Domain adaptation and generalization for visual recognition

• Main Author: Niu, Li
• Other Authors: Cai Jianfei
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2017
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: http://hdl.handle.net/10356/69804
• Institution: Nanyang Technological University

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...