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Image Processing and Machine Learning, Volume 2

Advanced Topics in Image Analysis and Machine Learning

af 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 ... Læs mere

493,43 kr.

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
... Læs mere
Multi-Sensor and Multi-Temporal Remote Sensing

Specific Single Class Mapping

af 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 ... Læs mere

525,61 kr.

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
... Læs mere
Super-Resolution Imaging

Redigeret af Peyman Milanfar ...

Serier serie Digital Imaging and Computer Vision
With the exponential increase in computing power and broad proliferation of digital cameras, super-resolution imaging is poised to become the next "killer app." The growing interest in this technology has manifested itself in an explosion of literature on the subject. Super-Resolution Imaging consolidates key recent research contributions from eminent scholars and practitioners in this area and ... Læs mere

2.038,51 kr.

With the exponential increase in computing power and broad proliferation of digital cameras, super-resolution imaging is poised to become the next "killer app." The growing interest in this technology has manifested itself in an explosion of literature on the subject. Super-Resolution Imaging consolidates key recent research contributions from eminent scholars and practitioners in this area and
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Rough Fuzzy Image Analysis

Foundations and Methodologies

Redigeret af Sankar K. Pal, James F. Peters ...

Serier serie Chapman & Hall/CRC Mathematical and Computational Imaging Sciences Series
Fuzzy sets, near sets, and rough sets are useful and important stepping stones in a variety of approaches to image analysis. These three types of sets and their various hybridizations provide powerful frameworks for image analysis. Emphasizing the utility of fuzzy, near, and rough sets in image analysis, Rough Fuzzy Image Analysis: Foundations and ... Læs mere

847,48 kr.

Fuzzy sets, near sets, and rough sets are useful and important stepping stones in a variety of approaches to image analysis. These three types of sets and their various hybridizations provide powerful frameworks for image analysis. Emphasizing the utility of fuzzy, near, and rough sets in image analysis, Rough Fuzzy Image Analysis: Foundations and
... Læs mere
High-Dimensional Statistics

A Non-Asymptotic Viewpoint

af Martin J. Wainwright ...

Serier Bog 48 - Cambridge Series in Statistical and Probabilistic Mathematics
Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings. Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level. It includes chapters ... Læs mere

778,17 kr.

Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings. Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level. It includes chapters
... Læs mere
Sparse Image and Signal Processing

Wavelets and Related Geometric Multiscale Analysis, Second Edition

af Jean-Luc Starck, Fionn Murtagh, Jalal Fadili ...

This thoroughly updated new edition presents state-of-the-art sparse and multiscale image and signal processing. It covers linear multiscale geometric transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Along with an up-to-the-minute description of required computation, it covers the latest ... Læs mere

825,34 kr.

This thoroughly updated new edition presents state-of-the-art sparse and multiscale image and signal processing. It covers linear multiscale geometric transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Along with an up-to-the-minute description of required computation, it covers the latest
... Læs mere
Biometric Technology

Authentication, Biocryptography, and Cloud-Based Architecture

af Ravi Das ...

Most biometric books are either extraordinarily technical for technophiles or extremely elementary for the lay person. Striking a balance, this book is geared toward the business, IT, or security manager required to make purchasing, migration, or adoption decisions. Presenting technical background on the various biometric technologies and how they work, it looks at optimal application in various ... Læs mere

364,68 kr.

Most biometric books are either extraordinarily technical for technophiles or extremely elementary for the lay person. Striking a balance, this book is geared toward the business, IT, or security manager required to make purchasing, migration, or adoption decisions. Presenting technical background on the various biometric technologies and how they work, it looks at optimal application in various
... Læs mere
3D Graphics for Game Programming

af 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 ... Læs mere

1.072,79 kr.

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
... Læs mere
Image Encryption

A Communication Perspective

af 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 ... Læs mere

429,05 kr.

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
... Læs mere
Algorithms on Strings, Trees, and Sequences

Computer Science and Computational Biology

af Dan Gusfield ...

