Wavelet Based Texture Retrieval And Modeling Visual Texture Perception
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| Author | : Jenny Benois-Pineau |
| Publisher | : Springer |
| Total Pages | : 276 |
| Release | : 2017-10-13 |
| Genre | : Computers |
| ISBN | : 3319576879 |
This book provides a deep analysis and wide coverage of the very strong trend in computer vision and visual indexing and retrieval, covering such topics as incorporation of models of Human Visual attention into analysis and retrieval tasks. It makes the bridge between psycho-visual modelling of Human Visual System and the classical and most recent models in visual content indexing and retrieval. The large spectrum of visual tasks, such as recognition of textures in static images, of actions in video content, image retrieval, different methods of visualization of images and multimedia content based on visual saliency are presented by the authors. Furthermore, the interest in visual content is modelled with the means of the latest classification models such as Deep Neural Networks is also covered in this book. This book is an exceptional resource as a secondary text for researchers and advanced level students, who are involved in the very wide research in computer vision, visual information indexing and retrieval. Professionals working in this field will also be interested in this book as a reference.
| Author | : A.A. Petrosian |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 548 |
| Release | : 2013-03-09 |
| Genre | : Science |
| ISBN | : 9401597154 |
Despite their novelty, wavelets have a tremendous impact on a number of modern scientific disciplines, particularly on signal and image analysis. Because of their powerful underlying mathematical theory, they offer exciting opportunities for the design of new multi-resolution processing algorithms and effective pattern recognition systems. This book provides a much-needed overview of current trends in the practical application of wavelet theory. It combines cutting edge research in the rapidly developing wavelet theory with ideas from practical signal and image analysis fields. Subjects dealt with include balanced discussions on wavelet theory and its specific application in diverse fields, ranging from data compression to seismic equipment. In addition, the book offers insights into recent advances in emerging topics such as double density DWT, multiscale Bayesian estimation, symmetry and locality in image representation, and image fusion. Audience: This volume will be of interest to graduate students and researchers whose work involves acoustics, speech, signal and image processing, approximations and expansions, Fourier analysis, and medical imaging.
| Author | : Judith C. Peters |
| Publisher | : Frontiers Media SA |
| Total Pages | : 139 |
| Release | : 2016-06-29 |
| Genre | : Neurosciences. Biological psychiatry. Neuropsychiatry |
| ISBN | : 2889198731 |
The articles in this Research Topic provide a state-of-the-art overview of the current progress in integrating computational and empirical research on visual object recognition. Developments in this exciting multidisciplinary field have recently gained momentum: High performance computing enabled breakthroughs in computer vision and computational neuroscience. In parallel, innovative machine learning applications have recently become available for datamining the large-scale, high resolution brain data acquired with (ultra-high field) fMRI and dense multi-unit recordings. Finally, new techniques to integrate such rich simulated and empirical datasets for direct model testing could aid the development of a comprehensive brain model. We hope that this Research Topic contributes to these encouraging advances and inspires future research avenues in computational and empirical neuroscience.
| Author | : KAY CHEN TAN |
| Publisher | : Springer |
| Total Pages | : 767 |
| Release | : 2010-06-08 |
| Genre | : Computers |
| ISBN | : 364213498X |
This book and its companion volume, LNCS vols. 6145 and 6146, constitute the proceedings of the International Conference on Swarm Intelligence (ICSI 2010) held in Beijing, the capital of China, during June 12-15, 2010. ICSI 2010 was the ?rst gathering in the world for researchers working on all aspects of swarm intelligence, and providedan academic forum for the participants to disseminate theirnewresearch?ndingsanddiscussemergingareasofresearch.Italsocreated a stimulating environment for the participants to interact and exchange inf- mation on future challenges and opportunities of swarm intelligence research. ICSI 2010 received 394 submissions from about 1241 authors in 22 countries and regions (Australia, Belgium, Brazil, Canada, China, Cyprus, Hong Kong, Hungary, India, Islamic Republic of Iran, Japan, Jordan, Republic of Korea, Malaysia, Mexico, Norway, Pakistan, South Africa, Chinese Taiwan, UK, USA, Vietnam) across six continents (Asia, Europe, North America, South America, Africa, and Oceania). Each submission was reviewed by at least three reviewers. Based on rigorous reviews by the Program Committee members and reviewers, 185 high-quality papers were selected for publication in the proceedings with the acceptance rate of 46.9%. The papers are organized in 25 cohesive sections covering all major topics of swarm intelligence research and development.
