SG11202000075QA - Face image retrieval methods and systems, photographing apparatuses, and computer storage media - Google Patents
Face image retrieval methods and systems, photographing apparatuses, and computer storage mediaInfo
- Publication number
- SG11202000075QA SG11202000075QA SG11202000075QA SG11202000075QA SG11202000075QA SG 11202000075Q A SG11202000075Q A SG 11202000075QA SG 11202000075Q A SG11202000075Q A SG 11202000075QA SG 11202000075Q A SG11202000075Q A SG 11202000075QA SG 11202000075Q A SG11202000075Q A SG 11202000075QA
- Authority
- SG
- Singapore
- Prior art keywords
- face
- information
- face image
- retrieved
- systems
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 3
- 238000004364 calculation method Methods 0.000 abstract 2
- 238000013527 convolutional neural network Methods 0.000 abstract 2
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/53—Querying
- G06F16/532—Query formulation, e.g. graphical querying
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/53—Querying
- G06F16/538—Presentation of query results
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/78—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/783—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
- G06F16/7837—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using objects detected or recognised in the video content
- G06F16/784—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using objects detected or recognised in the video content the detected or recognised objects being people
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0463—Neocognitrons
-
- 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
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
- G06V10/751—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
- G06V40/169—Holistic features and representations, i.e. based on the facial image taken as a whole
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Multimedia (AREA)
- General Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Evolutionary Computation (AREA)
- Library & Information Science (AREA)
- Artificial Intelligence (AREA)
- Computing Systems (AREA)
- Software Systems (AREA)
- Human Computer Interaction (AREA)
- Mathematical Physics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Medical Informatics (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- Biomedical Technology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Processing Or Creating Images (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710774389.9A CN108228696B (zh) | 2017-08-31 | 2017-08-31 | 人脸图像检索方法和系统、拍摄装置、计算机存储介质 |
PCT/CN2018/102267 WO2019042230A1 (zh) | 2017-08-31 | 2018-08-24 | 人脸图像检索方法和系统、拍摄装置、计算机存储介质 |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11202000075QA true SG11202000075QA (en) | 2020-02-27 |
Family
ID=62655298
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11202000075QA SG11202000075QA (en) | 2017-08-31 | 2018-08-24 | Face image retrieval methods and systems, photographing apparatuses, and computer storage media |
Country Status (5)
Country | Link |
---|---|
US (1) | US11182594B2 (zh) |
JP (1) | JP7038744B2 (zh) |
CN (1) | CN108228696B (zh) |
SG (1) | SG11202000075QA (zh) |
WO (1) | WO2019042230A1 (zh) |
Families Citing this family (16)
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CN108228696B (zh) * | 2017-08-31 | 2021-03-23 | 深圳市商汤科技有限公司 | 人脸图像检索方法和系统、拍摄装置、计算机存储介质 |
