Skip navigation
Skip navigation

Optimal Couple Projections for Domain Adaptive Sparse Representation-Based Classification

Zhang, Guoqing; Sun, Juaijiang; Porikli, Fatih; Liu, Yazhou; Sun, Quansen


In recent years, sparse representation-based classification (SRC) is one of the most successful methods and has been shown impressive performance in various classification tasks. However, when the training data have a different distribution than the testing data, the learned sparse representation may not be optimal, and the performance of SRC will be degraded significantly. To address this problem, in this paper, we propose an optimal couple projections for domain-adaptive SRC (OCPD-SRC)...[Show more]

CollectionsANU Research Publications
Date published: 2017
Type: Journal article
Source: IEEE Transactions on Image Processing
DOI: 10.1109/TIP.2017.2745684


File Description SizeFormat Image
01_Zhang_Optimal_Couple_Projections_for_2017.pdf3.92 MBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator