Signal Processing For Computer Vision

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Signal Processing for Computer Vision

Gösta H. Granlund,Hans Knutsson
Signal Processing for Computer Vision Book PDF

Author : Gösta H. Granlund,Hans Knutsson
Publisher : Springer Science & Business Media
Page : 446 pages
File Size : 41,7 Mb
Release : 2013-03-09
Category : Technology & Engineering
ISBN : 9781475723779

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Signal Processing for Computer Vision by Gösta H. Granlund,Hans Knutsson Pdf

Signal Processing for Computer Vision is a unique and thorough treatment of the signal processing aspects of filters and operators for low-level computer vision. Computer vision has progressed considerably over recent years. From methods only applicable to simple images, it has developed to deal with increasingly complex scenes, volumes and time sequences. A substantial part of this book deals with the problem of designing models that can be used for several purposes within computer vision. These partial models have some general properties of invariance generation and generality in model generation. Signal Processing for Computer Vision is the first book to give a unified treatment of representation and filtering of higher order data, such as vectors and tensors in multidimensional space. Included is a systematic organisation for the implementation of complex models in a hierarchical modular structure and novel material on adaptive filtering using tensor data representation. Signal Processing for Computer Vision is intended for final year undergraduate and graduate students as well as engineers and researchers in the field of computer vision and image processing.

Signal Processing for Computer Vision

Gösta H. Granlund,Hans Knutsson
Signal Processing for Computer Vision Book PDF

Author : Gösta H. Granlund,Hans Knutsson
Publisher : Springer Science & Business Media
Page : 464 pages
File Size : 44,9 Mb
Release : 1994-12-31
Category : Computers
ISBN : 0792395301

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Signal Processing for Computer Vision by Gösta H. Granlund,Hans Knutsson Pdf

Signal Processing for Computer Vision is a unique and thorough treatment of the signal processing aspects of filters and operators for low-level computer vision. Computer vision has progressed considerably over recent years. From methods only applicable to simple images, it has developed to deal with increasingly complex scenes, volumes and time sequences. A substantial part of this book deals with the problem of designing models that can be used for several purposes within computer vision. These partial models have some general properties of invariance generation and generality in model generation. Signal Processing for Computer Vision is the first book to give a unified treatment of representation and filtering of higher order data, such as vectors and tensors in multidimensional space. Included is a systematic organisation for the implementation of complex models in a hierarchical modular structure and novel material on adaptive filtering using tensor data representation. Signal Processing for Computer Vision is intended for final year undergraduate and graduate students as well as engineers and researchers in the field of computer vision and image processing.

Academic Press Library in Signal Processing, Volume 6

Anonim
Academic Press Library in Signal Processing Volume 6 Book PDF

Author : Anonim
Publisher : Academic Press
Page : 458 pages
File Size : 41,5 Mb
Release : 2017-11-28
Category : Technology & Engineering
ISBN : 9780128119006

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Academic Press Library in Signal Processing, Volume 6 by Anonim Pdf

Academic Press Library in Signal Processing, Volume 6: Image and Video Processing and Analysis and Computer Vision is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research in both image and video processing and analysis and computer vision. The book provides an invaluable starting point to the area through the insight and understanding that it provides. With this reference, readers will quickly grasp an unfamiliar area of research, understand the underlying principles of a topic, learn how a topic relates to other areas, and learn of research issues yet to be resolved. Presents a quick tutorial of reviews of important and emerging topics of research Explores core principles, technologies, algorithms and applications Edited and contributed by international leading figures in the field Includes comprehensive references to journal articles and other literature upon which to build further, more detailed knowledge

Machine Learning in Signal Processing

Sudeep Tanwar,Anand Nayyar,Rudra Rameshwar
Machine Learning in Signal Processing Book PDF

Author : Sudeep Tanwar,Anand Nayyar,Rudra Rameshwar
Publisher : CRC Press
Page : 388 pages
File Size : 42,8 Mb
Release : 2021-12-10
Category : Technology & Engineering
ISBN : 9781000487794

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Machine Learning in Signal Processing by Sudeep Tanwar,Anand Nayyar,Rudra Rameshwar Pdf

Machine Learning in Signal Processing: Applications, Challenges, and the Road Ahead offers a comprehensive approach toward research orientation for familiarizing signal processing (SP) concepts to machine learning (ML). ML, as the driving force of the wave of artificial intelligence (AI), provides powerful solutions to many real-world technical and scientific challenges. This book will present the most recent and exciting advances in signal processing for ML. The focus is on understanding the contributions of signal processing and ML, and its aim to solve some of the biggest challenges in AI and ML. FEATURES Focuses on addressing the missing connection between signal processing and ML Provides a one-stop guide reference for readers Oriented toward material and flow with regards to general introduction and technical aspects Comprehensively elaborates on the material with examples and diagrams This book is a complete resource designed exclusively for advanced undergraduate students, post-graduate students, research scholars, faculties, and academicians of computer science and engineering, computer science and applications, and electronics and telecommunication engineering.

Recent Trends in Image and Signal Processing in Computer Vision

Shruti Jain,Sudip Paul
Recent Trends in Image and Signal Processing in Computer Vision Book PDF

Author : Shruti Jain,Sudip Paul
Publisher : Springer Nature
Page : 293 pages
File Size : 40,7 Mb
Release : 2020-03-04
Category : Technology & Engineering
ISBN : 9789811527401

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Recent Trends in Image and Signal Processing in Computer Vision by Shruti Jain,Sudip Paul Pdf

This book highlights recent advances and emerging technologies that utilize computational intelligence in signal processing, computing, imaging science, artificial intelligence, and their applications. It covers all branches of artificial intelligence and machine learning that are based on computation at some level, e.g. artificial neural networks, evolutionary algorithms, fuzzy systems, and automatic medical identification systems. Exploring recent trends in research and applications, the book offers a valuable resource for professors, researchers, and engineers alike.

Image Processing for Computer Graphics

Jonas Gomes,Luiz Velho
Image Processing for Computer Graphics Book PDF

Author : Jonas Gomes,Luiz Velho
Publisher : Springer Science & Business Media
Page : 365 pages
File Size : 54,8 Mb
Release : 2013-04-17
Category : Computers
ISBN : 9781475727456

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Image Processing for Computer Graphics by Jonas Gomes,Luiz Velho Pdf

The focus of this book is on providing a thorough treatment of image processing with an emphasis on those aspects most used in computer graphics. Throughout, the authors concentrate on describing and analysing the underlying concepts rather than on presenting algorithms or pseudocode. As befits a modern introduction to this topic, a healthy balance is struck between discussing the underlying mathematics of the subject and the main topics covered: signal processing, data discretization, the theory of colour and different colour systems, operations in images, dithering and half-toning, warping and morphing, and image processing.

Handbook of Computer Vision and Applications: Systems and applications

Bernd Jähne,Horst Haussecker,Peter Geissler
Handbook of Computer Vision and Applications Systems and applications Book PDF

Author : Bernd Jähne,Horst Haussecker,Peter Geissler
Publisher : Unknown
Page : 968 pages
File Size : 48,5 Mb
Release : 1999
Category : Computers
ISBN : UCSD:31822028198018

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Handbook of Computer Vision and Applications: Systems and applications by Bernd Jähne,Horst Haussecker,Peter Geissler Pdf

CD-ROM files contain complete text of all three print vols., as well as hyperlinks to figures, tables, etc. and between the index and the text. Also included are hyperlinks to movies, interactive 3-D models, demonstration software and other materials not contained in the print version.

Image and Signal Processing

Alamin Mansouri,Abderrahim El Moataz,Fathallah Nouboud,Driss Mammass
Image and Signal Processing Book PDF

Author : Alamin Mansouri,Abderrahim El Moataz,Fathallah Nouboud,Driss Mammass
Publisher : Springer
Page : 551 pages
File Size : 49,8 Mb
Release : 2018-06-29
Category : Computers
ISBN : 9783319942117

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Image and Signal Processing by Alamin Mansouri,Abderrahim El Moataz,Fathallah Nouboud,Driss Mammass Pdf

This book constitutes the refereed proceedings of the 8th International Conference on Image and Signal Processing, ICISP 2018, held in Cherbourg, France, in July 2018. The 58 revised full papers were carefully reviewed and selected from 122 submissions. The contributions report on the latest developments in image and signal processing, video processing, computer vision, multimedia and computer graphics, and mathematical imaging and vision.

