A deep learning framework for object detection under rainy conditions

• Main Author: Tay, Nicholas Kwang Wei
• Other Authors: Soong Boon Hee
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/139580
• Institution: Nanyang Technological University

Adhesive raindrops on glass have been known to diffract light and distort parts of the scene behind them. In the modern days object detection applications, these raindrops pose as a nuisance since they hamper the detectability of the objects in a scene. As a result, much more effort has been placed...