Bridging images and natural language with deep learning

• المؤلف الرئيسي: Gu, Jiuxiang
• مؤلفون آخرون: Cai Jianfei
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2019
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/85399; http://hdl.handle.net/10220/50454

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 such as image captioning and cross-modal retrieval.