ES2116286T3 - Procedimiento para compresion de imagenes por auto-organizacion de una red neuronal. - Google Patents

Procedimiento para compresion de imagenes por auto-organizacion de una red neuronal.

Info

Publication number
ES2116286T3
ES2116286T3 ES91900843T ES91900843T ES2116286T3 ES 2116286 T3 ES2116286 T3 ES 2116286T3 ES 91900843 T ES91900843 T ES 91900843T ES 91900843 T ES91900843 T ES 91900843T ES 2116286 T3 ES2116286 T3 ES 2116286T3
Authority
ES
Spain
Prior art keywords
pct
neuron
compression
picture
inputs
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 - Lifetime
Application number
ES91900843T
Other languages
English (en)
Inventor
Gilles Burel
Isabelle Poitier
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.)
Vantiva SA
Original Assignee
Thomson Multimedia SA
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 Thomson Multimedia SA filed Critical Thomson Multimedia SA
Application granted granted Critical
Publication of ES2116286T3 publication Critical patent/ES2116286T3/es
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T9/00—Image coding
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T9/00—Image coding
    • G06T9/002—Image coding using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F18/2137—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on criteria of topology preservation, e.g. multidimensional scaling or self-organising maps
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00—General purpose image data processing
    • G06T1/20—Processor architectures; Processor configuration, e.g. pipelining
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Biology (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Signal Processing (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
  • Peptides Or Proteins (AREA)
  • Color Television Systems (AREA)
  • Compression Of Band Width Or Redundancy In Fax (AREA)

Abstract

EL PROCESO DE COMPRESION DE IMAGENES CONSISTE EN TRATAR UN BLOQUE PIXELS CORRIENTE DESPLAZADO EN LA IMAGEN A COMPRIMIR UTILIZANDO UNA RED DE N NEURONAS, 1 A N, DISPUESTOS EN UN MISMO PLANO, TENIENDO CADA NEURONA UN NUMERO DE ENTRADAS IGUAL A LA DIMENSION DE LOS BLOQUES EXTRAIDOS DE LA IMAGEN, Y DE TAL MANERA QUE, DESPUES DE UNA FASE DE APRENDIZAJE DURANTE LA CUAL LA RED SE AUTOORGANIZA, DE MANERA QUE LAS NEURONAS REPRESENTAN LOS VALORES DE ENTRADA MAS PROBABLES, CADA NEURONA RECIBE, EN EL MISMO INSTANTE, SOBRE SUS ENTRADAS LOS PIXELS DEL BLOQUE CORRIENTE Y EMITE EN LA SALIDA UNA SEÑAL, O POTENCIAL, DJ QUE ES POSITIVO Y POR CONSIGUIENTE MAS DEBIL QUE EL ESTADO DE LA NEURONA J CORRESPONDIENTE CERCANA AL ESTADO DE LAS ENTRADAS EI, EN CODIFICAR EL BLOQUE DE PIXELS CORRIENTE POR UN CODIGO ASOCIADO A LA NEURONA J CUYO POTENCIAL DJ ES MINIMO. LA INVENCION SE APLICA, EN PARTICULAR, EN LA COMPRESION DE IMAGENES DE TELEVISION.
ES91900843T 1989-12-06 1990-12-06 Procedimiento para compresion de imagenes por auto-organizacion de una red neuronal. Expired - Lifetime ES2116286T3 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
FR898916111A FR2655450B1 (fr) 1989-12-06 1989-12-06 Procede de compression d'images par auto-organisation d'un reseau neuronal.

Publications (1)

Publication Number Publication Date
ES2116286T3 true ES2116286T3 (es) 1998-07-16

Family

ID=9388202

Family Applications (1)

Application Number Title Priority Date Filing Date
ES91900843T Expired - Lifetime ES2116286T3 (es) 1989-12-06 1990-12-06 Procedimiento para compresion de imagenes por auto-organizacion de una red neuronal.

Country Status (9)

Country Link
US (1) US5369503A (es)
EP (1) EP0456804B1 (es)
JP (1) JPH04504492A (es)
KR (1) KR920701914A (es)
AT (1) ATE164017T1 (es)
DE (1) DE69032127T2 (es)
ES (1) ES2116286T3 (es)
FR (1) FR2655450B1 (es)
WO (1) WO1991008546A1 (es)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH07170521A (ja) * 1993-12-15 1995-07-04 Canon Inc 画像処理装置
CN108062780B (zh) * 2017-12-29 2019-08-09 百度在线网络技术（北京）有限公司 图像压缩方法和装置
US11507846B2 (en) * 2018-03-26 2022-11-22 Nvidia Corporation Representing a neural network utilizing paths within the network to improve a performance of the neural network
FR3129802B1 (fr) 2021-11-30 2023-12-15 Orange Procédé d’encodage de partitions d’images, et dispositif associé

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2639739B1 (fr) * 1988-11-25 1991-03-15 Labo Electronique Physique Procede et dispositif de compression de donnees d'image utilisant un reseau de neurones
US5041916A (en) * 1989-02-07 1991-08-20 Matsushita Electric Industrial Co., Ltd. Color image data compression and recovery apparatus based on neural networks

Also Published As

Publication number Publication date
ATE164017T1 (de) 1998-03-15
WO1991008546A1 (fr) 1991-06-13
JPH04504492A (ja) 1992-08-06
DE69032127T2 (de) 1998-07-02
KR920701914A (ko) 1992-08-12
EP0456804B1 (fr) 1998-03-11
FR2655450A1 (fr) 1991-06-07
EP0456804A1 (fr) 1991-11-21
FR2655450B1 (fr) 1994-07-29
US5369503A (en) 1994-11-29
DE69032127D1 (de) 1998-04-16

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