String algorithms are a traditional area of study in computer science. In recent years their importance has grown dramatically with the huge increase of electronically stored text and of molecular sequence data (DNA or protein sequences) produced by various genome projects. This book is a general text on computer algorithms for string processing. In addition to pure computer science, the book ... Læs mere

919,66 kr.

String algorithms are a traditional area of study in computer science. In recent years their importance has grown dramatically with the huge increase of electronically stored text and of molecular sequence data (DNA or protein sequences) produced by various genome projects. This book is a general text on computer algorithms for string processing. In addition to pure computer science, the book
... Læs mere
Non-Linear Spectral Unmixing of Hyperspectral Data

af Somdatta Chakravortty ...

This book is based on satellite image processing, focusing on the potential of hyperspectral image processing (HIP) research with a case study-based approach. It covers the background, objectives, and practical issues related to HIP and substantiates the needs and potentials of said technology for discrimination of pure and mixed endmembers in pixels, including unsupervised target detection ... Læs mere

600,72 kr.

This book is based on satellite image processing, focusing on the potential of hyperspectral image processing (HIP) research with a case study-based approach. It covers the background, objectives, and practical issues related to HIP and substantiates the needs and potentials of said technology for discrimination of pure and mixed endmembers in pixels, including unsupervised target detection
... Læs mere
Building Computer Vision Projects with OpenCV 4 and C++

Implement complex computer vision algorithms and explore deep learning and face detection

af David Millán Escrivá, Prateek Joshi, Vinícius G. Mendonça, Roy Shilkrot ...

Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projectsExplore important deep learning tools for image classificationUnderstand basic image matrix formats and filtersBook DescriptionOpenCV is one of the best open ... Læs mere

267,49 kr. eller Gratis med Kobo Plus

Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projectsExplore important deep learning tools for image classificationUnderstand basic image matrix formats and filtersBook DescriptionOpenCV is one of the best open
... Læs mere
Biometric Inverse Problems

af Svetlana N. Yanushkevich, Adrian Stoica, Vlad P. Shmerko, Denis V. Popel ...

Traditional methods of biometric analysis are unable to overcome the limitations of existing approaches, mainly due to the lack of standards for input data, privacy concerns involving use and storage of actual biometric data, and unacceptable accuracy. Exploring solutions to inverse problems in biometrics transcends such limits and allows rich analysis of biometric information and systems for ... Læs mere

525,61 kr.

Traditional methods of biometric analysis are unable to overcome the limitations of existing approaches, mainly due to the lack of standards for input data, privacy concerns involving use and storage of actual biometric data, and unacceptable accuracy. Exploring solutions to inverse problems in biometrics transcends such limits and allows rich analysis of biometric information and systems for
... Læs mere
Cloudera Administration Handbook

af Rohit Menon ...

An easy-to-follow Apache Hadoop administrator's guide filled with practical screenshots and explanations for each step and configuration. This book is great for administrators interested in setting up and managing a large Hadoop cluster. If you are an administrator, or want to be an administrator, and you are ready to build and maintain a production-level cluster running CDH5, then this book is ... Læs mere

377,49 kr. eller Gratis med Kobo Plus

An easy-to-follow Apache Hadoop administrator's guide filled with practical screenshots and explanations for each step and configuration. This book is great for administrators interested in setting up and managing a large Hadoop cluster. If you are an administrator, or want to be an administrator, and you are ready to build and maintain a production-level cluster running CDH5, then this book is
... Læs mere
Fuzzy Recurrence Plots and Networks with Applications in Biomedicine

af Tuan D. Pham ...

This book presents an original combination of three well-known methodological approaches for nonlinear data analysis: recurrence, networks, and fuzzy logic.After basic concepts of these three approaches are introduced, this book presents recently developed methods known as fuzzy recurrence plots and fuzzy recurrence networks. Computer programs written in MATLAB, which implement the basic ... Læs mere

793,77 kr.

