Optimization Techniques in Computer Vision Ill-Posed Problems and Regularization /

• Κύριοι συγγραφείς: Abidi, Mongi A. (Συγγραφέας), Gribok, Andrei V. (Συγγραφέας), Paik, Joonki (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Σειρά: Advances in Computer Vision and Pattern Recognition,
• Θέματα: Computer science.; Algorithms.; Image processing.; Computer science > Mathematics.; Computer mathematics.; Computer Science.; Image Processing and Computer Vision.; Signal, Image and Speech Processing.; Algorithm Analysis and Problem Complexity.; Mathematical Applications in Computer Science.

This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as examples to show how each type of problem is related to typical image processing and computer vision problems. Unconstrained optimization gives th...