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Neural Networks, Machine Learning, and Image Processing

Mathematical Modeling and Applications

Edición de Manoj Sahni, Ritu Sahni, Jose M Merigo ...

The text comprehensively discusses the latest mathematical modelling techniques and their applications in various areas such as fuzzy modelling, signal processing, neural network, machine learning, image processing, and their numerical analysis. It further covers image processing techniques like Viola-Jones Method for face detection and fuzzy approach for person video emotion. It will serve as an ... Leer más

$68.99 USD

The text comprehensively discusses the latest mathematical modelling techniques and their applications in various areas such as fuzzy modelling, signal processing, neural network, machine learning, image processing, and their numerical analysis. It further covers image processing techniques like Viola-Jones Method for face detection and fuzzy approach for person video emotion. It will serve as an
... Leer más
Handbook of Robust Low-Rank and Sparse Matrix Decomposition

Applications in Image and Video Processing

Edición de 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 ... Leer más

$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
... Leer más
Face Detection and Recognition

Theory and Practice

de 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 ... Leer más

$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
... Leer más
Building Feature Extraction with Machine Learning

Geospatial Applications

de 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 ... Leer más

$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
... Leer más
Statistical Computing in Nuclear Imaging

de 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 ... Leer más

$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
... Leer más
Multimedia and Multimodal Intelligence for Sustainable Development

Edición de 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 ... Leer más

$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
... Leer más
Imaging from Spaceborne and Airborne SARs, Calibration, and Applications

de Masanobu Shimada ...

Series series SAR Remote Sensing
Sixty years after its birth, Synthetic Aperture Radar (SAR) evolved as a key player of earth observation, and it is continually upgraded by enhanced hardware functionality and improved overall performance in response to user requirements. The basic information gained by SAR includes the backscattering coefficient of targets, their phases (the truncated distance between SAR and its targets), and ... Leer más

$68.99 USD

Sixty years after its birth, Synthetic Aperture Radar (SAR) evolved as a key player of earth observation, and it is continually upgraded by enhanced hardware functionality and improved overall performance in response to user requirements. The basic information gained by SAR includes the backscattering coefficient of targets, their phases (the truncated distance between SAR and its targets), and
... Leer más
Fundamentals of Capturing and Processing Drone Imagery and Data

Edición de Amy Frazier, Kunwar Singh ...

Unmanned aircraft systems (UAS) are rapidly emerging as flexible platforms for capturing imagery and other data across the sciences. Many colleges and universities are developing courses on UAS-based data acquisition. Fundamentals of Capturing and Processing Drone Imagery and Data is a comprehensive, introductory text on how to use unmanned aircraft systems for data capture and analysis. It ... Leer más

$65.99 USD

Unmanned aircraft systems (UAS) are rapidly emerging as flexible platforms for capturing imagery and other data across the sciences. Many colleges and universities are developing courses on UAS-based data acquisition. Fundamentals of Capturing and Processing Drone Imagery and Data is a comprehensive, introductory text on how to use unmanned aircraft systems for data capture and analysis. It
... Leer más
Remote Sensing Image Fusion

de Luciano Alparone, Bruno Aiazzi, Stefano Baronti, Andrea Garzelli ...

Series series Signal and Image Processing of Earth Observations
A synthesis of more than ten years of experience, Remote Sensing Image Fusion covers methods specifically designed for remote sensing imagery. The authors supply a comprehensive classification system and rigorous mathematical description of advanced and state-of-the-art methods for pansharpening of multispectral images, fusion of hyperspectral and ... Leer más

$73.99 USD

A synthesis of more than ten years of experience, Remote Sensing Image Fusion covers methods specifically designed for remote sensing imagery. The authors supply a comprehensive classification system and rigorous mathematical description of advanced and state-of-the-art methods for pansharpening of multispectral images, fusion of hyperspectral and
... Leer más
PyTorch Machine Learning: Practical Guide to Building, Training & Deploying Deep Learning Models with Python

de Ricardo Tellero ...

Master PyTorch and Build Production-Ready Deep Learning Models from Scratch to DeploymentComplete PyTorch curriculum covering tensors, neural networks, CNNs, RNNs, Transformers, GANs, and reinforcement learningProduction deployment skills including model optimization, quantization, ONNX export, TorchScript, and serving with Flask & DockerReal-world projects featuring image segmentation (U-... ... Leer más

$9.99 USD o gratis con Kobo Plus

Master PyTorch and Build Production-Ready Deep Learning Models from Scratch to DeploymentComplete PyTorch curriculum covering tensors, neural networks, CNNs, RNNs, Transformers, GANs, and reinforcement learningProduction deployment skills including model optimization, quantization, ONNX export, TorchScript, and serving with Flask & DockerReal-world projects featuring image segmentation (U-...
... Leer más
Conformal Geometry

Computational Algorithms and Engineering Applications

de Miao Jin, Xianfeng Gu, Ying He, Yalin Wang ...

