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Supervised and Unsupervised Pattern Recognition

Feature Extraction and Computational Intelligence

Edición de Evangelia Miche Tzanakou ...

Series series Industrial Electronics
There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume describes the application of a novel, unsupervised pattern recognition scheme to the classification of various types of waveforms and images. This substantial ... Leer más

$233.99 USD

There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume describes the application of a novel, unsupervised pattern recognition scheme to the classification of various types of waveforms and images. This substantial
... Leer más
The Handbook of Surface Imaging and Visualization

de Arthur T. Hubbard ...

This exciting new handbook investigates the characterization of surfaces. It emphasizes experimental techniques for imaging of solid surfaces and theoretical strategies for visualization of surfaces, areas in which rapid progress is currently being made. This comprehensive, unique volume is the ideal reference for researchers needing quick access to the latest developments in the field and an ... Leer más

$400.00 USD

This exciting new handbook investigates the characterization of surfaces. It emphasizes experimental techniques for imaging of solid surfaces and theoretical strategies for visualization of surfaces, areas in which rapid progress is currently being made. This comprehensive, unique volume is the ideal reference for researchers needing quick access to the latest developments in the field and an
... Leer más
Image Encryption

A Communication Perspective

de Fathi E. Abd El-Samie, Hossam Eldin H. Ahmed, Ibrahim F. Elashry, Mai H. Shahieen, Osama S. Faragallah, El-Sayed M. El-Rabaie, Saleh A. Alshebeili ...

Investigating image encryption approaches, this book examines image encryption algorithms for the purpose of wireless communication of images in secure form. It considers two directions for image encryption: permutation-based encryption and diffusion-based encryption. Covering the range of image encryption principles and techniques, it presents hybrid encryption algorithms to enhance the ... Leer más

$56.99 USD

Investigating image encryption approaches, this book examines image encryption algorithms for the purpose of wireless communication of images in secure form. It considers two directions for image encryption: permutation-based encryption and diffusion-based encryption. Covering the range of image encryption principles and techniques, it presents hybrid encryption algorithms to enhance the
... Leer más
Intelligent Copyright Protection for Images

de Subhrajit Sinha Roy, Abhishek Basu, Avik Chattopadhyay ...

Series series Chapman & Hall/CRC Computational Intelligence and Its Applications
This book describes the need of copyright protection for multimedia objects and develops an invisible image watermarking scheme to serve the purpose of copyright protection. Here intelligent systems are introduced to generate a better visual transparency with increased payload. ... Leer más

$33.99 USD

This book describes the need of copyright protection for multimedia objects and develops an invisible image watermarking scheme to serve the purpose of copyright protection. Here intelligent systems are introduced to generate a better visual transparency with increased payload.
... Leer más
IoT Maintenance: Predictive Techniques for Smart Equipment

de Alex C. Techworth ...

Discover the future of industrial maintenance with "IoT Maintenance: Predictive Techniques for Smart Equipment," a cutting-edge guide to transforming your maintenance strategies through the power of the Internet of Things (IoT). This book is an essential resource for professionals seeking to leverage IoT technology to enhance operational efficiency and reduce downtime. With a focus on predictive ... Leer más

$6.99 USD

Discover the future of industrial maintenance with "IoT Maintenance: Predictive Techniques for Smart Equipment," a cutting-edge guide to transforming your maintenance strategies through the power of the Internet of Things (IoT). This book is an essential resource for professionals seeking to leverage IoT technology to enhance operational efficiency and reduce downtime. With a focus on predictive
... Leer más
3D Point Cloud Analysis

Traditional, Deep Learning, and Explainable Machine Learning Methods

de Shan Liu, Min Zhang, Pranav Kadam, C.-C. Jay Kuo ...

This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentation, and registration -- which are fundamental to any point cloud-based system. An overview of traditional point cloud processing methods helps readers build background knowledge quickly, while the deep ... Leer más

$107.09 USD

This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentation, and registration -- which are fundamental to any point cloud-based system. An overview of traditional point cloud processing methods helps readers build background knowledge quickly, while the deep
... Leer más
Wavelet Theory Approach to Pattern Recognition

de Yuan Yan Tang, Lixiang Xu ...

