Novel Deep Learning Techniques For Computer Vision and Structure Health Monitoring
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...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Published: |
Curtin University
2018
|
| Online Access: | http://hdl.handle.net/20.500.11937/70569 |
| Summary: | 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. |
|---|