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Handbook of Robust Low-Rank and Sparse Matrix Decomposition

Applications in Image and Video Processing

Edited by Thierry Bouwmans, Necdet Serhat Aybat, El-hadi Zahzah ...

Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing shows you how robust subspace learning and tracking by decomposition into low-rank and sparse matrices provide a suitable framework for computer vision applications. Incorporating both existing and new ideas, the book conveniently gives you one-stop access to a number of different decompositions ... Read more

$66.99 USD

Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing shows you how robust subspace learning and tracking by decomposition into low-rank and sparse matrices provide a suitable framework for computer vision applications. Incorporating both existing and new ideas, the book conveniently gives you one-stop access to a number of different decompositions
... Read more
Face Detection and Recognition

Theory and Practice

by Asit Kumar Datta, Madhura Datta, Pradipta Kumar Banerjee ...

Face detection and recognition are the nonintrusive biometrics of choice in many security applications. Examples of their use include border control, driver's license issuance, law enforcement investigations, and physical access control.Face Detection and Recognition: Theory and Practice elaborates on and explains the theory and practice of face de ... Read more

$82.99 USD

Face detection and recognition are the nonintrusive biometrics of choice in many security applications. Examples of their use include border control, driver's license issuance, law enforcement investigations, and physical access control.Face Detection and Recognition: Theory and Practice elaborates on and explains the theory and practice of face de
... Read more
Building Feature Extraction with Machine Learning

Geospatial Applications

by Bharath.H. Aithal, Prakash P.S. ...

Big geospatial datasets created by large infrastructure projects require massive computing resources to process. Feature extraction is a process used to reduce the initial set of raw data for manageable image processing, and machine learning (ML) is the science that supports it. This book focuses on feature extraction methods for optical geospatial data using ML. It is a practical guide for ... Read more

$68.99 USD

Big geospatial datasets created by large infrastructure projects require massive computing resources to process. Feature extraction is a process used to reduce the initial set of raw data for manageable image processing, and machine learning (ML) is the science that supports it. This book focuses on feature extraction methods for optical geospatial data using ML. It is a practical guide for
... Read more
Statistical Computing in Nuclear Imaging

by Arkadiusz Sitek ...

Series series Series in Medical Physics and Biomedical Engineering
This book is highly focused on computational aspects of Bayesian data analysis of photon-limited data acquired in tomographic measurements in nuclear imaging. Basic Bayesian statistical concepts, elements of Bayesian decision theory, and counting statistics are discussed in the first chapters. Monte Carlo methods and Markov chains in posterior analysis are discussed next along with an introduction ... Read more

$70.99 USD

This book is highly focused on computational aspects of Bayesian data analysis of photon-limited data acquired in tomographic measurements in nuclear imaging. Basic Bayesian statistical concepts, elements of Bayesian decision theory, and counting statistics are discussed in the first chapters. Monte Carlo methods and Markov chains in posterior analysis are discussed next along with an introduction
... Read more
Multimedia and Multimodal Intelligence for Sustainable Development

Edited by Vinay Kumar Srivastava, Priyank Khare, Divyanshu Awasthi, Lalit Garg ...

Series series Multimedia and Multimodal Intelligence
The multimodal and multimedia data need to be secured and preserved properly in the present scenario. The methodologies proposed in the book will offer a new paradigm in AI-based techniques. With these approaches, the social good of modern society will be enhanced. Multimedia, multimodal data and intelligent systems will deliver insightful comments for sustainable development. Therefore, these ... Read more

$179.99 USD

The multimodal and multimedia data need to be secured and preserved properly in the present scenario. The methodologies proposed in the book will offer a new paradigm in AI-based techniques. With these approaches, the social good of modern society will be enhanced. Multimedia, multimodal data and intelligent systems will deliver insightful comments for sustainable development. Therefore, these
... Read more
Modern Metaheuristics in Image Processing

by Diego Oliva, Noe Ortega-Sánchez, Salvador Hinojosa, Marco Pérez-Cisneros ...

The use of metaheuristic algorithms (MA) has been increasing in recent years, and the image processing field is not the exempted of their application. In the last two years a big amount of MA has been introduced as alternatives for solving complex optimization problems. This book collects the most prominent MA of the 2019 and 2020 and verifies its use in image processing tasks. In addition, ... Read more

$30.99 USD

The use of metaheuristic algorithms (MA) has been increasing in recent years, and the image processing field is not the exempted of their application. In the last two years a big amount of MA has been introduced as alternatives for solving complex optimization problems. This book collects the most prominent MA of the 2019 and 2020 and verifies its use in image processing tasks. In addition,
... Read more
Multimedia Ontology

Representation and Applications

by Santanu Chaudhury, Anupama Mallik, Hiranmay Ghosh ...

