TY - BOOK AU - Burger,Martin AU - Mennucci,Andrea C.G. AU - Osher,Stanley AU - Rumpf,Martin ED - SpringerLink (Online service) TI - Level Set and PDE Based Reconstruction Methods in Imaging: Cetraro, Italy 2008, Editors: Martin Burger, Stanley Osher T2 - Lecture Notes in Mathematics, SN - 9783319017129 AV - QA370-380 U1 - 515.353 23 PY - 2013/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Mathematics KW - Computer vision KW - Differential equations, partial KW - Computer science KW - Partial Differential Equations KW - Computational Mathematics and Numerical Analysis KW - Image Processing and Computer Vision N1 - A Guide to the TV Zoo -- EM-TV methods for inverse problems with Poisson noise -- Variational Methods in Image Matching and Motion Extraction -- Metrics of Curves in Shape Optimization and Analysis N2 - This book takes readers on a tour through modern methods in image analysis and reconstruction based on level set and PDE techniques, the major focus being on morphological and geometric structures in images. The aspects covered include edge-sharpening image reconstruction and denoising, segmentation and shape analysis in images, and image matching. For each, the lecture notes provide insights into the basic analysis of modern variational and PDE-based techniques, as well as computational aspects and applications UR - http://dx.doi.org/10.1007/978-3-319-01712-9 ER -