Novel Deep Learning Techniques For Computer Vision and Structure Health Monitoring
Pathirage, Chathurdara Sri Nadith
Assoc. Prof. Ling Li
MetadataShow full item record
Science and Engineering
This thesis proposes novel techniques in building a generic framework for both the regression and classification tasks in vastly different applications domains such as computer vision and civil engineering. Many frameworks have been proposed and combined into a complex deep network design to provide a complete solution to a wide variety of problems. The experiment results demonstrate significant improvements of all the proposed techniques towards accuracy and efficiency.