Series Libro 90 - Series in Machine Perception and Artificial Intelligence
This 3rd edition tackles the basic principle of deep learning as well as the application of combination of wavelet theory with deep learning to pattern recognition. Five new chapters related to the combination of wavelet theory and deep learning are added with many novel research results.The useful reference text will benefit academics, researchers, computer scientists, electronic engineers and ... Leer más

$120.59 USD

This 3rd edition tackles the basic principle of deep learning as well as the application of combination of wavelet theory with deep learning to pattern recognition. Five new chapters related to the combination of wavelet theory and deep learning are added with many novel research results.The useful reference text will benefit academics, researchers, computer scientists, electronic engineers and
... Leer más
Digital Image Processing

An Algorithmic Approach with MATLAB

de Uvais Qidwai, C.H. Chen ...

Series series Chapman & Hall/CRC Textbooks in Computing
Avoiding heavy mathematics and lengthy programming details, Digital Image Processing: An Algorithmic Approach with MATLAB® presents an easy methodology for learning the fundamentals of image processing. The book applies the algorithms using MATLAB®, without bogging down students with syntactical and debugging issues.One chapter can typically be completed per week, with each chapter divided into ... Leer más

$108.99 USD

Avoiding heavy mathematics and lengthy programming details, Digital Image Processing: An Algorithmic Approach with MATLAB® presents an easy methodology for learning the fundamentals of image processing. The book applies the algorithms using MATLAB®, without bogging down students with syntactical and debugging issues.One chapter can typically be completed per week, with each chapter divided into
... Leer más
Combinatorial Maps

Efficient Data Structures for Computer Graphics and Image Processing

de Guillaume Damiand, Pascal Lienhardt ...

A Versatile Framework for Handling Subdivided Geometric ObjectsCombinatorial Maps: Efficient Data Structures for Computer Graphics and Image Processing gathers important ideas related to combinatorial maps and explains how the maps are applied in geometric modeling and image processing. It focuses on two subclasses of combinatorial maps: n-Gmaps an ... Leer más

$91.99 USD

A Versatile Framework for Handling Subdivided Geometric ObjectsCombinatorial Maps: Efficient Data Structures for Computer Graphics and Image Processing gathers important ideas related to combinatorial maps and explains how the maps are applied in geometric modeling and image processing. It focuses on two subclasses of combinatorial maps: n-Gmaps an
... Leer más
Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends

de Andreas Fischer, Marcus Liwicki, Rolf (Jurg) Ingold ...

Series Libro 89 - Series In Machine Perception And Artificial Intelligence
In recent years, libraries and archives all around the world have increased their efforts to digitize historical manuscripts. To integrate the manuscripts into digital libraries, pattern recognition and machine learning methods are needed to extract and index the contents of the scanned images.The unique compendium describes the outcome of the HisDoc research project, a pioneering attempt to study ... Leer más

$70.19 USD

In recent years, libraries and archives all around the world have increased their efforts to digitize historical manuscripts. To integrate the manuscripts into digital libraries, pattern recognition and machine learning methods are needed to extract and index the contents of the scanned images.The unique compendium describes the outcome of the HisDoc research project, a pioneering attempt to study
... Leer más
Hyperspectral Remote Sensing

Principles and Applications

de Marcus Borengasser, William S. Hungate, Russell Watkins ...

Series series Remote Sensing Applications Series
Land management issues, such as mapping tree species, recognizing invasive plants, and identifying key geologic features, require an understanding of complex technical issues before the best decisions can be made. Hyperspectral remote sensing is one the technologies that can help with reliable detection and identification. Presenting the fundamenta ... Leer más

$110.99 USD

Land management issues, such as mapping tree species, recognizing invasive plants, and identifying key geologic features, require an understanding of complex technical issues before the best decisions can be made. Hyperspectral remote sensing is one the technologies that can help with reliable detection and identification. Presenting the fundamenta
... Leer más
Multi-Sensor and Multi-Temporal Remote Sensing

Specific Single Class Mapping

de Anil Kumar, Priyadarshi Upadhyay, Uttara Singh ...

