JPWO2021140642A1 - - Google Patents

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Publication number
JPWO2021140642A1
JPWO2021140642A1 JP2021569686A JP2021569686A JPWO2021140642A1 JP WO2021140642 A1 JPWO2021140642 A1 JP WO2021140642A1 JP 2021569686 A JP2021569686 A JP 2021569686A JP 2021569686 A JP2021569686 A JP 2021569686A JP WO2021140642 A1 JPWO2021140642 A1 JP WO2021140642A1
Authority
JP
Japan
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Application number
JP2021569686A
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JP7310931B2 (ja
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Publication of JPWO2021140642A1 publication Critical patent/JPWO2021140642A1/ja
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Publication of JP7310931B2 publication Critical patent/JP7310931B2/ja
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Classifications

    • 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
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G06V40/193—Preprocessing; Feature extraction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • 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
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • 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
    • G06N3/09—Supervised learning
    • 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
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993—Evaluation of the quality of the acquired pattern
    • 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
    • G06V40/18—Eye characteristics, e.g. of the iris
    • 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
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person
    • G06T2207/30201—Face

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • Databases & Information Systems (AREA)
  • Human Computer Interaction (AREA)
  • Ophthalmology & Optometry (AREA)
  • Medical Informatics (AREA)
  • Image Analysis (AREA)
  • Eye Examination Apparatus (AREA)
JP2021569686A 2020-01-10 2020-01-10 視線推定装置、視線推定方法、モデル生成装置、及びモデル生成方法 Active JP7310931B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/000643 WO2021140642A1 (ja) 2020-01-10 2020-01-10 視線推定装置、視線推定方法、モデル生成装置、及びモデル生成方法

Publications (2)

Publication Number Publication Date
JPWO2021140642A1 true JPWO2021140642A1 (ja) 2021-07-15
JP7310931B2 JP7310931B2 (ja) 2023-07-19

Family

ID=76787774

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2021569686A Active JP7310931B2 (ja) 2020-01-10 2020-01-10 視線推定装置、視線推定方法、モデル生成装置、及びモデル生成方法

Country Status (5)

Country Link
US (1) US20230036611A1 (ja)
EP (1) EP4089628A4 (ja)
JP (1) JP7310931B2 (ja)
CN (1) CN114787861A (ja)
WO (1) WO2021140642A1 (ja)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019028843A (ja) * 2017-08-01 2019-02-21 オムロン株式会社 人物の視線方向を推定するための情報処理装置及び推定方法、並びに学習装置及び学習方法
WO2019154511A1 (en) * 2018-02-09 2019-08-15 Pupil Labs Gmbh Devices, systems and methods for predicting gaze-related parameters using a neural network
US20190303724A1 (en) * 2018-03-30 2019-10-03 Tobii Ab Neural Network Training For Three Dimensional (3D) Gaze Prediction With Calibration Parameters

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019028843A (ja) * 2017-08-01 2019-02-21 オムロン株式会社 人物の視線方向を推定するための情報処理装置及び推定方法、並びに学習装置及び学習方法
WO2019154511A1 (en) * 2018-02-09 2019-08-15 Pupil Labs Gmbh Devices, systems and methods for predicting gaze-related parameters using a neural network
US20190303724A1 (en) * 2018-03-30 2019-10-03 Tobii Ab Neural Network Training For Three Dimensional (3D) Gaze Prediction With Calibration Parameters

Also Published As

Publication number Publication date
JP7310931B2 (ja) 2023-07-19
WO2021140642A1 (ja) 2021-07-15
EP4089628A1 (en) 2022-11-16
CN114787861A (zh) 2022-07-22
EP4089628A4 (en) 2023-05-10
US20230036611A1 (en) 2023-02-02

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