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Registered DOMAIN ADAPTATION-BASED OBJECT RECOGNITION APPARATUS AND METHOD

Inventors
Hyungil Kim, Park Jongyoul, Kwon Yongjin, Jeun Woo Lee, Kimin Yun, Moon Jin Young, Sungchan Oh
Application No.
16834500 (2020.03.30)
Publication No.
20200311389 (2020.10.01)
Registration No.
11380133 (2022.07.05)
Country
UNITED STATES
Project Code
18HS4600, Development of High Performance Visual Discovery Platform for Realtime and Large-Scale Data Analysis and Prediction, Park Jongyoul
Abstract
A domain adaptation-based object recognition apparatus includes a memory configured to store a domain adaptation-based object recognition program and a processor configured to execute the program. The processor learns a generative model for generating a feature or an image similar to a gallery image on the basis of domain adaptation in association with an input probe image and learns an object recognition classification model by using a learning database corresponding to the gallery image and the input probe image, thereby performing object recognition using the input probe image.
KSP Keywords
Classification models, Learning Database, Object Recognition, Recognition and classification, domain adaptation, generative models
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Status Patent Country KIPRIS
Registered APPARATUS AND METHOD FOR DOMAIN ADAPTATION-BASED OBJECT RECOGNITION KOREA KIPRIS