Learning Approaches in Signal Processing

Wan-Chi Siu,Lap-Pui Chau,Liang Wang,Tieniu Tang
Learning Approaches in Signal Processing Book PDF

Author : Wan-Chi Siu,Lap-Pui Chau,Liang Wang,Tieniu Tang
Publisher : CRC Press
Page : 678 pages
File Size : 46,6 Mb
Release : 2018-12-07
Category : Technology & Engineering
ISBN : 9780429592263

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Learning Approaches in Signal Processing by Wan-Chi Siu,Lap-Pui Chau,Liang Wang,Tieniu Tang Pdf

This book presents an up-to-date tutorial and overview on learning technologies such as random forests, sparsity, and low-rank matrix estimation and cutting-edge visual/signal processing techniques, including face recognition, Kalman filtering, and multirate DSP. It discusses the applications that make use of deep learning, convolutional neural networks, random forests, etc.

Examining Optoelectronics in Machine Vision and Applications in Industry 4.0

Sergiyenko, Oleg,Rodriguez-Quiñonez, Julio C.,Flores-Fuentes, Wendy
Examining Optoelectronics in Machine Vision and Applications in Industry 4 0 Book PDF

Author : Sergiyenko, Oleg,Rodriguez-Quiñonez, Julio C.,Flores-Fuentes, Wendy
Publisher : IGI Global
Page : 346 pages
File Size : 42,8 Mb
Release : 2021-02-12
Category : Computers
ISBN : 9781799865247

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Examining Optoelectronics in Machine Vision and Applications in Industry 4.0 by Sergiyenko, Oleg,Rodriguez-Quiñonez, Julio C.,Flores-Fuentes, Wendy Pdf

The research and exploitation of optoelectronic properties in the industrial branch of electronics is becoming more popular each day due to the important role they play in the development of a large variety of sensors, devices, and systems for identifying, measuring, and constructing. While optoelectronics study the applications of electronic devices that source, detect, and transform light, machine vision generates and detects light in order to provide imaging-based automatic inspections and analysis for such applications as automatic object and environmental inspection, process control, and robot/mobile machine guidance in industry. Machine vision is less efficient without optoelectronics, and thus, it is important to investigate the theoretical approaches to different optoelectronic devices available for machine vision as well as current scanning technologies. Examining Optoelectronics in Machine Vision and Applications in Industry 4.0 focuses on the examination of emerging technologies for the design, fabrication, and implementation of optoelectronic sensors, devices, and systems in a machine vision approach to support industrial, commercial, and scientific applications. The book covers topics such as the design, fabrication, and implementation of sensors and devices as well as the development viewpoint of optoelectronic systems and artificial vision techniques using optoelectronic devices. The interaction and informational communication between all these mentioned devices in the complex solution of the same task is the subject of modern challenges in Industry 4.0. Thus, this book supports engineers, technology developers, academicians, researchers, and students who seek machine vision techniques for detection, measurement, and 3D reconstruction.

Multimodal Signal Processing

Jean-Philippe Thiran,Ferran Marqués,Hervé Bourlard
Multimodal Signal Processing Book PDF

Author : Jean-Philippe Thiran,Ferran Marqués,Hervé Bourlard
Publisher : Academic Press
Page : 352 pages
File Size : 47,7 Mb
Release : 2009-11-11
Category : Computers
ISBN : 0080888690

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Multimodal Signal Processing by Jean-Philippe Thiran,Ferran Marqués,Hervé Bourlard Pdf

Multimodal signal processing is an important research and development field that processes signals and combines information from a variety of modalities – speech, vision, language, text – which significantly enhance the understanding, modelling, and performance of human-computer interaction devices or systems enhancing human-human communication. The overarching theme of this book is the application of signal processing and statistical machine learning techniques to problems arising in this multi-disciplinary field. It describes the capabilities and limitations of current technologies, and discusses the technical challenges that must be overcome to develop efficient and user-friendly multimodal interactive systems. With contributions from the leading experts in the field, the present book should serve as a reference in multimodal signal processing for signal processing researchers, graduate students, R&D engineers, and computer engineers who are interested in this emerging field. Presents state-of-art methods for multimodal signal processing, analysis, and modeling Contains numerous examples of systems with different modalities combined Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.

