Registered
DOMAIN ADAPTATION-BASED OBJECT RECOGNITION APPARATUS AND METHOD
- Inventors
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Hyungil Kim, Kwon Yongjin, Kimin Yun, Park Jongyoul, Moon Jin Young, Jeun Woo Lee, Sungchan Oh
- Application No.
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16834500 (2020.03.30)
- Publication No.
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20200311389 (2020.10.01)
- Registration No.
- 11380133 (2022.07.05)
- Country
- UNITED STATES
- Project Code
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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, Generative models, Learning Database, Object recognition, Recognition and classification, domain adaptation
- Family
-