| Author | : Michael S. Lew |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 366 |
| Release | : 2013-03-14 |
| Genre | : Computers |
| ISBN | : 1447137027 |
This text introduces the basic concepts and techniques in VIR. In doing so, it develops a foundation for further research and study. Divided into two parts, the first part describes the fundamental principles. A chapter is devoted to each of the main features of VIR, such as colour, texture and shape-based search. There is coverage of search techniques for time-based image sequences or videos, and an overview of how to combine all the basic features described and integrate them into the search process. The second part looks at advanced topics such as multimedia query. This book is essential reading for researchers in VIR, and final-year undergraduate and postgraduate students on courses such as Multimedia Information Retrieval, Multimedia Databases, and others.
| Author | : Sudeep Tanwar |
| Publisher | : Springer Nature |
| Total Pages | : 920 |
| Release | : 2023-07-01 |
| Genre | : Technology & Engineering |
| ISBN | : 9819914795 |
This book features selected research papers presented at the Fourth International Conference on Computing, Communications, and Cyber-Security (IC4S 2022), organized in Ghaziabad India, during October 21–22, 2022. The conference was hosted at KEC Ghaziabad in collaboration with WSG Poland, SFU Russia, & CSRL India. It includes innovative work from researchers, leading innovators, and professionals in the area of communication and network technologies, advanced computing technologies, data analytics and intelligent learning, the latest electrical and electronics trends, and security and privacy issues.
| Author | : Ma, Zongmin |
| Publisher | : IGI Global |
| Total Pages | : 450 |
| Release | : 2009-01-31 |
| Genre | : Computers |
| ISBN | : 1605661759 |
Discusses major aspects of content-based image retrieval (CBIR) using current technologies and applications within the artificial intelligence (AI) field.
| Author | : Wang, Jinjun |
| Publisher | : IGI Global |
| Total Pages | : 353 |
| Release | : 2010-10-31 |
| Genre | : Computers |
| ISBN | : 1609600266 |
"This book presents the latest developments in computer vision methods applicable to various problems in multimedia computing, including new ideas, as well as problems in computer vision and multimedia computing"--Provided by publisher.
| Author | : Kokula Krishna Hari K |
| Publisher | : TECHNO FORUM R&D CENTRE |
| Total Pages | : 213 |
| Release | : |
| Genre | : |
| ISBN | : 8192057593 |
| Author | : Cornelius T. Leondes |
| Publisher | : CRC Press |
| Total Pages | : 268 |
| Release | : 1998-05-15 |
| Genre | : Medical |
| ISBN | : 9789056996208 |
The field of medical imaging has been revolutionized by new techniques in powerful computations, image processing, and modalities such as Computer-Aided Tomography (CAT) and Magnetic Resonance Imaging (MRI), among others. It is therefore an appropriate topic to be included in this series that studies the marriage of computer capabilities and medical imaging, which exemplifies a significant manifestation of relatively recent, valuable technologies known as the second industrial revolution. Addresses the design, implementation, evaluation, and application of algebraic reconstruction techniques (ART); examines the merging of signal processing with scattering theory in computed tomography (CT); studies the difficult challenge of texture analysis in medical imaging; compresses medical imaging data of various modes for patients for a framework of multimodality image base management (MIBM), and examines the enabling technologies to do so; and covers the effectiveness of data compression based on digitized wavelets. This book clearly reveals the effectiveness and great significance of the modalities available, and, with further development, the essential role they will play in the future.
