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Handbook of Convex Optimization Methods in Imaging Science, Vishal Monga


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Автор: Vishal Monga
Название:  Handbook of Convex Optimization Methods in Imaging Science
ISBN: 9783319616087
Издательство: Springer
Классификация:

ISBN-10: 3319616080
Обложка/Формат: Hardcover
Страницы: 228
Вес: 0.67 кг.
Язык: English
Размер: 254 x 178 x 16
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book covers recent advances in image processing and imaging sciences from an optimization viewpoint, especially convex optimization with the goal of designing tractable algorithms.


Geometric Level Set Methods in Imaging, Vision, and Graphics

Автор: Osher Stanley, Paragios Nikos
Название: Geometric Level Set Methods in Imaging, Vision, and Graphics
ISBN: 0387954880 ISBN-13(EAN): 9780387954882
Издательство: Springer
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Цена: 16769.00 р.
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Описание: The topic of level sets is currently very timely and useful for creating realistic 3-D images and animations. They are powerful numerical techniques for analyzing and computing interface motion in a host of application settings. In computer vision, it has been applied to stereo and segmentation, whereas in graphics it has been applied to the postproduction process of in-painting and 3-D model construction.Osher is co-inventor of the Level Set Methods, a pioneering framework introduced jointly with James Sethian from the University of Berkeley in 1998. This methodology has been used up to now to provide solutions to a wide application range not limited to image processing, computer vision, robotics, fluid mechanics, crystallography, lithography, and computer graphics.The topic is of great interest to advanced students, professors, and R&D professionals working in the areas of graphics (post-production), video-based surveillance, visual inspection, augmented reality, document image processing, and medical image processing. These techniques are already employed to provide solutions and products in the industry (Cognitech, Siemens, Philips, Focus Imaging). An essential compilation of survey chapters from the leading researchers in the field, emphasizing the applications of the methods. This book can be suitable for a short professional course related with the processing of visual information.

Recent Advances in Computational Methods and Clinical Applications for Spine Imaging

Автор: Jianhua Yao; Ben Glocker; Tobias Klinder; Shuo Li
Название: Recent Advances in Computational Methods and Clinical Applications for Spine Imaging
ISBN: 3319385992 ISBN-13(EAN): 9783319385990
Издательство: Springer
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Цена: 14365.00 р.
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Описание: This book contains the full papers presented at the MICCAI 2014 workshop on Computational Methods and Clinical Applications for Spine Imaging. The workshop brought together scientists and clinicians in the field of computational spine imaging. The chapters included in this book present and discuss the new advances and challenges in these fields, using several methods and techniques in order to address more efficiently different and timely applications involving signal and image acquisition, image processing and analysis, image segmentation, image registration and fusion, computer simulation, image based modeling, simulation and surgical planning, image guided robot assisted surgical and image based diagnosis.

The book also includes papers and reports from the first challenge on vertebra segmentation held at the workshop.

Efficient Algorithms for Global Optimization Methods in Computer Vision

Автор: Andr?s Bruhn; Thomas Pock; Xue-Cheng Tai
Название: Efficient Algorithms for Global Optimization Methods in Computer Vision
ISBN: 3642547737 ISBN-13(EAN): 9783642547737
Издательство: Springer
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Цена: 5590.00 р.
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the International Dagstuhl-Seminar on Efficient Algorithms for Global Optimization Methods in Computer Vision, held in Dagstuhl Castle, Germany, in November 2011.

Imaging Measurement Methods for Flow Analysis

Автор: Wolfgang Nitsche; Christoph Dobriloff
Название: Imaging Measurement Methods for Flow Analysis
ISBN: 3642101704 ISBN-13(EAN): 9783642101700
Издательство: Springer
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Цена: 39182.00 р.
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Описание: Contains the results of the priority programme Imaging Measurement Methods for Flow Analysis conducted in 2003-2009. This book gives an overview of developments in the fields of image based flow measurements and analysis.

Computational Methods and Clinical Applications for Spine Imaging

Автор: Vrtovec
Название: Computational Methods and Clinical Applications for Spine Imaging
ISBN: 3319418262 ISBN-13(EAN): 9783319418261
Издательство: Springer
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Цена: 5870.00 р.
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Описание: This book constitutes the refereed proceedings of the Third International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015.

Splitting Methods in Communication, Imaging, Science, and Engineering

Автор: Roland Glowinski; Stanley J. Osher; Wotao Yin
Название: Splitting Methods in Communication, Imaging, Science, and Engineering
ISBN: 3319415875 ISBN-13(EAN): 9783319415871
Издательство: Springer
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Цена: 22779.00 р.
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Описание: This book is about computational methods based on operator splitting.

Computational Methods in Molecular Imaging Technologies

Автор: Vinit Kumar Gunjan; Fahimuddin Shaik; C Venkatesh;
Название: Computational Methods in Molecular Imaging Technologies
ISBN: 9811046352 ISBN-13(EAN): 9789811046353
Издательство: Springer
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Цена: 7685.00 р.
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Описание:

This book highlights the experimental investigations that have been carried out on magnetic resonance imaging and computed tomography (MRI & CT) images using state-of-the-art Computational Image processing techniques, and tabulates the statistical values wherever necessary. In a very simple and straightforward way, it explains how image processing methods are used to improve the quality of medical images and facilitate analysis. It offers a valuable resource for researchers, engineers, medical doctors and bioinformatics experts alike.

