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1. WO2020062957 - SYSTEM, METHOD, AND COMPUTER-READABLE MEDIUM FOR IMAGE CLASSIFICATION

Publication Number WO/2020/062957
Publication Date 02.04.2020
International Application No. PCT/CN2019/092042
International Filing Date 20.06.2019
IPC
G06T 3/40 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
3Geometric image transformation in the plane of the image
40Scaling of a whole image or part thereof
CPC
G06K 9/46
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
46Extraction of features or characteristics of the image
G06K 9/62
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
G06T 3/4053
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
3Geometric image transformation in the plane of the image
40Scaling the whole image or part thereof
4053Super resolution, i.e. output image resolution higher than sensor resolution
Applicants
  • BOE TECHNOLOGY GROUP CO., LTD. [CN]/[CN]
Inventors
  • NAVARRETE MICHELINI, Pablo
  • ZHU, Dan
  • LIU, Hanwen
Agents
  • TEE&HOWE INTELLECTUAL PROPERTY ATTORNEYS
Priority Data
201811155147.230.09.2018CN
201811155252.630.09.2018CN
201811155326.630.09.2018CN
201811155930.930.09.2018CN
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) SYSTEM, METHOD, AND COMPUTER-READABLE MEDIUM FOR IMAGE CLASSIFICATION
(FR) SYSTÈME, PROCÉDÉ ET SUPPORT LISIBLE PAR ORDINATEUR POUR LA CLASSIFICATION D'IMAGE
Abstract
(EN)
The present disclosure generally relates to the field of deep learning technologies. A cascaded system for classifying an image includes a first cascade layer including a first analysis module coupled to a first input terminal, and a first pooling module coupled to the first analysis module; a second cascade layer including a second analysis module coupled to a second input terminal, and a second pooling module coupled to the first pooling module and the second analysis module; a synthesis layer coupled to the second pooling module, and an activation layer coupled to the synthesis layer.
(FR)
La présente invention concerne généralement le domaine des technologies d'apprentissage profond. Un système en cascade permettant de classifier une image comprend une première couche en cascade comportant un premier module d'analyse couplé à un premier terminal d'entrée, et un premier module de regroupement couplé au premier module d'analyse; une seconde couche en cascade comprenant un second module d'analyse couplé à un second terminal d'entrée, et un second module de regroupement couplé au premier module de regroupement et au second module d'analyse; une couche de synthèse couplée au second module de regroupement, et une couche d'activation couplée à la couche de synthèse.
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