Bridging images and natural language with deep learning

• Main Author: Gu, Jiuxiang
• Other Authors: Cai Jianfei
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/85399; http://hdl.handle.net/10220/50454
• Institution: Nanyang Technological University

Throughout the thesis, I demonstrate how each of the proposed methods can bridge the gap between images and natural language. Experimental results on public vision and language datasets have shown all these methods are able to obtain significant performance improvement on vision and language tasks s...