This book offers an essential overview of computational conformal geometry applied to fundamental problems in specific engineering fields. It introduces readers to conformal geometry theory and discusses implementation issues from an engineering perspective.The respective chapters explore fundamental problems in specific fields of application, and detail how computational conformal geometric ... Leer más

$125.99 USD

This book offers an essential overview of computational conformal geometry applied to fundamental problems in specific engineering fields. It introduces readers to conformal geometry theory and discusses implementation issues from an engineering perspective.The respective chapters explore fundamental problems in specific fields of application, and detail how computational conformal geometric
... Leer más
Content Marketing in the Age of Data: A Digital Marketer's Guide

de Elizabeth Overly ...

In the fast-paced digital age, content marketing has become an essential tool for digital marketers. As technology evolves, so does the way we create and distribute content. This book will explore the evolution of content marketing and how it has transformed into data-driven content marketing. ... Leer más

$3.99 USD o gratis con Kobo Plus

In the fast-paced digital age, content marketing has become an essential tool for digital marketers. As technology evolves, so does the way we create and distribute content. This book will explore the evolution of content marketing and how it has transformed into data-driven content marketing.
... Leer más
MOJO PROGRAMMING

THE FAST TRACK TO MASTERING ROBOTIC PROCESS AUTOMATION

de WILLIAM K ROBERT ...

Mojo Programming: The Fast Track to Mastering Robotic Process AutomationFeeling bogged down by repetitive computer tasks? Mojo Programming: The Fast Track to Mastering Robotic Process Automation (RPA) is your key to freedom! This comprehensive guide empowers you to leverage the power of RPA, a revolutionary technology that eliminates tedious manual processes and streamlines your workflow.In Mojo ... Leer más

$6.89 USD o gratis con Kobo Plus

Mojo Programming: The Fast Track to Mastering Robotic Process AutomationFeeling bogged down by repetitive computer tasks? Mojo Programming: The Fast Track to Mastering Robotic Process Automation (RPA) is your key to freedom! This comprehensive guide empowers you to leverage the power of RPA, a revolutionary technology that eliminates tedious manual processes and streamlines your workflow.In Mojo
... Leer más
Visión Artificial. Componentes de los sistemas de visión y nuevas tendencias en Deep Learni

de Jaime Duque, Jaime Gómez ...

Los avances continuos en la visión artificial permiten resolver problemas de distinta índole, como pueden ser la conducción autónoma, el reconocimiento biométrico, la detección de defectos industriales o la interacción entre humanos y robots. Este libro es una readaptación y ampliación del libro de Visión Artificial mediante aprendizaje automático con Tensorflow y Pytorch, publicado anteriormente ... Leer más

$10.99 USD o gratis con Kobo Plus

Los avances continuos en la visión artificial permiten resolver problemas de distinta índole, como pueden ser la conducción autónoma, el reconocimiento biométrico, la detección de defectos industriales o la interacción entre humanos y robots. Este libro es una readaptación y ampliación del libro de Visión Artificial mediante aprendizaje automático con Tensorflow y Pytorch, publicado anteriormente
... Leer más
GANs in Action

Deep learning with Generative Adversarial Networks

de Vladimir Bok, Jakub Langr ...

Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the ... Leer más

$49.99 USD

Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the
... Leer más
PostGIS in Action, Second Edition

de Leo S. Hsu, Regina O. Obe ...

SummaryPostGIS in Action, Second Edition teaches readers of all levels to write spatial queries that solve real-world problems. It first gives you a background in vector-, raster-, and topology-based GIS and then quickly moves into analyzing, viewing, and mapping data. This second edition covers PostGIS 2.0 and 2.1 series, PostgreSQL 9.1, 9.2, and 9.3 features, and shows you how to integrate with ... Leer más

$38.99 USD

SummaryPostGIS in Action, Second Edition teaches readers of all levels to write spatial queries that solve real-world problems. It first gives you a background in vector-, raster-, and topology-based GIS and then quickly moves into analyzing, viewing, and mapping data. This second edition covers PostGIS 2.0 and 2.1 series, PostgreSQL 9.1, 9.2, and 9.3 features, and shows you how to integrate with
... Leer más
Motion Deblurring

Algorithms and Systems

Edición de A. N. Rajagopalan, Rama Chellappa ...

A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques, and bringing together a wide range of methods emerging from basic theory as well as cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers. From an ... Leer más

$68.99 USD

A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques, and bringing together a wide range of methods emerging from basic theory as well as cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers. From an
... Leer más
Logo Recognition

Theory and Practice

de Jingying Chen, Lizhe Wang, Dan Chen ...