Computational Methods for Molecular Imaging

Автор: Fei Gao; Kuangyu Shi; Shuo Li
Название: Computational Methods for Molecular Imaging
ISBN: 331938662X ISBN-13(EAN): 9783319386621
Издательство: Springer
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Цена: 14365.00 р.
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Описание:

Part 1 - Computational Methods.- A Review of Computational Methods for Molecular Imaging, by Fei Gao, Pengcheng Shi.- Fuzzy Connectedness Image Co-Segmentation for Hybrid PET/MRI and PET/CT Scans, by Ziyue Xu, Ulas Bagci, Jayaram Udupa, Daniel Mollura.- PET/MRI/VCT: Restoration of Virtual CT from Transmission Scan on PET/MRI using Joint-Anisotropic Diffusion, by Kuangyu Shi, Xiaoyin Cheng, Nassir Navab, Stefan Foerster, Sibylle I. Ziegler.- Large Scale Simplex Optimisation to Accelerate Kinetic Analysis, by Nicholas Dowson, Paul Thomas, Jye Smith, Olivier Salvado, Stephen Rose.- Gradient Projection for Regularized Cryo-Electron Tomographic Reconstruction, by Shadi Albarqouni, Tobias Lasser, Weaam Alkhaldi, Ashraf Al-Amoudi, Nassir Navab.- Joint direct motion estimation/kinetic images reconstruction from gated PET data, by Alexandre Bousse, Jieqing Jiao, Kris Thielemans, Sebastien Ourselin, David Atkinson, Brian Hutton.- Effect of the Mouth Motion in the Attenuation Correction in Neurological PET Studies, by Joaquin Herraiz, Angel Torrado-Carvajal, Norberto Malpica, Juan Hernandez-Tamames.- Dual Estimation of Activity Maps and Kinetic Parameters for Dynamic PET Imaging, by Jingjia Xu, Huafeng Liu, Pengcheng Shi, Fei Gao.- Time-Activity Curve based Sinogram Decomposition for Streak Artifacts Reduction in Dynamic PET Reconstruction, by Xiaoyin Cheng, Jun Liu, Jakob Vogel, Zhen Liu, Nassir Navab, Sibylle Ziegler, Kuangyu Shi.- Part 2 - Clinical Applications.- 4-D PET-MR with Volumetric Navigators and Compressed Sensing, by Stefano Pedemonte, Ciprian Catana, Koen Van Leemput.- Robust Feature Selection to Predict Lung Tumor Recurrence Hongmei Mi, Caroline Petitjean, Pierre Vera, Su Ruan.- Region-based Data-driven Intensity Normalization for Group Comparison of Functional Brain Images, by Zhiyong Xie, Aijun Zhu, Laigao Chen, Timothy McCarthy.- A reaction-diffusion simulation model of 18F-FDG PET imaging for the quantitative interpretation of cancerous metabolism, by Qian Wang, Zhen Liu, Sibylle I. Ziegler, Kuangyu Shi.- Generation of MR-based Attenuation Correction Map of PET Images in the Brain Employing Joint Segmentation of Skull and Soft-Tissue from Single Short-TE MR Imaging Modality, by Anahita Fathi Kazerooni, Mohammad Hadi A'arabi, Hamidreza Saligheh Rad.- Query by Image of Brain SPECT Database, by David Wack, Feyza Erenler, Robert Miletich.- Age-related Glucose Metabolism Changes in Brain, by Xiaoyan Shen, Zhiliang Liu, Zhenghui Hu, Huafeng Liu.- Investigation of Single- Versus Joint-Modality PET-MR Registration for 18F-Florbetapir Quantification: Application to Alzheimer's Disease, by Liam Cattell, Julia Schnabel, Jerome Declerck, Chloe Hutton.

Variational Methods in Imaging

Автор: Otmar Scherzer; Markus Grasmair; Harald Grossauer;
Название: Variational Methods in Imaging
ISBN: 1441921664 ISBN-13(EAN): 9781441921666
Издательство: Springer
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Цена: 9781.00 р.
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Описание: With its mathematically rigorous presentation, this book is a detailed treatment of the approach from an inverse problems point of view. It is geared towards graduate students and researchers in applied mathematics and can serve as a text for graduate courses.

Geometric Level Set Methods in Imaging, Vision, and Graphics

Автор: Stanley Osher; Nikos Paragios
Название: Geometric Level Set Methods in Imaging, Vision, and Graphics
ISBN: 144193023X ISBN-13(EAN): 9781441930231
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Here is, for the first time, a book that clearly explains and applies new level set methods to problems and applications in computer vision, graphics, and imaging. It is an essential compilation of survey chapters from the leading researchers in the field. The applications of the methods are emphasized.

Inverse Methods in Electromagnetic Imaging

Автор: Wolfgang-M. Boerner; Hans Brand; Leonard A. Cram;
Название: Inverse Methods in Electromagnetic Imaging
ISBN: 9401088284 ISBN-13(EAN): 9789401088282
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The problem of electro- magnetic imaging can be divided into the following areas: (1) Propagation of the Stokes` vector from the transmitter to the target region through various atmospheric conditions (rain, dust, fog, clouds, turbulence, etc.).

Algorithms for Sparsity-Constrained Optimization

Автор: Sohail Bahmani
Название: Algorithms for Sparsity-Constrained Optimization
ISBN: 3319377191 ISBN-13(EAN): 9783319377193
Издательство: Springer
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Цена: 15672.00 р.
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Описание: This thesis presents a wholly new technique in the structural analysis of data that uses a `greedy` algorithm to derive optimal sparse solutions, enabling faster and more accurate results in formerly problematic areas of machine learning and signal processing.


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