This book elaborates fuzzy machine and deep learning models for single class mapping from multi-sensor, multi-temporal remote sensing images while handling mixed pixels and noise. It also covers the ways of pre-processing and spectral dimensionality reduction of temporal data. Further, it discusses the ‘individual sample as mean’ training approach to handle heterogeneity within a class. The ... Leer más

$68.99 USD

This book elaborates fuzzy machine and deep learning models for single class mapping from multi-sensor, multi-temporal remote sensing images while handling mixed pixels and noise. It also covers the ways of pre-processing and spectral dimensionality reduction of temporal data. Further, it discusses the ‘individual sample as mean’ training approach to handle heterogeneity within a class. The
... Leer más
Image Processing Recipes in MATLAB®

de Oge Marques, Gustavo Benvenutti Borba ...

Series series Chapman & Hall/CRC Computer Science and Engineering Recipes Series
Leveraging the latest developments in MATLAB and its image processing toolbox, this 'cookbook' is a collection of 30 practical recipes for image processing, ranging from foundational techniques to recently published algorithms. Presented in a clear and meaningful sequence, these recipes are prepared with the reader in mind, allowing one to focus on particular topics or read as a whole from cover ... Leer más

Antes $62.99 USD Ahora $55.99 USD

Leveraging the latest developments in MATLAB and its image processing toolbox, this 'cookbook' is a collection of 30 practical recipes for image processing, ranging from foundational techniques to recently published algorithms. Presented in a clear and meaningful sequence, these recipes are prepared with the reader in mind, allowing one to focus on particular topics or read as a whole from cover
... Leer más
Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition)

de Lior Rokach ...

Series Libro 85 - Series In Machine Perception And Artificial Intelligence
This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.Along with algorithmic descriptions of each method ... Leer más

$84.59 USD

This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.Along with algorithmic descriptions of each method
... Leer más
Computational Topology for Biomedical Image and Data Analysis

Theory and Applications

de Rodrigo Rojas Moraleda, Wei Xiong, Niels Halama, Nektarios Valous ...

Series series Focus Series in Medical Physics and Biomedical Engineering
This book provides an accessible yet rigorous introduction to topology and homology focused on the simplicial space. It presents a compact pipeline from the foundations of topology to biomedical applications. It will be of interest to medical physicists, computer scientists, and engineers, as well as undergraduate and graduate students interested in this topic.Features:Presents a practical guide ... Leer más

$34.99 USD

This book provides an accessible yet rigorous introduction to topology and homology focused on the simplicial space. It presents a compact pipeline from the foundations of topology to biomedical applications. It will be of interest to medical physicists, computer scientists, and engineers, as well as undergraduate and graduate students interested in this topic.Features:Presents a practical guide
... Leer más
Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing

de Ni-Bin Chang, Kaixu Bai ...

In the last few years the scientific community has realized that obtaining a better understanding of interactions between natural systems and the man-made environment across different scales demands more research efforts in remote sensing. An integrated Earth system observatory that merges surface-based, air-borne, space-borne, and even underground sensors with comprehensive and predictive ... Leer más

$72.99 USD

In the last few years the scientific community has realized that obtaining a better understanding of interactions between natural systems and the man-made environment across different scales demands more research efforts in remote sensing. An integrated Earth system observatory that merges surface-based, air-borne, space-borne, and even underground sensors with comprehensive and predictive
... Leer más
Human Activity and Behavior Analysis

Advances in Computer Vision and Sensors: Volume 1

Edición de Md Atiqur Rahman Ahad, Sozo Inoue, Guillaume Lopez, Tahera Hossain ...

Series series Ubiquitous Computing, Healthcare and Well-being
Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects.The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior ... Leer más

$72.99 USD

Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects.The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior
... Leer más
Image-Processing Techniques for Tumor Detection

Edición de Robin N. Strickland ...

"Provides a current review of computer processing algorithms for the identification of lesions, abnormal masses, cancer, and disease in medical images. Presents useful examples from numerous imaging modalities for increased recognition of anomolies in MRI, CT, SPECT and digital/film X-Ray." ... Leer más

$305.00 USD

"Provides a current review of computer processing algorithms for the identification of lesions, abnormal masses, cancer, and disease in medical images. Presents useful examples from numerous imaging modalities for increased recognition of anomolies in MRI, CT, SPECT and digital/film X-Ray."
... Leer más
Practical Handbook on Image Processing for Scientific and Technical Applications

de Bernd Jahne ...

