Imaging, Vision and Learning Based on Optimization and PDEs IVLOPDE, Bergen, Norway, August 29 - September 2, 2016 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Tai, Xue-Cheng (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Bae, Egil (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Lysaker, Marius (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Mathematics and Visualization,
• Θέματα: Optical data processing.; Pattern recognition.; Computer mathematics.; Mathematical optimization.; Partial differential equations.; Computer graphics.; Image Processing and Computer Vision.; Pattern Recognition.; Computational Mathematics and Numerical Analysis.; Optimization.; Partial Differential Equations.; Computer Graphics.

This volume presents the peer-reviewed proceedings of the international conference Imaging, Vision and Learning Based on Optimization and PDEs (IVLOPDE), held in Bergen, Norway, in August/September 2016. The contributions cover state-of-the-art research on mathematical techniques for image processin...

Πίνακας περιεχομένων:

• Part I Image Reconstruction from Incomplete Data: 1 Adaptive Regularization for Image Reconstruction from Subsampled Data: M. Hintermüller et al
• 2 A Convergent Fixed-Point Proximity Algorithm Accelerated by FISTA for the l_0 Sparse Recovery Problem: X. Zeng et al
• 3 Sparse-Data Based 3D Surface Reconstruction for Cartoon and Map: B. Wu et al
• Part II Image Enhancement, Restoration and Registration: 4 Variational Methods for Gamut Mapping in Cinema and Television: S. Waqas Zamir et al
• 5 Functional Lifting for Variational Problems with Higher-Order Regularization: B. Loewenhauser et al
• 6 On the Convex Model of Speckle Reduction: F. Fang et al
• Part III 3D Image Understanding and Classification: 7 Multi-Dimensional Regular Expressions for Object Detection with LiDAR Imaging: T.C. Torgersen et al
• 8 Relaxed Optimisation for Tensor Principal Component Analysis and Applications to Recognition, Compression and Retrieval of Volumetric Shapes: H. Itoh et al
• Part IV Machine Learning and Big Data Analysis: 9 An Incremental Reseeding Strategy for Clustering: X. Bresson et al
• 10 Ego-Motion Classification for Body-Worn Videos: Z. Meng et al
• 11 Synchronized Recovery Method for Multi-Rank Symmetric Tensor Decomposition: H. Liu
• Index.