Very high-resolution satellite image segmentation using variable-length multi-objective genetic clustering for multi-class change detection

• Main Authors: Pal, Ramen, Mukhopadhyay, Somnath, Chakraborty, Debasish, Suganthan, Ponnuthurai Nagaratnam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Remote Sensing; VHR Image
• Online Access: https://hdl.handle.net/10356/162770
• Institution: Nanyang Technological University

The baseline approaches on satellite image segmentation problem suffer from issues like sensitivity towards initialization, local optima solutions, a predefined number of output clusters, single-objective optimization, etc. To solve these challenges, this study proposes a unique pixel-level Multi-Sp...