像処理装置、画像処理方法および画像処理プログラム | |
US9535538B2 (en) | System, information processing apparatus, and information processing method | |
US10091489B2 (en) | Image capturing device, image processing method, and recording medium | |
US11748998B1 (en) | Three-dimensional object estimation using two-dimensional annotations | |
US9886769B1 (en) | Use of 3D depth map with low and high resolution 2D images for gesture recognition and object tracking systems | |
JP2008506953A (ja) | 機械視覚のための方法及び装置 | |
JP2015158461A (ja) | 姿勢推定装置、姿勢推定方法及び姿勢推定用コンピュータプログラム | |
CN113052907B (zh) | 一种动态环境移动机器人的定位方法 | |
JP2015072715A (ja) | 複数のカメラに対する複数部品コレスポンダ | |
US11854255B2 (en) | Human-object scene recognition method, device and computer-readable storage medium | |
KR20180065666A (ko) | 차량의 영상 처리 장치 및 방법 | |
JP2018073308A (ja) | 認識装置、プログラム | |
Cociaş et al. | Multiple-superquadrics based object surface estimation for grasping in service robotics | |
JP7509897B2 (ja) | 深度画像生成方法及び装置、基準画像生成方法及び装置、電子機器、ならびにコンピュータプログラム | |
KR20230052208A (ko) | 학습 세트 생성 방법, 학습 세트 생성 장치, 및 학습 세트 생성 시스템 | |
JP2021022185A (ja) | 画像処理装置、画像処理プログラム、及び画像処理方法 | |
US20240071024A1 (en) | System and method for scene rectification via homography estimation | |
CN219126188U (zh) | 一种高匹配度扫地机器人 | |
RU2779522C1 (ru) | Способ распознавания объектов и устройство распознавания объектов |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20211020 |
|
A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20211020 |
|
A761 | Written withdrawal of application |
Free format text: JAPANESE INTERMEDIATE CODE: A761 Effective date: 20230214 |