Design of tiny object detection algorithm in aerial imagery using MMdetection

• Main Author: Liu, Haoran
• Other Authors: Wen Bihan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/172237
• Institution: Nanyang Technological University

The effectiveness of object detection techniques has been greatly enhanced through the development of deep learning algorithms. Nevertheless, conventional horizontal bounding box object detection algorithms fall short in specialized scenarios such as aerial images with dense, tiny, and oriented obj...