This book presents an original combination of three well-known methodological approaches for nonlinear data analysis: recurrence, networks, and fuzzy logic.After basic concepts of these three approaches are introduced, this book presents recently developed methods known as fuzzy recurrence plots and fuzzy recurrence networks. Computer programs written in MATLAB, which implement the basic
... Læs mere
Handbook of Nuclear Medicine and Molecular Imaging for Physicists

Instrumentation and Imaging Procedures, Volume I

Redigeret af Michael Ljungberg ...

Serier serie Series in Medical Physics and Biomedical Engineering
This state-of-the-art handbook, the first in a series that provides medical physicists with a comprehensive overview into the field of nuclear medicine, is dedicated to instrumentation and imaging procedures in nuclear medicine. It provides a thorough treatment on the cutting-edge technologies being used within the field, in addition to touching upon the history of their use, their development, ... Læs mere

525,61 kr.

This state-of-the-art handbook, the first in a series that provides medical physicists with a comprehensive overview into the field of nuclear medicine, is dedicated to instrumentation and imaging procedures in nuclear medicine. It provides a thorough treatment on the cutting-edge technologies being used within the field, in addition to touching upon the history of their use, their development,
... Læs mere
Hybrid Image Processing Methods for Medical Image Examination

af Venkatesan Rajinikanth, E Priya, Hong Lin, Fuhua Lin ...

Serier serie Intelligent Signal Processing and Data Analysis
In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing methods, this work focuses on implementation of possible hybrid image examination techniques for medical images. It describes various image thresholding and segmentation methods which are essential for the development of such a hybrid ... Læs mere

525,61 kr.

In view of better results expected from examination of medical datasets (images) with hybrid (integration of thresholding and segmentation) image processing methods, this work focuses on implementation of possible hybrid image examination techniques for medical images. It describes various image thresholding and segmentation methods which are essential for the development of such a hybrid
... Læs mere
Biosignal and Medical Image Processing

af John L. Semmlow, Benjamin Griffel ...

Written specifically for biomedical engineers, Biosignal and Medical Image Processing, Third Edition provides a complete set of signal and image processing tools, including diagnostic decision-making tools, and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classify ... Læs mere

1.662,99 kr.

Written specifically for biomedical engineers, Biosignal and Medical Image Processing, Third Edition provides a complete set of signal and image processing tools, including diagnostic decision-making tools, and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classify
... Læs mere
GNSS Applications in Earth and Space Observations

Challenges and Prospective Approaches

Redigeret af Dileep Kumar Gupta, Abhay Kumar Singh ...

Serier serie Microsatellite Remote Sensing, GNSS, and Applications
Global Navigation Satellite Systems (GNSSs) have become an essential technology used in navigation, positioning, and timing applications in meteorology, environmental monitoring, disaster management, and space exploration. This comprehensive book explores the various applications of GNSS technology in different fields of Earth and Space observations and provides researchers, professionals, and ... Læs mere

1.823,93 kr.

Global Navigation Satellite Systems (GNSSs) have become an essential technology used in navigation, positioning, and timing applications in meteorology, environmental monitoring, disaster management, and space exploration. This comprehensive book explores the various applications of GNSS technology in different fields of Earth and Space observations and provides researchers, professionals, and
... Læs mere
Remote Sensing and Cognition

Human Factors in Image Interpretation

Redigeret af Raechel A. White, Arzu Coltekin, Robert R. Hoffman ...

Human factors play a critical role in the design and interpretation of remotely sensed imagery for all Earth sciences. ***Remote Sensing and Cognition: Human Factors in Image Interpretation***brings together current topics widely recognized and addressed regarding human cognition in geographic imagery, especially remote sensing imagery with complex data. It addresses themes around expertise ... Læs mere

557,80 kr.

Human factors play a critical role in the design and interpretation of remotely sensed imagery for all Earth sciences. ***Remote Sensing and Cognition: Human Factors in Image Interpretation***brings together current topics widely recognized and addressed regarding human cognition in geographic imagery, especially remote sensing imagery with complex data. It addresses themes around expertise
... Læs mere
Digital Signal Transmission

af Chris Bissell, David Chapman ...

