A study of convex regularization involving discontinuities

• Main Author: Huang, Yi Hong.
• Other Authors: Chan, Kap Luk
• Format: Theses and Dissertations
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
• Online Access: http://hdl.handle.net/10356/19621
• Institution: Nanyang Technological University

Regularization has been widely used to form well-posed inverse problems in computer vision, especially in low level vision. Through the detailed study on the disadvantages of nonconvex models in regularization, a general definition of influence functions has been given for convex discontinuity prese...