ETRI-Knowledge Sharing Plaform

KOREAN
특허 검색
Status Country
Year ~ Keyword

Detail

Registered APPARATUS AND METHOD FOR CLASSIFYING CLOTHING ATTRIBUTES BASED ON DEEP LEARNING

Inventors
Application No.
17496588 (2021.10.07)
Publication No.
20230053151 (2023.02.16)
Registration No.
11983248 (2024.05.14)
Country
UNITED STATES
Project Code
21HS1500, Development of Human-care Robot Technology for Aging Society, Lee Jae Yeon
21HS1700, Development of Robot Intelligence Continually Adapting to User Responses in Real Service Environments, Minsu Jang
Abstract
Disclosed herein are an apparatus and method for classifying clothing attributes based on deep learning. The apparatus includes memory for storing at least one program and a processor for executing the program, wherein the program includes a first classification unit for outputting a first classification result for one or more attributes of clothing worn by a person included in an input image, a mask generation unit for outputting a mask tensor in which multiple mask layers respectively corresponding to principal part regions obtained by segmenting a body of the person included in the input image are stacked, a second classification unit for outputting a second classification result for the one or more attributes of the clothing by applying the mask tensor, and a final classification unit for determining and outputting a final classification result for the input image based on the first classification result and the second classification result.
Family
 
패밀리 특허 목록
Status Patent Country KIPRIS
Registered Apparatus and Method for Classifying Attribute of Clothes based on Deep-Learning KOREA KIPRIS
Registered Apparatus and Method for Classifying Attribute of Clothes based on Deep-Learning KOREA KIPRIS
Registered APPARATUS AND METHOD FOR CLASSIFYING CLOTHING ATTRIBUTES BASED ON DEEP LEARNING UNITED STATES