Exemplar based deep discriminative and shareable feature learning for scene image classification

• Main Authors: Zuo, Zhen, Wang, Gang, Shuai, Bing, Zhao, Lifan, Yang, Qingxiong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Information Sharing; Deep Feature Learning
• Online Access: https://hdl.handle.net/10356/86924; http://hdl.handle.net/10220/45212
• Institution: Nanyang Technological University

In order to encode the class correlation and class specific information in image representation, we propose a new local feature learning approach named Deep Discriminative and Shareable Feature Learning (DDSFL). DDSFL aims to hierarchically learn feature transformation filter banks to transform raw...