Novel Deep Learning Techniques For Computer Vision and Structure Health Monitoring
|dc.contributor.author||Pathirage, Chathurdara Sri Nadith|
|dc.contributor.supervisor||Assoc. Prof. Ling Li||en_US|
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.
|dc.title||Novel Deep Learning Techniques For Computer Vision and Structure Health Monitoring||en_US|
|curtin.faculty||Science and Engineering||en_US|