The result of more than 15 years of collective research, Multimedia Ontology: Representation and Applications provides a theoretical foundation for understanding the nature of media data and the principles involved in its interpretation. The book presents a unified approach to recent advances in multimedia and explains how a multimedia ontology can ... Read more

$91.99 USD

The result of more than 15 years of collective research, Multimedia Ontology: Representation and Applications provides a theoretical foundation for understanding the nature of media data and the principles involved in its interpretation. The book presents a unified approach to recent advances in multimedia and explains how a multimedia ontology can
... Read more
Introduction to Image Processing and Analysis

by John C. Russ, J. Christian Russ ...

Image processing comprises a broad variety of methods that operate on images to produce another image. A unique textbook, Introduction to Image Processing and Analysis establishes the programming involved in image processing and analysis by utilizing skills in C compiler and both Windows and MacOS programming environments. The provided mathematical background illustrates the workings of algorithms ... Read more

$189.99 USD

Image processing comprises a broad variety of methods that operate on images to produce another image. A unique textbook, Introduction to Image Processing and Analysis establishes the programming involved in image processing and analysis by utilizing skills in C compiler and both Windows and MacOS programming environments. The provided mathematical background illustrates the workings of algorithms
... Read more
Robust Biometric Systems and Efficient Data Preservation

Edited by Brajesh Kumar Singh, Amrita Rai, Shamimul Qamar, Ravinder Kumar, Anil Kumar ...

Series series Responsible Technology and Intelligence
The book explores the intricate nexus between biometric systems and the need for preserving data integrity as well as security needed during the data communication. It offers a systematic and insightful journey through the multifaceted landscape of biometrics, emphasizing the development of resilient systems and the judicious preservation of critical data.The book starts with introduction to ... Read more

$69.99 USD

The book explores the intricate nexus between biometric systems and the need for preserving data integrity as well as security needed during the data communication. It offers a systematic and insightful journey through the multifaceted landscape of biometrics, emphasizing the development of resilient systems and the judicious preservation of critical data.The book starts with introduction to
... Read more
Advanced Biosignal Processing

Edited by Amine Nait-Ali ...

Generally speaking, Biosignals refer to signals recorded from the human body. They can be either electrical (e. g. Electrocardiogram (ECG), Electroencephalogram (EEG), Electromyogram (EMG), etc. ) or non-electrical (e. g. breathing, movements, etc. ). The acquisition and processing of such signals play an important role in clinical routines. They are usually considered as major indicators which ... Read more

$170.99 USD

Generally speaking, Biosignals refer to signals recorded from the human body. They can be either electrical (e. g. Electrocardiogram (ECG), Electroencephalogram (EEG), Electromyogram (EMG), etc. ) or non-electrical (e. g. breathing, movements, etc. ). The acquisition and processing of such signals play an important role in clinical routines. They are usually considered as major indicators which
... Read more
An Introduction to Sparse Stochastic Processes

by Michael Unser, Pouya D. Tafti ...

Providing a novel approach to sparsity, this comprehensive book presents the theory of stochastic processes that are ruled by linear stochastic differential equations, and that admit a parsimonious representation in a matched wavelet-like basis. Two key themes are the statistical property of infinite divisibility, which leads to two distinct types of behaviour - Gaussian and sparse - and the ... Read more

$49.99 USD

Providing a novel approach to sparsity, this comprehensive book presents the theory of stochastic processes that are ruled by linear stochastic differential equations, and that admit a parsimonious representation in a matched wavelet-like basis. Two key themes are the statistical property of infinite divisibility, which leads to two distinct types of behaviour - Gaussian and sparse - and the
... Read more
3D Research Challenges in Cultural Heritage V

Paradata, Metadata and Data in Digitisation

Edited by Marinos Ioannides, Drew Baker, Athos Agapiou, Petros Siegkas ...

Series Book 15190 - Lecture Notes in Computer Science
This open access book presents a collection of papers focussing on 3D digitisation in the domain of cultural heritage. The use of data acquisition technologies in digitising cultural heritage holds great potential for preserving and disseminating the history of mankind. However, to exploit these opportunities in full, comprehensive guidelines for documenting the process of digitisation are ... Read more

Free

This open access book presents a collection of papers focussing on 3D digitisation in the domain of cultural heritage. The use of data acquisition technologies in digitising cultural heritage holds great potential for preserving and disseminating the history of mankind. However, to exploit these opportunities in full, comprehensive guidelines for documenting the process of digitisation are
... Read more
Übungsbuch Signale und Systeme

Aufgaben und Lösungen

by Bernhard Rieß, Christoph Wallraff ...