Tensors in Image Processing and Computer Vision

Santiago Aja-Fernández,Rodrigo de Luis Garcia,Dacheng Tao,Xuelong Li
Tensors in Image Processing and Computer Vision Book PDF

Author : Santiago Aja-Fernández,Rodrigo de Luis Garcia,Dacheng Tao,Xuelong Li
Publisher : Springer Science & Business Media
Page : 468 pages
File Size : 40,5 Mb
Release : 2009-05-21
Category : Computers
ISBN : 9781848822993

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Tensors in Image Processing and Computer Vision by Santiago Aja-Fernández,Rodrigo de Luis Garcia,Dacheng Tao,Xuelong Li Pdf

Tensor signal processing is an emerging field with important applications to computer vision and image processing. This book presents the state of the art in this new branch of signal processing, offering a great deal of research and discussions by leading experts in the area. The wide-ranging volume offers an overview into cutting-edge research into the newest tensor processing techniques and their application to different domains related to computer vision and image processing. This comprehensive text will prove to be an invaluable reference and resource for researchers, practitioners and advanced students working in the area of computer vision and image processing.

Digital Image Processing

D. Sundararajan
Digital Image Processing Book PDF

Author : D. Sundararajan
Publisher : Springer
Page : 468 pages
File Size : 44,7 Mb
Release : 2017-10-12
Category : Computers
ISBN : 9789811061134

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Digital Image Processing by D. Sundararajan Pdf

This book offers readers an essential introduction to the fundamentals of digital image processing. Pursuing a signal processing and algorithmic approach, it makes the fundamentals of digital image processing accessible and easy to learn. It is written in a clear and concise manner with a large number of 4 x 4 and 8 x 8 examples, figures and detailed explanations. Each concept is developed from the basic principles and described in detail with equal emphasis on theory and practice. The book is accompanied by a companion website that provides several MATLAB programs for the implementation of image processing algorithms. The book also offers comprehensive coverage of the following topics: Enhancement, Transform processing, Restoration, Registration, Reconstruction from projections, Morphological image processing, Edge detection, Object representation and classification, Compression, and Color processing.

Cognitive Systems and Signal Processing in Image Processing

Yu-Dong Zhang,Arun Kumar Sangaiah
Cognitive Systems and Signal Processing in Image Processing Book PDF

Author : Yu-Dong Zhang,Arun Kumar Sangaiah
Publisher : Academic Press
Page : 398 pages
File Size : 50,6 Mb
Release : 2021-11-28
Category : Computers
ISBN : 9780323860093

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Cognitive Systems and Signal Processing in Image Processing by Yu-Dong Zhang,Arun Kumar Sangaiah Pdf

Cognitive Systems and Signal Processing in Image Processing presents different frameworks and applications of cognitive signal processing methods in image processing. This book provides an overview of recent applications in image processing by cognitive signal processing methods in the context of Big Data and Cognitive AI. It presents the amalgamation of cognitive systems and signal processing in the context of image processing approaches in solving various real-word application domains. This book reports the latest progress in cognitive big data and sustainable computing. Various real-time case studies and implemented works are discussed for better understanding and more clarity to readers. The combined model of cognitive data intelligence with learning methods can be used to analyze emerging patterns, spot business opportunities, and take care of critical process-centric issues for computer vision in real-time. Presents cognitive signal processing methodologies that are related to challenging image processing application domains Provides the state-of-the-art in cognitive signal processing approaches in the area of big-data image processing Focuses on other technical aspects and alternatives to traditional tools, algorithms and methodologies Discusses various real-time case studies and implemented works

Machine Vision

E. R. Davies
Machine Vision Book PDF

Author : E. R. Davies
Publisher : Elsevier
Page : 934 pages
File Size : 52,5 Mb
Release : 2004-12-22
Category : Technology & Engineering
ISBN : 9780080473246

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Machine Vision by E. R. Davies Pdf

In the last 40 years, machine vision has evolved into a mature field embracing a wide range of applications including surveillance, automated inspection, robot assembly, vehicle guidance, traffic monitoring and control, signature verification, biometric measurement, and analysis of remotely sensed images. While researchers and industry specialists continue to document their work in this area, it has become increasingly difficult for professionals and graduate students to understand the essential theory and practicalities well enough to design their own algorithms and systems. This book directly addresses this need. As in earlier editions, E.R. Davies clearly and systematically presents the basic concepts of the field in highly accessible prose and images, covering essential elements of the theory while emphasizing algorithmic and practical design constraints. In this thoroughly updated edition, he divides the material into horizontal levels of a complete machine vision system. Application case studies demonstrate specific techniques and illustrate key constraints for designing real-world machine vision systems. · Includes solid, accessible coverage of 2-D and 3-D scene analysis. · Offers thorough treatment of the Hough Transform—a key technique for inspection and surveillance. · Brings vital topics and techniques together in an integrated system design approach. · Takes full account of the requirement for real-time processing in real applications.