Two dimensional object recognition using generalized Hough Transform and genetic algorithm

• Main Author: Sim, Hak Chuah.
• Other Authors: Wong, Kok Cheong
• Format: Theses and Dissertations
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: http://hdl.handle.net/10356/20508
• Institution: Nanyang Technological University

This thesis focuses on model-based matching which is one of the fundamental components of a general scene interpretation scheme. The model based matching problem is framed within the hypothesis and verification paradigm. Its function is to recognize and to locate instances of a model in a scene base...