Dieses Übungsbuch befasst sich mit dem Gebiet Signale und Systeme und beinhaltet insbesondere die Themen reelle und komplexe Fourier-Reihen, Differentialgleichungen, Faltung, Fourier- und Laplacetransformation. Das Buch ersetzt kein Lehrbuch oder den Besuch einer Vorlesung. Doch für Studierende des Faches Elektrotechnik ist dieses Buch hervorragend zur Prüfungsvorbereitung geeignet. Die Autoren ... Read more

$29.99 USD

Dieses Übungsbuch befasst sich mit dem Gebiet Signale und Systeme und beinhaltet insbesondere die Themen reelle und komplexe Fourier-Reihen, Differentialgleichungen, Faltung, Fourier- und Laplacetransformation. Das Buch ersetzt kein Lehrbuch oder den Besuch einer Vorlesung. Doch für Studierende des Faches Elektrotechnik ist dieses Buch hervorragend zur Prüfungsvorbereitung geeignet. Die Autoren
... Read more
Partial Differential Equation Methods for Image Inpainting

by Carola-Bibiane Schönlieb ...

Series Book 29 - Cambridge Monographs on Applied and Computational Mathematics
This book is concerned with digital image processing techniques that use partial differential equations (PDEs) for the task of image 'inpainting', an artistic term for virtual image restoration or interpolation, whereby missing or occluded parts in images are completed based on information provided by intact parts. Computer graphic designers, artists and photographers have long used manual ... Read more

$118.99 USD

This book is concerned with digital image processing techniques that use partial differential equations (PDEs) for the task of image 'inpainting', an artistic term for virtual image restoration or interpolation, whereby missing or occluded parts in images are completed based on information provided by intact parts. Computer graphic designers, artists and photographers have long used manual
... Read more
Introduction to Computational Genomics

A Case Studies Approach

by Nello Cristianini, Matthew W. Hahn ...

Where did SARS come from? Have we inherited genes from Neanderthals? How do plants use their internal clock? The genomic revolution in biology enables us to answer such questions. But the revolution would have been impossible without the support of powerful computational and statistical methods that enable us to exploit genomic data. Many universities are introducing courses to train the next ... Read more

$60.99 USD

Where did SARS come from? Have we inherited genes from Neanderthals? How do plants use their internal clock? The genomic revolution in biology enables us to answer such questions. But the revolution would have been impossible without the support of powerful computational and statistical methods that enable us to exploit genomic data. Many universities are introducing courses to train the next
... Read more
Sustainable Electronics

The Future Ahead

Edited by Farkhanda Ana, Sandeep Arya, Haider Mehraj ...

This book discusses the development and use of sustainable materials in electronics, such as biodegradable and renewable materials. Focusing on the principles of designing sustainable electronics, including considerations for reducing the environmental impact of electronics during the design phase, Sustainable Electronics covers topics such as product life cycle assessment, eco‑design, and green ... Read more

$233.99 USD

This book discusses the development and use of sustainable materials in electronics, such as biodegradable and renewable materials. Focusing on the principles of designing sustainable electronics, including considerations for reducing the environmental impact of electronics during the design phase, Sustainable Electronics covers topics such as product life cycle assessment, eco‑design, and green
... Read more
AI Deep Learning in Image Processing

by Frank Y. Shih ...

Image processing plays a crucial role in various fields, including digital multimedia, automated vision detection and inspection, and pattern recognition. AI Deep Learning in Image Processing aims to provide a comprehensive overview of the mechanisms and techniques involved, with a particular focus on the application of advanced AI deep-learning technologies in image processing.The field of image ... Read more

$166.99 USD

Image processing plays a crucial role in various fields, including digital multimedia, automated vision detection and inspection, and pattern recognition. AI Deep Learning in Image Processing aims to provide a comprehensive overview of the mechanisms and techniques involved, with a particular focus on the application of advanced AI deep-learning technologies in image processing.The field of image
... Read more
Energy 4.0

Trends, Challenges, and Applications

Edited by Gulshan Sharma, Pitshou N. Bokoro, Sudeep Tanwar ...

The text provides insight into renewable technologies, and their challenges in terms of design, efficiency, implementation, and solutions to mitigate the problem of energy crisis. It will help the readers to understand the role of the fourth industrial revolution technologies in developing user-friendly, economic, and implementable solutions to mitigate the present and future energy crisis through ... Read more

$77.99 USD

The text provides insight into renewable technologies, and their challenges in terms of design, efficiency, implementation, and solutions to mitigate the problem of energy crisis. It will help the readers to understand the role of the fourth industrial revolution technologies in developing user-friendly, economic, and implementable solutions to mitigate the present and future energy crisis through
... Read more
Digital Image Processing and Analysis

Digital Image Enhancement, Restoration and Compression

by Scott E Umbaugh ...

