Optimization techniques in computer vision. Posed problems and regularization / III, ([2016])

• Record Type: Book
• Other Titles: Posed problems and regularization
• Further Information: Note: Mongi A. Abidi, Andrei V. Gribok, Joonki Paik.
• Authors: Abidi, Mongi A; Gribok, Andrei V
• Editors: Paik, Joonki
• Contents: Ill-Posed Problems in Imaging and Computer Vision.- Selection of the Regularization Parameter.- Introduction to Optimization.- Unconstrained Optimization.- Constrained Optimization.- Frequency-Domain Implementation of Regularization.- Iterative Methods.- Regularized Image Interpolation Based on Data Fusion.- Enhancement of Compressed Video.- Volumetric Description of Three-Dimensional Objects for Object Recognition.- Regularized 3D Image Smoothing.- Multi-Modal Scene Reconstruction Using Genetic Algorithm-Based Optimization.- Appendix A: Matrix-Vector Representation for Signal Transformation.- Appendix B: Discrete Fourier Transform.- Appendix C: 3D Data Acquisition and Geometric Surface Reconstruction.- Appendix D: Mathematical Appendix.- Index.
• Publisher Details: New York, NY : Springer Science+Business Media
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource
• Subjects: 004; Computer science; Computer vision; Image processing; Computer software; Computer vision; Image processing; Technology & Engineering -- Electronics -- General; Computers -- Programming -- Algorithms; Mathematics -- Applied; Imaging systems & technology; Algorithms & data structures; Mathematical modelling; Computers -- Computer Graphics; Image processing; Electronic books
• Languages: English
• ISBNs: 9783319463636; 3319463632; 9783319463643; 3319463640
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.