This textbook will provide both undergraduates and practising engineers with an up-to-date and thorough grounding in the concepts of modern digital transmission. The book is not encyclopaedic, rather it selects the key concepts and processes and explains them in a deliberate pedagogic style. These concepts and processes are then illustrated by a number of system descriptions. The book is divided ... Læs mere

966,82 kr.

This textbook will provide both undergraduates and practising engineers with an up-to-date and thorough grounding in the concepts of modern digital transmission. The book is not encyclopaedic, rather it selects the key concepts and processes and explains them in a deliberate pedagogic style. These concepts and processes are then illustrated by a number of system descriptions. The book is divided
... Læs mere
ADVANCED DATA STRUCTURES FOR ALGORITHMS

Mastering Complex Data Structures for Algorithmic Problem-Solving (2024)

af VIOLET CASTRO ...

"Advanced Data Structures for Algorithms" is an indispensable guide for programmers seeking to elevate their algorithmic problem-solving skills by mastering sophisticated data structures. Delving beyond basic arrays and linked lists, this book equips readers with the knowledge and techniques needed to leverage advanced data structures effectively in tackling complex computational challenges.· ... Læs mere

70,66 kr.

"Advanced Data Structures for Algorithms" is an indispensable guide for programmers seeking to elevate their algorithmic problem-solving skills by mastering sophisticated data structures. Delving beyond basic arrays and linked lists, this book equips readers with the knowledge and techniques needed to leverage advanced data structures effectively in tackling complex computational challenges.·
... Læs mere
Handbook of Texture Analysis

Generalized Texture for AI-Based Industrial Applications

Redigeret af Ayman El-Baz, Jasjit S. Suri, Mohammad Ghazal ...

The major goals of texture research in computer vision are to understand, model, and process texture, and ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning ... Læs mere

568,53 kr.

The major goals of texture research in computer vision are to understand, model, and process texture, and ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning
... Læs mere
Spectral, Photon Counting Computed Tomography

Technology and Applications

Redigeret af Katsuyuki Taguchi, Ira Blevis, Krzysztof Iniewski ...

Serier serie Devices, Circuits, and Systems
Spectral, Photon Counting Computed Tomography is a comprehensive cover of the latest developments in the most prevalent imaging modality (x-ray computed tomography (CT)) in its latest incarnation: Spectral, Dual-Energy, and Photon Counting CT. Disadvantages of the conventional single-energy technique used by CT technology are that different materials cannot be distinguished and that the noise is ... Læs mere

600,72 kr.

Spectral, Photon Counting Computed Tomography is a comprehensive cover of the latest developments in the most prevalent imaging modality (x-ray computed tomography (CT)) in its latest incarnation: Spectral, Dual-Energy, and Photon Counting CT. Disadvantages of the conventional single-energy technique used by CT technology are that different materials cannot be distinguished and that the noise is
... Læs mere

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Optisk databehandling e-bøger

Image Processing and Machine Learning, Volume 2

Multi-Sensor and Multi-Temporal Remote Sensing

Super-Resolution Imaging

Rough Fuzzy Image Analysis

High-Dimensional Statistics

Sparse Image and Signal Processing

Biometric Technology

3D Graphics for Game Programming

Image Encryption

Algorithms on Strings, Trees, and Sequences

Non-Linear Spectral Unmixing of Hyperspectral Data

Building Computer Vision Projects with OpenCV 4 and C++

Biometric Inverse Problems

Cloudera Administration Handbook

Fuzzy Recurrence Plots and Networks with Applications in Biomedicine

Handbook of Nuclear Medicine and Molecular Imaging for Physicists

Hybrid Image Processing Methods for Medical Image Examination

Biosignal and Medical Image Processing

GNSS Applications in Earth and Space Observations

Remote Sensing and Cognition

Digital Signal Transmission

ADVANCED DATA STRUCTURES FOR ALGORITHMS

Handbook of Texture Analysis

Spectral, Photon Counting Computed Tomography