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de Maureen Stone ...

Maureen Stone's field guide to digital color presents a survey of digital color with special emphasis on those fields important for computer graphics. The book provides the foundation for understanding color and its applications, discusses color media and color management and the use of color in computer graphics, including color design and selecti ... Leer más

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Maureen Stone's field guide to digital color presents a survey of digital color with special emphasis on those fields important for computer graphics. The book provides the foundation for understanding color and its applications, discusses color media and color management and the use of color in computer graphics, including color design and selecti
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Non-Linear Spectral Unmixing of Hyperspectral Data

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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 ... Leer más

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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
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Multimedia Image and Video Processing

Edición de Ling Guan, Yifeng He, Sun-Yuan Kung ...

Series series Image Processing Series
As multimedia applications have become part of contemporary daily life, numerous paradigm-shifting technologies in multimedia processing have emerged over the last decade. Substantially updated with 21 new chapters, Multimedia Image and Video Processing, Second Edition explores the most recent advances in multimedia research and applications. This edition presents a comprehensive treatment of ... Leer más

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Explainable AI for Earth Observation Data Analysis

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Edición de Arun PV, Jocelyn Chanussot, B Krishna Mohan, D Nagesh Kumar, Alok Porwal ...

The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algorithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses ... Leer más

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Digital Color Imaging Handbook

Edición de Gaurav Sharma, Raja Bala ...

Series series Electrical Engineering & Applied Signal Processing Series
Digital technology now enables unparalleled functionality and flexibility in the capture, processing, exchange, and output of color images. But harnessing its potential requires knowledge of color science, systems, processing algorithms, and device characteristics-topics drawn from a broad range of disciplines. One can acquire the requisite background with an armload of physics, chemistry, ... Leer más

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Digital technology now enables unparalleled functionality and flexibility in the capture, processing, exchange, and output of color images. But harnessing its potential requires knowledge of color science, systems, processing algorithms, and device characteristics-topics drawn from a broad range of disciplines. One can acquire the requisite background with an armload of physics, chemistry,
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Intelligent Biometric Techniques in Fingerprint and Face Recognition

Edición de L.C. Jain, U. Halici, I. Hayashi, S.B. Lee, Shigeyoshi Tsutsui ...

The tremendous world-wide interest in intelligent biometric techniques in fingerprint and face recognition is fueled by the myriad of potential applications, including banking and security systems, and limited only by the imaginations of scientists and engineers. This growing interest poses new challenges to the fields of expert systems, neural networks, fuzzy systems, and evolutionary computing, ... Leer más

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The tremendous world-wide interest in intelligent biometric techniques in fingerprint and face recognition is fueled by the myriad of potential applications, including banking and security systems, and limited only by the imaginations of scientists and engineers. This growing interest poses new challenges to the fields of expert systems, neural networks, fuzzy systems, and evolutionary computing,
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Building Computer Vision Projects with OpenCV 4 and C++

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

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

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Foundations of Data Visualization

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This is the first book that focuses entirely on the fundamental questions in visualization. Unlike other existing books in the field, it contains discussions that go far beyond individual visual representations and individual visualization algorithms. It offers a collection of investigative discourses that probe these questions from different perspectives, including concepts that help frame these ... Leer más

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This is the first book that focuses entirely on the fundamental questions in visualization. Unlike other existing books in the field, it contains discussions that go far beyond individual visual representations and individual visualization algorithms. It offers a collection of investigative discourses that probe these questions from different perspectives, including concepts that help frame these
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Introduction to Inverse Problems in Imaging

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Fully updated throughout and with several new chapters, this second edition of***Introduction to Inverse Problems in Imaging*** guides advanced undergraduate and graduate students in physics, computer science, mathematics and engineering through the principles of linear inverse problems, in addition to methods of their approximate solution and their practical applications in imaging.This second ... Leer más

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Fully updated throughout and with several new chapters, this second edition of***Introduction to Inverse Problems in Imaging*** guides advanced undergraduate and graduate students in physics, computer science, mathematics and engineering through the principles of linear inverse problems, in addition to methods of their approximate solution and their practical applications in imaging.This second
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This book presents state-of-the-art optimization algorithms followed by Internet of Things (IoT) fundamentals. The applications of machine learning and IoT are explored, with topics including optimization, algorithms and machine learning in image processing and IoT.Applications of Optimization and Machine Learning in Image Processing and IoT is a complete reference source, providing the latest ... Leer más

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This book presents state-of-the-art optimization algorithms followed by Internet of Things (IoT) fundamentals. The applications of machine learning and IoT are explored, with topics including optimization, algorithms and machine learning in image processing and IoT.Applications of Optimization and Machine Learning in Image Processing and IoT is a complete reference source, providing the latest
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Cryptographic and Information Security Approaches for Images and Videos

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This book presents essential principles, technical information, and expert insights on multimedia security technology. Illustrating the need for improved content security as the Internet and digital multimedia applications rapidly evolve, it presents a wealth of everyday protection application examples in fields including . Giving readers an in-depth introduction to different aspects of
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DeepFakes

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Deepfakes is a synthetic media that leverage powerful Artificial Intelligence (AI) and machine learning (ML) techniques to generate fake visual and audio content that are extremely realistic, thus making it very hard for a human to distinguish from the original ones. Apart from technological introduction to the Deepfakes concept, the book details algorithms to detect Deepfakes, techniques for ... Leer más

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Series series Mathematical Engineering, Manufacturing, and Management Sciences
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Brief Notes in Advanced DSP

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Winner of the "Outstanding Academic Title" recognition by Choice for the 2020 OAT Awards.The Choice OAT Award represents the highest caliber of scholarly titles that have been reviewed by Choice and conveys the extraordinary recognition of the academic community.The book discusses varied topics pertaining to advanced or up-to-date techniques in medical imaging using artificial intelligence (AI), ... Leer más

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Fuzzy Machine Learning Algorithms for Remote Sensing Image Classification

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Handbook of Texture Analysis

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de V. Rajinikanth, K. Kamalanand, C. Emmanuel, B. Thayumanavan ...

