DOMAIN ADAPTATION-BASED OBJECT RECOGNITION APPARATUS AND METHOD

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...

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Main Authors LEE, Jeun Woo, PARK, Jong Youl, YUN, Ki Min, MOON, Jin Young, OH, Sung Chan, KWON, Yong Jin, KIM, Hyung Il
Format Patent
LanguageEnglish
Published 01.10.2020
Subjects
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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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.
AbstractList 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.
Author MOON, Jin Young
LEE, Jeun Woo
KIM, Hyung Il
OH, Sung Chan
KWON, Yong Jin
YUN, Ki Min
PARK, Jong Youl
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– fullname: KIM, Hyung Il
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Snippet A domain adaptation-based object recognition apparatus includes a memory configured to store a domain adaptation-based object recognition program and a...
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SubjectTerms CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
Title DOMAIN ADAPTATION-BASED OBJECT RECOGNITION APPARATUS AND METHOD
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