Used by companies, organizations, and even individuals to promote recognition of their brand, logos can also act as a valuable means of identifying the source of a document. E-business applications can retrieve and catalog products according to their logos. Governmental agencies can easily inspect goods using smart mobile devices that use logo recognition techniques. However, because logos are two ... Leer más

$101.99 USD

Used by companies, organizations, and even individuals to promote recognition of their brand, logos can also act as a valuable means of identifying the source of a document. E-business applications can retrieve and catalog products according to their logos. Governmental agencies can easily inspect goods using smart mobile devices that use logo recognition techniques. However, because logos are two
... Leer más
Computer Vision based Identification and Mosaic of Gramineous Grass Seeds

de Xin Pan, Xuanhe Zhao, Weihong Yan, Jiangping Liu, Xiaoling Luo, Tana Wuyun ...

This book mainly deals with grassland digitalization and recognition through computer vision, which will make contributions to implement of grass auto recognition and data acquisition. Taking advantage of computer vision, it focuses on intrinsic feature extraction to realize the functions such as auto recognition of forage seeds and microscope images mosaic. The book presents a new approach for ... Leer más

$116.99 USD

This book mainly deals with grassland digitalization and recognition through computer vision, which will make contributions to implement of grass auto recognition and data acquisition. Taking advantage of computer vision, it focuses on intrinsic feature extraction to realize the functions such as auto recognition of forage seeds and microscope images mosaic. The book presents a new approach for
... Leer más
High-Orders Motion Analysis

Computer Vision Methods

de Yan Sun ...

This book shows how different types of motion can be disambiguated into their components in a richer way than that currently possible in computer vision.Previous research of motion analysis has generally not yet considered the basic nature of higher orders of motion such as acceleration. Hence, this book introduces an approximation of the acceleration field using established optical flow ... Leer más

$143.99 USD

This book shows how different types of motion can be disambiguated into their components in a richer way than that currently possible in computer vision.Previous research of motion analysis has generally not yet considered the basic nature of higher orders of motion such as acceleration. Hence, this book introduces an approximation of the acceleration field using established optical flow
... Leer más
Acceleration of Biomedical Image Processing with Dataflow on FPGAs

de Frederik Grull, Udo Kebschull ...

Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging techniques. In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting the application to the hardware, FPGAs allow the hardware to also be adjusted ... Leer más

$65.99 USD

Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging techniques. In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting the application to the hardware, FPGAs allow the hardware to also be adjusted
... Leer más
Quantum Blockchain

An Emerging Cryptographic Paradigm

de Vani Rajasekar, Rajesh Kumar Dhanaraj, SK Hafizul Islam, Balamurugan Balusamy, Ching-Hsien Hsu ...

QUANTUM BLOCKCHAINWhile addressing the security challenges and threats in blockchain, this book is also an introduction to quantum cryptography for engineering researchers and students in the realm of information security.Quantum cryptography is the science of exploiting quantum mechanical properties to perform cryptographic tasks. By utilizing unique quantum features of nature, quantum ... Leer más

$189.00 USD

QUANTUM BLOCKCHAINWhile addressing the security challenges and threats in blockchain, this book is also an introduction to quantum cryptography for engineering researchers and students in the realm of information security.Quantum cryptography is the science of exploiting quantum mechanical properties to perform cryptographic tasks. By utilizing unique quantum features of nature, quantum
... Leer más
Software Engineering for Image Processing Systems

de Philip A. Laplante ...

Software Engineering for Image Processing Systems creates a modern engineering framework for the specification, design, coding, testing, and maintenance of image processing software and systems. The text is designed to benefit not only software engineers, but also workers with backgrounds in mathematics, the physical sciences, and other engineering ... Leer más

$73.99 USD

Software Engineering for Image Processing Systems creates a modern engineering framework for the specification, design, coding, testing, and maintenance of image processing software and systems. The text is designed to benefit not only software engineers, but also workers with backgrounds in mathematics, the physical sciences, and other engineering
... Leer más
Energy Management

Big Data in Power Load Forecasting

de Valentin A. Boicea ...

Series series CRC Press Focus Shortform Book Program
This book introduces the principle of carrying out a medium-term load forecast (MTLF) at power system level, based on the Big Data concept and Convolutionary Neural Network (CNNs). It also presents further research directions in the field of Deep Learning techniques and Big Data, as well as how these two concepts are used in power engineering.Efficient processing and accuracy of Big Data in the ... Leer más

$28.99 USD

This book introduces the principle of carrying out a medium-term load forecast (MTLF) at power system level, based on the Big Data concept and Convolutionary Neural Network (CNNs). It also presents further research directions in the field of Deep Learning techniques and Big Data, as well as how these two concepts are used in power engineering.Efficient processing and accuracy of Big Data in the
... Leer más

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