Series series Biomedical and Robotics Healthcare
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The aim of this book is to outline the concept of entropy, various types of entropies and their implementation to evaluate a variety of biomedical signals/images. The book emphasizes various entropy-based image pre-processing methods which are essential for the development of suitable computerized examination systems. The recent research works on biomedical signal evaluation confirms that signal
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Edición de Siddhartha Bhattacharyya, Mario Köppen, Elizabeth Behrman, Ivan Cruz-Aceves ...

Series series Quantum Machine Intelligence
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The reference text introduces the principles of quantum mechanics to evolve hybrid metaheuristics-based optimization techniques useful for real world engineering and scientific problems.The text covers advances and trends in methodological approaches, theoretical studies, mathematical and applied techniques related to hybrid quantum metaheuristics and their applications to engineering problems.
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Series series Computer Communications and Networks
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Two-Dimensional Materials in Nanophotonics

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Edición de Yuerui Lu ...

Two-dimensional (2D) materials have attracted tremendous interest since the study of graphene in the early 21st century. With their thickness in the angstrom-to-nanometer range, 2D materials, including graphene, transition metal dichalcogenides, phosphorene, silicene, and other inorganic and organic materials, can be an ideal platform to study fundamental many-body interactions because of reduced ... Leer más

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Two-dimensional (2D) materials have attracted tremendous interest since the study of graphene in the early 21st century. With their thickness in the angstrom-to-nanometer range, 2D materials, including graphene, transition metal dichalcogenides, phosphorene, silicene, and other inorganic and organic materials, can be an ideal platform to study fundamental many-body interactions because of reduced
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Explainable Machine Learning for Geospatial Data Analysis

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de Courage Kamusoko ...

Explainable machine learning (XML), a subfield of AI, is focused on making complex AI models understandable to humans. This book highlights and explains the details of machine learning models used in geospatial data analysis. It demonstrates the need for a data-centric, explainable machine learning approach to obtain new insights from geospatial data. It presents the opportunities, challenges, and ... Leer más

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Explainable machine learning (XML), a subfield of AI, is focused on making complex AI models understandable to humans. This book highlights and explains the details of machine learning models used in geospatial data analysis. It demonstrates the need for a data-centric, explainable machine learning approach to obtain new insights from geospatial data. It presents the opportunities, challenges, and
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Machine Intelligence

Computer Vision and Natural Language Processing

Edición de Pethuru Raj, P Beaulah Soundarabai, Peter Augustine ...

Machines are being systematically empowered to be interactive and intelligent in their operations, offerings. and outputs. There are pioneering Artificial Intelligence (AI) technologies and tools. Machine and Deep Learning (ML/DL) algorithms, along with their enabling frameworks, libraries, and specialized accelerators, find particularly useful applications in computer and machine vision, human ... Leer más

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Machines are being systematically empowered to be interactive and intelligent in their operations, offerings. and outputs. There are pioneering Artificial Intelligence (AI) technologies and tools. Machine and Deep Learning (ML/DL) algorithms, along with their enabling frameworks, libraries, and specialized accelerators, find particularly useful applications in computer and machine vision, human
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Learning in Non-Stationary Environments

Methods and Applications

Edición de Moamar Sayed-Mouchaweh, Edwin Lughofer ...

Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handling and the integration of environmental influences. Intelligent systems, equipped with a taxonomy of data-driven system identification and machine learning ... Leer más

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Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handling and the integration of environmental influences. Intelligent systems, equipped with a taxonomy of data-driven system identification and machine learning
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Recomendado para ti

eBooks de Procesamiento óptico de datos

A Field Guide to Digital Color

Non-Linear Spectral Unmixing of Hyperspectral Data

Multimedia Image and Video Processing

Explainable AI for Earth Observation Data Analysis

Digital Color Imaging Handbook

Intelligent Biometric Techniques in Fingerprint and Face Recognition

Building Computer Vision Projects with OpenCV 4 and C++

Foundations of Data Visualization

Introduction to Inverse Problems in Imaging

Applications of Optimization and Machine Learning in Image Processing and IoT

Cryptographic and Information Security Approaches for Images and Videos

DeepFakes

Computing and Simulation for Engineers

Brief Notes in Advanced DSP

Medical Imaging

Fuzzy Machine Learning Algorithms for Remote Sensing Image Classification

Handbook of Texture Analysis

Biomedical Signal and Image Examination with Entropy-Based Techniques

Hybrid Quantum Metaheuristics

Social Media Retrieval

Two-Dimensional Materials in Nanophotonics

Explainable Machine Learning for Geospatial Data Analysis

Machine Intelligence

Learning in Non-Stationary Environments