US11501522B2 (en) * | 2017-12-06 | 2022-11-15 | Nec Corporation | Image recognition model generating device, image recognition model generating method, and image recognition model generating program storing medium |
CN109002789B (zh) * | 2018-07-10 | 2021-06-18 | 银河水滴科技(北京)有限公司 | 一种应用于摄像头的人脸识别方法 |
CN110874817B (zh) * | 2018-08-29 | 2022-02-01 | 上海商汤智能科技有限公司 | 图像拼接方法和装置、车载图像处理装置、设备、介质 |
CN110874632B (zh) * | 2018-08-31 | 2024-05-03 | 嘉楠明芯(北京)科技有限公司 | 图像识别处理方法和装置 |
CN109614910B (zh) * | 2018-12-04 | 2020-11-20 | 青岛小鸟看看科技有限公司 | 一种人脸识别方法和装置 |
KR20200081044A (ko) * | 2018-12-27 | 2020-07-07 | 삼성전자주식회사 | 뉴럴 네트워크의 컨볼루션 연산을 처리하는 방법 및 장치 |
CN110363106A (zh) * | 2019-06-25 | 2019-10-22 | 中国船舶重工集团公司第七一九研究所 | 一种人脸检测与匹配系统 |
CN110442742A (zh) * | 2019-07-31 | 2019-11-12 | 深圳市商汤科技有限公司 | 检索图像的方法及装置、处理器、电子设备及存储介质 |
CN110941730B (zh) * | 2019-11-29 | 2020-12-08 | 南京甄视智能科技有限公司 | 基于人脸特征数据偏移的检索方法与装置 |
CN111881813B (zh) * | 2020-07-24 | 2021-02-19 | 深圳市卡联科技股份有限公司 | 人脸识别终端的数据存储方法及系统 |
CN112241684A (zh) * | 2020-09-16 | 2021-01-19 | 四川天翼网络服务有限公司 | 一种人脸检索分布式计算方法及系统 |
JP7348150B2 (ja) * | 2020-09-17 | 2023-09-20 | ヤフー株式会社 | 学習装置、学習方法、及び学習プログラム |
CN112632300A (zh) * | 2020-09-29 | 2021-04-09 | 深圳市商汤科技有限公司 | 图像检索方法及装置、电子设备及存储介质 |
CN112989082B (zh) * | 2021-05-20 | 2021-07-23 | 南京甄视智能科技有限公司 | Cpu和gpu混合的自适应人脸搜索方法及系统 |
CN115456860B (zh) * | 2022-11-09 | 2023-03-24 | 深圳市唯特视科技有限公司 | 基于fpga的图像增强方法、装置、头盔、设备及介质 |
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JP6345520B2 (ja) * | 2014-07-10 | 2018-06-20 | 国立研究開発法人産業技術総合研究所 | 画像検索装置と画像検索プログラムと画像検索方法 |
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CN106897695A (zh) * | 2017-02-24 | 2017-06-27 | 上海斐讯数据通信技术有限公司 | 一种图像识别处理装置、系统及方法 |
WO2018192500A1 (zh) * | 2017-04-19 | 2018-10-25 | 上海寒武纪信息科技有限公司 | 处理装置和处理方法 |
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CN108228696B (zh) * | 2017-08-31 | 2021-03-23 | 深圳市商汤科技有限公司 | 人脸图像检索方法和系统、拍摄装置、计算机存储介质 |
WO2019167007A1 (en) * | 2018-03-01 | 2019-09-06 | Infotoo International Limited | Methods and apparatus for determining authenticity of an information bearing device |
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US12014273B2 (en) * | 2018-12-12 | 2024-06-18 | Kneron (Taiwan) Co., Ltd. | Low precision and coarse-to-fine dynamic fixed-point quantization design in convolution neural network |
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US11475298B2 (en) * | 2019-03-20 | 2022-10-18 | Gyrfalcon Technology Inc. | Using quantization in training an artificial intelligence model in a semiconductor solution |
CN109961102B (zh) * | 2019-03-30 | 2021-06-22 | 北京市商汤科技开发有限公司 | 图像处理方法、装置、电子设备及存储介质 |
-
2017
- 2017-08-31 CN CN201710774389.9A patent/CN108228696B/zh active Active
-
2018
- 2018-08-24 WO PCT/CN2018/102267 patent/WO2019042230A1/zh active Application Filing
- 2018-08-24 JP JP2019571526A patent/JP7038744B2/ja active Active
- 2018-08-24 SG SG11202000075QA patent/SG11202000075QA/en unknown
-
2019
- 2019-12-31 US US16/732,225 patent/US11182594B2/en active Active
Also Published As
Publication number | Publication date |
---|---|
JP7038744B2 (ja) | 2022-03-18 |
CN108228696B (zh) | 2021-03-23 |
JP2020524348A (ja) | 2020-08-13 |
CN108228696A (zh) | 2018-06-29 |
US20200151434A1 (en) | 2020-05-14 |
WO2019042230A1 (zh) | 2019-03-07 |
US11182594B2 (en) | 2021-11-23 |
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