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Author: Christian J. van den Branden Lambrecht
Publisher: Springer Science & Business Media
Published: 2013-03-14
Total Pages: 235
ISBN-13: 1475734115
DOWNLOAD EBOOKIn this introduction to vision models and their use in image and video processing applications, prominent authors take on an engineering and signal processing approach. It is intended for an engineering audience that wants to use and become familiar with vision models.
Author: Julien Mairal
Publisher: Now Publishers
Published: 2014-12-19
Total Pages: 216
ISBN-13: 9781680830088
DOWNLOAD EBOOKSparse Modeling for Image and Vision Processing offers a self-contained view of sparse modeling for visual recognition and image processing. More specifically, it focuses on applications where the dictionary is learned and adapted to data, yielding a compact representation that has been successful in various contexts.
Author: Manas Kamal Bhuyan
Publisher: CRC Press
Published: 2019-11-05
Total Pages: 442
ISBN-13: 1351248383
DOWNLOAD EBOOKThe book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image registration. Intended to be a companion to a typical teaching course on computer vision, the book takes a problem-solving approach.
Author: Rajeev Srivastava
Publisher:
Published: 2014
Total Pages: 0
ISBN-13: 9781466645585
DOWNLOAD EBOOK"This book brings together various research methodologies and trends in emerging areas of application of computer vision and image processing for those interested in the research developments of this rapidly growing field"--
Author: Stefan Winkler
Publisher: John Wiley & Sons
Published: 2013-05-28
Total Pages: 200
ISBN-13: 1118691261
DOWNLOAD EBOOKVisual quality assessment is an interdisciplinary topic that links image/video processing, psychology and physiology. Many engineers are familiar with the image/video processing; transmission networks side of things but not with the perceptual aspects pertaining to quality. Digital Video Quality first introduces the concepts of human vision and visual quality. Based on these, specific video quality metrics are developed and their design is presented. These metrics are then evaluated and used in a number of applications, including image/video compression, transmission and watermarking. Introduces the concepts of human vision and vision quality. Presents the design and development of specific video quality metrics. Evaluates video quality metrics in the context of image/video compression, transmission and watermarking. Presents tools developed for the analysis of video quality
Author: Shengrong Gong
Publisher: Springer
Published: 2018-08-21
Total Pages: 596
ISBN-13: 3319772236
DOWNLOAD EBOOKThis book offers a comprehensive introduction to advanced methods for image and video analysis and processing. It covers deraining, dehazing, inpainting, fusion, watermarking and stitching. It describes techniques for face and lip recognition, facial expression recognition, lip reading in videos, moving object tracking, dynamic scene classification, among others. The book combines the latest machine learning methods with computer vision applications, covering topics such as event recognition based on deep learning,dynamic scene classification based on topic model, person re-identification based on metric learning and behavior analysis. It also offers a systematic introduction to image evaluation criteria showing how to use them in different experimental contexts. The book offers an example-based practical guide to researchers, professionals and graduate students dealing with advanced problems in image analysis and computer vision.
Author: Liming Zhang
Publisher: John Wiley & Sons
Published: 2013-03-15
Total Pages: 344
ISBN-13: 1118060059
DOWNLOAD EBOOKVisual attention is a relatively new area of study combining a number of disciplines: artificial neural networks, artificial intelligence, vision science and psychology. The aim is to build computational models similar to human vision in order to solve tough problems for many potential applications including object recognition, unmanned vehicle navigation, and image and video coding and processing. In this book, the authors provide an up to date and highly applied introduction to the topic of visual attention, aiding researchers in creating powerful computer vision systems. Areas covered include the significance of vision research, psychology and computer vision, existing computational visual attention models, and the authors' contributions on visual attention models, and applications in various image and video processing tasks. This book is geared for graduates students and researchers in neural networks, image processing, machine learning, computer vision, and other areas of biologically inspired model building and applications. The book can also be used by practicing engineers looking for techniques involving the application of image coding, video processing, machine vision and brain-like robots to real-world systems. Other students and researchers with interdisciplinary interests will also find this book appealing. Provides a key knowledge boost to developers of image processing applications Is unique in emphasizing the practical utility of attention mechanisms Includes a number of real-world examples that readers can implement in their own work: robot navigation and object selection image and video quality assessment image and video coding Provides codes for users to apply in practical attentional models and mechanisms
Author: Oge Marques
Publisher: Springer Nature
Published: 2020-11-23
Total Pages: 66
ISBN-13: 3030540324
DOWNLOAD EBOOKThis book presents the fundamentals of mobile visual computing in iOS development and provides directions for developers and researchers interested in developing iOS applications with image processing and computer vision capabilities. Presenting a technical overview of some of the tools, languages, libraries, frameworks, and APIs currently available for developing iOS applications Image Processing and Computer Vision in iOS reveals the rich capabilities in image processing and computer vision. Its main goal is to provide a road map to what is currently available, and a path to successfully tackle this rather complex but highly rewarding task.
Author: Santhi, V.
Publisher: IGI Global
Published: 2016-01-07
Total Pages: 543
ISBN-13: 1466696869
DOWNLOAD EBOOKImage and Video Processing is an active area of research due to its potential applications for solving real-world problems. Integrating computational intelligence to analyze and interpret information from image and video technologies is an essential step to processing and applying multimedia data. Emerging Technologies in Intelligent Applications for Image and Video Processing presents the most current research relating to multimedia technologies including video and image restoration and enhancement as well as algorithms used for image and video compression, indexing and retrieval processes, and security concerns. Featuring insight from researchers from around the world, this publication is designed for use by engineers, IT specialists, researchers, and graduate level students.
Author: C. Kotropoulos
Publisher: Wiley-Interscience
Published: 2001-04-24
Total Pages: 0
ISBN-13: 9780471377351
DOWNLOAD EBOOKA comprehensive survey of techniques and applications in image andvideo processing and analysis A widely varied selection of experts provides extensive coverage ofnonlinear model-based techniques in image and video processing andanalysis. This volume not only details new techniques in stillimage and digital video but also discusses applications in computervision, multimedia, and visual information retrieval systems. Allnonlinear, model-based techniques are detailed, and a complete andup-to-date accounting of the most important and effectivealgorithms is included for every application and techniquediscussed. The applications described also include such real-world uses asmultimedia information retrieval, automatic surveillance, liptracking, and much more. Analytical techniques such as Boolean andstack filters, rational functions, mathematical morphologytechniques, and adaptive order statistic filtering receive detailedtreatment as they apply to specific uses such as image compression,segmentation, old motion picture restoration, image/videointerpolation, and noise smoothing. Chapters include: * Optimal Design of Boolean and Stack Filters and Their Applicationin Image Processing * Image Processing Using Rational Functions * Mathematical Morphology and Motion Picture Restoration * Adaptive Order Statistic Filtering of Still Images and ImageSequences * Video Segmentation Based on Multiple Features for Interactive andAutomatic Multimedia Applications * Invariant Features in Pattern Recognition-Fundamentals andApplications * Image Models for Facial Feature Tracking Students, engineers, and scientists will appreciate both the widerange of expert opinion in this comprehensive volume and thedetailed coverage of the algorithms and mathematical models used instate-of-the-art image and video processing.
