FR2996939B1 - Procede de classification d'un objet multimodal - Google Patents

Procede de classification d'un objet multimodal

Info

Publication number
FR2996939B1
FR2996939B1 FR1259769A FR1259769A FR2996939B1 FR 2996939 B1 FR2996939 B1 FR 2996939B1 FR 1259769 A FR1259769 A FR 1259769A FR 1259769 A FR1259769 A FR 1259769A FR 2996939 B1 FR2996939 B1 FR 2996939B1
Authority
FR
France
Prior art keywords
classifying
multimodal object
multimodal
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.)
Expired - Fee Related
Application number
FR1259769A
Other languages
English (en)
Other versions
FR2996939A1 (fr
Inventor
Amel Znaidia
Aymen Shabou
Borgne Herve Le
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.)
Commissariat a lEnergie Atomique et aux Energies Alternatives CEA
Original Assignee
Commissariat a lEnergie Atomique CEA
Commissariat a lEnergie Atomique et aux Energies Alternatives CEA
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
Application filed by Commissariat a lEnergie Atomique CEA, Commissariat a lEnergie Atomique et aux Energies Alternatives CEA filed Critical Commissariat a lEnergie Atomique CEA
Priority to FR1259769A priority Critical patent/FR2996939B1/fr
Priority to PCT/EP2013/070776 priority patent/WO2014056819A1/fr
Priority to US14/434,723 priority patent/US9569698B2/en
Priority to EP13774134.4A priority patent/EP2907079A1/fr
Publication of FR2996939A1 publication Critical patent/FR2996939A1/fr
Application granted granted Critical
Publication of FR2996939B1 publication Critical patent/FR2996939B1/fr
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
    • 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
    • G06F16/5846—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 extracted text
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/253—Fusion techniques of extracted features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G06F18/256—Fusion techniques of classification results, e.g. of results related to same input data of results relating to different input data, e.g. multimodal recognition
    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/806—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of extracted features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/40—Document-oriented image-based pattern recognition
    • G06V30/41—Analysis of document content
    • G06V30/413—Classification of content, e.g. text, photographs or tables
    • 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)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Library & Information Science (AREA)
  • Image Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
FR1259769A 2012-10-12 2012-10-12 Procede de classification d'un objet multimodal Expired - Fee Related FR2996939B1 (fr)

Priority Applications (4)

Application Number Priority Date Filing Date Title
FR1259769A FR2996939B1 (fr) 2012-10-12 2012-10-12 Procede de classification d'un objet multimodal
PCT/EP2013/070776 WO2014056819A1 (fr) 2012-10-12 2013-10-07 Procede de classification d'un objet multimodal
US14/434,723 US9569698B2 (en) 2012-10-12 2013-10-07 Method of classifying a multimodal object
EP13774134.4A EP2907079A1 (fr) 2012-10-12 2013-10-07 Procede de classification d'un objet multimodal

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
FR1259769A FR2996939B1 (fr) 2012-10-12 2012-10-12 Procede de classification d'un objet multimodal

Publications (2)

Publication Number Publication Date
FR2996939A1 FR2996939A1 (fr) 2014-04-18
FR2996939B1 true FR2996939B1 (fr) 2014-12-19

Family

ID=47741006

Family Applications (1)

Application Number Title Priority Date Filing Date
FR1259769A Expired - Fee Related FR2996939B1 (fr) 2012-10-12 2012-10-12 Procede de classification d'un objet multimodal

Country Status (4)

Country Link
US (1) US9569698B2 (fr)
EP (1) EP2907079A1 (fr)
FR (1) FR2996939B1 (fr)
WO (1) WO2014056819A1 (fr)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104239359B (zh) * 2013-06-24 2017-09-01 富士通株式会社 基于多模态的图像标注装置以及方法
CN103561276B (zh) * 2013-11-07 2017-01-04 北京大学 一种图像视频编解码方法
US9964499B2 (en) * 2014-11-04 2018-05-08 Toshiba Medical Systems Corporation Method of, and apparatus for, material classification in multi-energy image data
CN105095863B (zh) * 2015-07-14 2018-05-25 西安电子科技大学 基于相似性权值的半监督字典学习的人体行为识别方法
CA3017697C (fr) * 2016-03-17 2021-01-26 Imagia Cybernetics Inc. Procede et systeme pour traiter une tache avec robustesse par rapport a des informations d'entree manquantes
KR102593438B1 (ko) 2017-11-17 2023-10-24 삼성전자주식회사 뉴럴 네트워크 학습 방법 및 디바이스
US11528248B2 (en) * 2020-06-10 2022-12-13 Bank Of America Corporation System for intelligent multi-modal classification in a distributed technical environment
CN113642598B (zh) * 2021-06-25 2024-02-23 南京邮电大学 基于显著性编码和软分配的局部聚合描述子向量算法
CN117476247B (zh) * 2023-12-27 2024-04-19 杭州乐九医疗科技有限公司 一种疾病多模态数据智能分析方法

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6298169B1 (en) * 1998-10-27 2001-10-02 Microsoft Corporation Residual vector quantization for texture pattern compression and decompression
US6968092B1 (en) * 2001-08-21 2005-11-22 Cisco Systems Canada Co. System and method for reduced codebook vector quantization
US7129954B2 (en) * 2003-03-07 2006-10-31 Kabushiki Kaisha Toshiba Apparatus and method for synthesizing multi-dimensional texture
JP4199170B2 (ja) * 2004-07-20 2008-12-17 株式会社東芝 高次元テクスチャマッピング装置、方法及びプログラム
US8532927B2 (en) * 2008-11-07 2013-09-10 Intellectual Ventures Fund 83 Llc Generating photogenic routes from starting to destination locations
US8442309B2 (en) * 2009-06-04 2013-05-14 Honda Motor Co., Ltd. Semantic scene segmentation using random multinomial logit (RML)
US8171049B2 (en) * 2009-09-18 2012-05-01 Xerox Corporation System and method for information seeking in a multimedia collection
FR2989494B1 (fr) * 2012-04-16 2014-05-09 Commissariat Energie Atomique Procede de reconnaissance d'un contexte visuel d'une image et dispositif correspondant
US20140229307A1 (en) * 2013-02-12 2014-08-14 Ebay Inc. Method of identifying outliers in item categories

Also Published As

Publication number Publication date
FR2996939A1 (fr) 2014-04-18
US20150294194A1 (en) 2015-10-15
US9569698B2 (en) 2017-02-14
EP2907079A1 (fr) 2015-08-19
WO2014056819A1 (fr) 2014-04-17

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