This eBook+ version includes the following enhancements:- Over 200 homework problems- A Solutions manual for the problems.-True and False quizzes.- 1000 PowerPoint slidesThe book, Digital Image Enhancement, Restoration and Compression, focuses on human vision based imaging application development. Examples include making poor images look better, development of advanced compression algorithms, ... Read more

$140.99 USD

This eBook+ version includes the following enhancements:- Over 200 homework problems- A Solutions manual for the problems.-True and False quizzes.- 1000 PowerPoint slidesThe book, Digital Image Enhancement, Restoration and Compression, focuses on human vision based imaging application development. Examples include making poor images look better, development of advanced compression algorithms,
... Read more
Image Processing and Machine Learning, Volume 1

Foundations of Image Processing

by Erik Cuevas, Alma Nayeli Rodríguez ...

Image processing and machine learning are used in conjunction to analyze and understand images. Where image processing is used to pre-process images using techniques such as filtering, segmentation, and feature extraction, machine learning algorithms are used to interpret the processed data through classification, clustering, and object detection. This book serves as a textbook for students and ... Read more

$64.99 USD

Image processing and machine learning are used in conjunction to analyze and understand images. Where image processing is used to pre-process images using techniques such as filtering, segmentation, and feature extraction, machine learning algorithms are used to interpret the processed data through classification, clustering, and object detection. This book serves as a textbook for students and
... Read more
Digital and Statistical Signal Processing

by Anastasia Veloni, Nikolaos Miridakis, Erysso Boukouvala ...

Nowadays, many aspects of electrical and electronic engineering are essentially applications of DSP. This is due to the focus on processing information in the form of digital signals, using certain DSP hardware designed to execute software. Fundamental topics in digital signal processing are introduced with theory, analytical tables, and applications with simulation tools. The book provides a ... Read more

$58.99 USD

Nowadays, many aspects of electrical and electronic engineering are essentially applications of DSP. This is due to the focus on processing information in the form of digital signals, using certain DSP hardware designed to execute software. Fundamental topics in digital signal processing are introduced with theory, analytical tables, and applications with simulation tools. The book provides a
... Read more
Advanced Sensing in Image Processing and IoT

Edited by Rashmi Gupta, Arun Kumar Rana, Sachin Dhawan, Korhan Cengiz ...

Series series Innovations in Multimedia, Virtual Reality and Augmentation
The book provides future research directions in IoT and image processing based Energy, Industry, and Healthcare domain and explores the different applications of its associated technologies. However, the Internet of Things and image processing is a very big field with a lot of subfields, which are very important such as Smart Homes to improve our daily life, Smart Cities to improve the citizens' ... Read more

$68.99 USD

The book provides future research directions in IoT and image processing based Energy, Industry, and Healthcare domain and explores the different applications of its associated technologies. However, the Internet of Things and image processing is a very big field with a lot of subfields, which are very important such as Smart Homes to improve our daily life, Smart Cities to improve the citizens'
... Read more
Blind Image Deconvolution

Theory and Applications

Edited by Patrizio Campisi, Karen Egiazarian ...

Blind image deconvolution is constantly receiving increasing attention from the academic as well the industrial world due to both its theoretical and practical implications. The field of blind image deconvolution has several applications in different areas such as image restoration, microscopy, medical imaging, biological imaging, remote sensing, astronomy, nondestructive testing, geophysical ... Read more

$325.00 USD

Blind image deconvolution is constantly receiving increasing attention from the academic as well the industrial world due to both its theoretical and practical implications. The field of blind image deconvolution has several applications in different areas such as image restoration, microscopy, medical imaging, biological imaging, remote sensing, astronomy, nondestructive testing, geophysical
... Read more
Remote Sensing Time Series Image Processing

Edited by Qihao Weng ...

Series series Imaging Science
Today, remote sensing technology is an essential tool for understanding the Earth and managing human-Earth interactions. There is a rapidly growing need for remote sensing and Earth observation technology that enables monitoring of world’s natural resources and environments, managing exposure to natural and man-made risks and more frequently occurring disasters, and helping the sustainability and ... Read more

$72.99 USD

Today, remote sensing technology is an essential tool for understanding the Earth and managing human-Earth interactions. There is a rapidly growing need for remote sensing and Earth observation technology that enables monitoring of world’s natural resources and environments, managing exposure to natural and man-made risks and more frequently occurring disasters, and helping the sustainability and
... Read more

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