EP3682370A4 - Système visionique sans prise de vue sensible aux attributs par l'intermédiaire de représentations éparses communes - Google Patents

Système visionique sans prise de vue sensible aux attributs par l'intermédiaire de représentations éparses communes Download PDF

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Publication number
EP3682370A4
EP3682370A4 EP18856563.4A EP18856563A EP3682370A4 EP 3682370 A4 EP3682370 A4 EP 3682370A4 EP 18856563 A EP18856563 A EP 18856563A EP 3682370 A4 EP3682370 A4 EP 3682370A4
Authority
EP
European Patent Office
Prior art keywords
system via
vision system
machine vision
via joint
joint sparse
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.)
Pending
Application number
EP18856563.4A
Other languages
German (de)
English (en)
Other versions
EP3682370A1 (fr
Inventor
Soheil KOLOURI
Mohammad Rostami
Kyungnam Kim
Yuri Owechko
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
HRL Laboratories LLC
Original Assignee
HRL Laboratories LLC
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Priority claimed from US15/949,896 external-priority patent/US10755149B2/en
Application filed by HRL Laboratories LLC filed Critical HRL Laboratories LLC
Publication of EP3682370A1 publication Critical patent/EP3682370A1/fr
Publication of EP3682370A4 publication Critical patent/EP3682370A4/fr
Pending legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2134—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on separation criteria, e.g. independent component analysis
    • G06F18/21345—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on separation criteria, e.g. independent component analysis enforcing sparsity or involving a domain transformation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/70—Labelling scene content, e.g. deriving syntactic or semantic representations
    • 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
    • G06V2201/10—Recognition assisted with metadata

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computational Linguistics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
EP18856563.4A 2017-09-12 2018-07-12 Système visionique sans prise de vue sensible aux attributs par l'intermédiaire de représentations éparses communes Pending EP3682370A4 (fr)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201762557721P 2017-09-12 2017-09-12
US15/949,896 US10755149B2 (en) 2017-05-05 2018-04-10 Zero shot machine vision system via joint sparse representations
PCT/US2018/041806 WO2019055114A1 (fr) 2017-09-12 2018-07-12 Système visionique sans prise de vue sensible aux attributs par l'intermédiaire de représentations éparses communes

Publications (2)

Publication Number Publication Date
EP3682370A1 EP3682370A1 (fr) 2020-07-22
EP3682370A4 true EP3682370A4 (fr) 2021-06-09

Family

ID=65723016

Family Applications (1)

Application Number Title Priority Date Filing Date
EP18856563.4A Pending EP3682370A4 (fr) 2017-09-12 2018-07-12 Système visionique sans prise de vue sensible aux attributs par l'intermédiaire de représentations éparses communes

Country Status (2)

Country Link
EP (1) EP3682370A4 (fr)
WO (1) WO2019055114A1 (fr)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110135459B (zh) * 2019-04-15 2023-04-07 天津大学 一种基于双三元组深度度量学习网络的零样本分类方法
CN110580501B (zh) * 2019-08-20 2023-04-25 天津大学 一种基于变分自编码对抗网络的零样本图像分类方法
CN112418257B (zh) * 2019-08-22 2023-04-18 四川大学 一种有效的基于潜在视觉属性挖掘的零样本学习方法
CN110807472B (zh) * 2019-10-12 2022-08-12 北京达佳互联信息技术有限公司 图像识别方法、装置、电子设备及存储介质
CN111325347B (zh) * 2020-02-19 2023-04-11 山东大学 基于可解释视觉推理模型的危险预警描述自动生成方法
CN112364894B (zh) * 2020-10-23 2022-07-08 天津大学 一种基于元学习的对抗网络的零样本图像分类方法
CN112364893B (zh) * 2020-10-23 2022-07-05 天津大学 一种基于数据增强的半监督零样本图像分类方法
CN113688879B (zh) * 2021-07-30 2024-05-24 南京理工大学 一种基于置信度分布外检测的广义零样本学习分类方法
CN114037879A (zh) * 2021-10-22 2022-02-11 北京工业大学 一种面向零样本识别的字典学习方法及装置
CN114494875A (zh) * 2022-01-27 2022-05-13 中国电力科学研究院有限公司 一种电网设备可视检测方法、系统、设备和介质
CN117333868A (zh) * 2022-06-24 2024-01-02 华为云计算技术有限公司 识别对象的方法、装置及存储介质
CN115424096B (zh) * 2022-11-08 2023-01-31 南京信息工程大学 一种多视角零样本图像识别方法
CN116109877B (zh) * 2023-04-07 2023-06-20 中国科学技术大学 组合式零样本图像分类方法、系统、设备及存储介质

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030202683A1 (en) * 2002-04-30 2003-10-30 Yue Ma Vehicle navigation system that automatically translates roadside signs and objects

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2011094757A1 (fr) * 2010-02-01 2011-08-04 Google Inc. Incorporation simultanée pour association d'éléments
GB2519348B (en) * 2013-10-18 2021-04-14 Vision Semantics Ltd Visual data mining
CN104036021A (zh) * 2014-06-26 2014-09-10 广西师范大学 混合生成式和判别式学习模型的图像语义标注方法
EP2990290B1 (fr) * 2014-09-01 2019-11-06 Honda Research Institute Europe GmbH Procédé et système de planification de manoeuvre post-collision et véhicule équipé d'un tel système
US10963504B2 (en) * 2016-02-12 2021-03-30 Sri International Zero-shot event detection using semantic embedding

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030202683A1 (en) * 2002-04-30 2003-10-30 Yue Ma Vehicle navigation system that automatically translates roadside signs and objects

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
HAMED HABIBI AGHDAM ET AL: "A Unified Framework for Coarse-to-Fine Recognition of Traffic Signs using Bayesian Network and Visual Attributes :", PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, 1 January 2015 (2015-01-01), pages 87 - 96, XP055757210, ISBN: 978-989-7580-91-8, DOI: 10.5220/0005303500870096 *
KODIROV ELYOR ET AL: "Unsupervised Domain Adaptation for Zero-Shot Learning", 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), IEEE, 7 December 2015 (2015-12-07), pages 2452 - 2460, XP032866587, DOI: 10.1109/ICCV.2015.282 *
See also references of WO2019055114A1 *

Also Published As

Publication number Publication date
WO2019055114A1 (fr) 2019-03-21
CN111052144A (zh) 2020-04-21
EP3682370A1 (fr) 2020-07-22

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