The second edition of a bestseller, this book is a practical guide to image processing for the natural and technical sciences community. Students, practitioners, and researchers can gain immediate access to a sound basic knowledge of image processing by referencing general principles in the natural sciences. The book describes carefully selected algorithms in detail and demonstrates real-world ... Leer más

$325.00 USD

The second edition of a bestseller, this book is a practical guide to image processing for the natural and technical sciences community. Students, practitioners, and researchers can gain immediate access to a sound basic knowledge of image processing by referencing general principles in the natural sciences. The book describes carefully selected algorithms in detail and demonstrates real-world
... Leer más
Deep Learning in Object Detection and Recognition

Edición de Xiaoyue Jiang, Abdenour Hadid, Yanwei Pang, Eric Granger, Xiaoyi Feng ...

This book discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics, including object detection, face ... Leer más

$170.09 USD

This book discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics, including object detection, face
... Leer más
Blockchain and Artificial Intelligence for Secure Computer Vision Technologies and Applications

Edición de Sushil Kumar Singh, Himanshu Gupta, Rajendrasinh B. Jadeja, Ashish Khanna, Bal Virdee ...

There are intrinsic vulnerabilities in traditional computer vision systems, such as data tampering and adversarial attacks. This book illustrates how blockchain's decentralized and immutable ledger can mitigate these risks. Further, it examines the role of proxy smart contracts in implementing security protocols and ensuring data integrity within computer vision approaches.Discusses the ... Leer más

$69.99 USD

There are intrinsic vulnerabilities in traditional computer vision systems, such as data tampering and adversarial attacks. This book illustrates how blockchain's decentralized and immutable ledger can mitigate these risks. Further, it examines the role of proxy smart contracts in implementing security protocols and ensuring data integrity within computer vision approaches.Discusses the
... Leer más
Deep Learning Models towards Health Informatics Management

Foundations, Challenges and Opportunities

Edición de T. Ananth Kumar, R. Rajmohan, Niranjanamurthy M, G. Sambasivam ...

Series series Cognitive Approaches in Cloud and Edge Computing.
This book provides a comprehensive discussion of deep learning (DL) in medical and healthcare applications, including the fundamentals and current advances in medical image analysis, DL methods for medical image analysis, and DL-based clinical computer-aided diagnosis systems. It further presents algorithms, models, software, and tools in the field of bioinformatics.This book:Presents mathematical ... Leer más

$207.99 USD

This book provides a comprehensive discussion of deep learning (DL) in medical and healthcare applications, including the fundamentals and current advances in medical image analysis, DL methods for medical image analysis, and DL-based clinical computer-aided diagnosis systems. It further presents algorithms, models, software, and tools in the field of bioinformatics.This book:Presents mathematical
... Leer más
A Selection of Image Understanding Techniques

From Fundamentals to Research Front

de Yu-Jin Zhang ...

This book offers a comprehensive introduction to seven commonly used image understanding techniques in modern information technology. Readers of various levels can find suitable techniques to solve their practical problems and discover the latest development in these specific domains.The techniques covered include camera model and calibration, stereo vision, generalized matching, scene analysis ... Leer más

$66.99 USD

This book offers a comprehensive introduction to seven commonly used image understanding techniques in modern information technology. Readers of various levels can find suitable techniques to solve their practical problems and discover the latest development in these specific domains.The techniques covered include camera model and calibration, stereo vision, generalized matching, scene analysis
... Leer más
3D Graphics for Game Programming

de JungHyun Han ...

Designed for advanced undergraduate and beginning graduate courses, 3D Graphics for Game Programming presents must-know information for success in interactive graphics. Assuming a minimal prerequisite understanding of vectors and matrices, it also provides sufficient mathematical background for game developers to combine their previous experie ... Leer más

Antes $140.99 USD Ahora $125.99 USD

Designed for advanced undergraduate and beginning graduate courses, 3D Graphics for Game Programming presents must-know information for success in interactive graphics. Assuming a minimal prerequisite understanding of vectors and matrices, it also provides sufficient mathematical background for game developers to combine their previous experie
... Leer más

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