Deep learning based tools for drone surveillance and detection in adverse environmental conditions

• Main Author: Chia, Wei Fong
• Other Authors: Lye Sun Woh
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Aeronautical engineering::Accidents and air safety
• Online Access: https://hdl.handle.net/10356/159074
• Institution: Nanyang Technological University

This study explores the design of an automated Machine pipeline comprising state-of-theart image enhancement and object detection algorithms as an aid for air traffic controllers to quickly spot and identify drone incursions in the surrounding airspace. Experiments were conducted to evaluate the d...