DOMAIN ADAPTATION-BASED OBJECT RECOGNITION APPARATUS AND METHOD

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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Bibliographische Detailangaben
Hauptverfasser: LEE, Jeun Woo, PARK, Jong Youl, YUN, Ki Min, MOON, Jin Young, OH, Sung Chan, KWON, Yong Jin, KIM, Hyung Il
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Beschreibung
Zusammenfassung: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.