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1. WO2020135554 - IMAGE PROCESSING METHOD, DEVICE AND APPARATUS, AND STORAGE MEDIUM

Publication Number WO/2020/135554
Publication Date 02.07.2020
International Application No. PCT/CN2019/128573
International Filing Date 26.12.2019
IPC
G06K 9/00 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR 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
CPC
G06K 9/00
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
G06K 9/00711
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
00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
00711Recognising video content, e.g. extracting audiovisual features from movies, extracting representative key-frames, discriminating news vs. sport content
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
G06K 9/6256
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
6217Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
6256Obtaining sets of training patterns; Bootstrap methods, e.g. bagging, boosting
G06N 3/04
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
G06N 3/0454
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
0454using a combination of multiple neural nets
Applicants
  • 百果园技术(新加坡)有限公司 BIGO TECHNOLOGY PTE. LTD. [SG]/[SG]
Inventors
  • 张壮辉 ZHANG, Zhuanghui
  • 梁柱锦 LIANG, Zhujin
  • 王俊东 WANG, Jundong
  • 梁德澎 LIANG, Depeng
  • 张树业 ZHANG, Shuye
Agents
  • 北京品源专利代理有限公司 BEYOND ATTORNEYS AT LAW
Priority Data
201811648151.229.12.2018CN
Publication Language Chinese (ZH)
Filing Language Chinese (ZH)
Designated States
Title
(EN) IMAGE PROCESSING METHOD, DEVICE AND APPARATUS, AND STORAGE MEDIUM
(FR) PROCÉDÉ, DISPOSITIF ET APPAREIL DE TRAITEMENT D'IMAGE, ET SUPPORT DE STOCKAGE
(ZH) 图片处理方法、装置、设备及存储介质
Abstract
(EN)
An image processing method, device and apparatus, and a storage medium. The method comprises: acquiring an original image and auxiliary information of the original image (110); inputting the original image into a main path of a first visual task processing model to obtain an object feature map, and inputting the auxiliary information into a branch of the first visual task processing model to obtain an auxiliary feature map (120); and fusing the object feature map and the auxiliary feature map, and inputting the fused feature map into the main path of the first visual task processing model to obtain a response map of the original image (130).
(FR)
L'invention concerne un procédé, un dispositif et un appareil de traitement d'image, ainsi qu'un support de stockage. Le procédé consiste à : acquérir une image d'origine et les informations auxiliaires de l'image d'origine (110) ; entrer l'image d'origine dans un chemin principal d'un premier modèle de traitement de tâche visuelle afin d’obtenir une carte de caractéristiques d'objet, puis entrer les informations auxiliaires dans une branche du premier modèle de traitement de tâche visuelle afin d’obtenir une carte de caractéristiques auxiliaires (120) ; et fusionner la carte de caractéristiques d'objet et la carte de caractéristiques auxiliaires, puis entrer la carte de caractéristiques fusionnée dans le chemin principal du premier modèle de traitement de tâches visuelles afin d’obtenir une carte de réponse de l'image d'origine (130).
(ZH)
一种图片处理方法、装置、设备及存储介质。该方法包括:获取原始图片和原始图片的辅助信息(110)。将原始图片输入第一视觉任务处理模型的主路,得到对象特征图,并且将辅助信息输入第一视觉任务处理模型的支路,得到辅助特征图(120)。将对象特征图和辅助特征图融合后输入第一视觉任务处理模型的主路,得到原始图片的响应图(130)。
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