Domain adaptation and generalization for visual recognition

In many visual recognition tasks, the domain distribution mismatch between the training set (i.e., source domain) and the test set (i.e., target domain) may cause the performance of the classifier learnt from the training set to be significantly degraded on the test set. The solutions to address the...

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Bibliographic Details
Main Author: Niu, Li
Other Authors: Cai Jianfei
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2017
Subjects:
Online Access:http://hdl.handle.net/10356/69804
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Institution: Nanyang Technological University
Language: English