Improved deep learning techniques for recognition and labeling

• Main Author: Abrar Hamzeh Saad Abdul Nabi
• Other Authors: Chau Lap Pui
• Format: Theses and Dissertations
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/72748
• Institution: Nanyang Technological University

Representing images in robust, discriminative and informative features is deemed to be crucial for good recognition performance on many fundamental computer vision problems such as semantic attribute prediction and semantic image segmentation. Researchers tend to rely on hand-crafted features like S...