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Machine Learning and Deep Learning Techniques for Medical Image Recognition

Edición de Ben Othman Soufiene, Chinmay Chakraborty ...

Series series Advances in Smart Healthcare Technologies
Machine Learning and Deep Learning Techniques for Medical Image Recognition comprehensively reviews deep learning-based algorithms in medical image analysis problems including medical image processing. It includes a detailed review of deep learning approaches for semantic object detection and segmentation in medical image computing and large-scale radiology database mining. A particular focus is ... Leer más

$73.99 USD

Machine Learning and Deep Learning Techniques for Medical Image Recognition comprehensively reviews deep learning-based algorithms in medical image analysis problems including medical image processing. It includes a detailed review of deep learning approaches for semantic object detection and segmentation in medical image computing and large-scale radiology database mining. A particular focus is
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Digital Image Processing and Analysis

Digital Image Enhancement, Restoration and Compression

de 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, ... Leer más

$140.00 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,
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Image Processing and Machine Learning, Volume 2

Advanced Topics in Image Analysis and Machine Learning

de 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 ... Leer más

$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
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Biomedical Signal and Image Examination with Entropy-Based Techniques

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

Series series Biomedical and Robotics Healthcare
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 ... Leer más

$73.99 USD

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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Video Cataloguing

Structure Parsing and Content Extraction

de Guangyu Gao, Chi Harold Liu ...

Video Cataloguing explains how to efficiently perform video structure analysis as well as extract the basic semantic contents for video summarization, which is essential for handling large-scale video data. It addresses the issues of video cataloguing, including video structure parsing and basic semantic word extraction, particularly for movie and teleplay videos. The book provides a fundamental ... Leer más

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Video Cataloguing explains how to efficiently perform video structure analysis as well as extract the basic semantic contents for video summarization, which is essential for handling large-scale video data. It addresses the issues of video cataloguing, including video structure parsing and basic semantic word extraction, particularly for movie and teleplay videos. The book provides a fundamental
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Compressive Sensing of Earth Observations

Edición de C.H. Chen ...

Series series Signal and Image Processing of Earth Observations
Future remote sensing systems will make extensive use of Compressive Sensing (CS) as it becomes more integrated into the system design with increased high resolution sensor developments and the rising earth observation data generated each year. Written by leading experts in the field Compressive Sensing of Earth Observations provides a comprehensive and balanced coverage of the theory and ... Leer más

$98.99 USD

Future remote sensing systems will make extensive use of Compressive Sensing (CS) as it becomes more integrated into the system design with increased high resolution sensor developments and the rising earth observation data generated each year. Written by leading experts in the field Compressive Sensing of Earth Observations provides a comprehensive and balanced coverage of the theory and
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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
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Remote Sensing Image Fusion

A Practical Guide

de Christine Pohl, John van Genderen ...

Remote Sensing Image Fusion: A Practical Guide gives an introduction to remote sensing image fusion providing an overview on the sensors and applications. It describes data selection, application requirements and the choice of a suitable image fusion technique. It comprises a diverse selection of successful image fusion cases that are relevant to other users and other areas of interest around the ... Leer más

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Remote Sensing Image Fusion: A Practical Guide gives an introduction to remote sensing image fusion providing an overview on the sensors and applications. It describes data selection, application requirements and the choice of a suitable image fusion technique. It comprises a diverse selection of successful image fusion cases that are relevant to other users and other areas of interest around the
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Swarm Intelligence for Iris Recognition

de Zaheera Zainal Abidin ...

Iris recognition is one of the highest accuracy techniques used in biometric systems. The accuracy of the iris recognition system is measured by False Reject Rate (FRR), which measures the authenticity of a user who is incorrectly rejected by the system due to changes in iris features (such as aging and health condition) and external factors that affect iris image, for instance, high noise rate. ... Leer más

$34.99 USD

Iris recognition is one of the highest accuracy techniques used in biometric systems. The accuracy of the iris recognition system is measured by False Reject Rate (FRR), which measures the authenticity of a user who is incorrectly rejected by the system due to changes in iris features (such as aging and health condition) and external factors that affect iris image, for instance, high noise rate.
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Optical Switching

Device Technology and Applications in Networks

de Dalia Nandi, Sandip Nandi, Angsuman Sarkar, Chandan Kumar Sarkar ...

OPTICAL SWITCHINGComprehensive coverage of optical switching technologies and their applications in optical networksOptical Switching: Device Technology and Applications in Networks delivers an accessible exploration of the evolution of optical networks with clear explanations of the current state-of-the-art in the field and modern challenges in the development of Internet-of-Things devices. A ... Leer más

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OPTICAL SWITCHINGComprehensive coverage of optical switching technologies and their applications in optical networksOptical Switching: Device Technology and Applications in Networks delivers an accessible exploration of the evolution of optical networks with clear explanations of the current state-of-the-art in the field and modern challenges in the development of Internet-of-Things devices. A
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Image Analysis for Segmentation and Classification of Blood Cells from Images of Peripheral Blood Smears

de Roopa B Hegde, Swathi Prabhu, Keerthana Prasad ...

Peripheral blood smear (PBS) analysis is a critical diagnostic tool for diseases including malaria, leukemia, and cancer. This monograph addresses the key challenges associated with image analysis of PBS images and highlights innovative systems that automate the identification of specific pathologies.It reviews state-of-the-art algorithms for segmentation, color representation and normalization, ... Leer más

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PEDIDO ANTICIPADO

Peripheral blood smear (PBS) analysis is a critical diagnostic tool for diseases including malaria, leukemia, and cancer. This monograph addresses the key challenges associated with image analysis of PBS images and highlights innovative systems that automate the identification of specific pathologies.It reviews state-of-the-art algorithms for segmentation, color representation and normalization,
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Intelligent Techniques for Security of Medical Data

Edición de George A. Papakostas, Weiwei Jiang, Vinay Kumar Srivastava, Priyank Khare, Divyanshu Awasthi ...

Series series Progress in Computational Intelligence and Intelligent Technologies
The rapid digital transformation of healthcare has created unprecedented opportunities for improving patient outcomes, operational efficiency, and accessibility of medical services. At the same time, the increasing reliance on connected devices, cloud infrastructures, and data-driven decision-making has introduced significant challenges related to security, privacy, trust, and regulatory ... Leer más

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PEDIDO ANTICIPADO

The rapid digital transformation of healthcare has created unprecedented opportunities for improving patient outcomes, operational efficiency, and accessibility of medical services. At the same time, the increasing reliance on connected devices, cloud infrastructures, and data-driven decision-making has introduced significant challenges related to security, privacy, trust, and regulatory
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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

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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
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Kubernetes from basic to advanced levels

de Alex Carvalho ...

In the world of modern software development, Kubernetes has emerged as a powerful tool for managing containerized applications. "Kubernetes: From Basic to Advanced Levels" is an essential guide that takes readers on a comprehensive journey through this popular open-source platform. Whether you are a beginner looking to understand the basics or an experienced user aiming to master advanced concepts ... Leer más

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In the world of modern software development, Kubernetes has emerged as a powerful tool for managing containerized applications. "Kubernetes: From Basic to Advanced Levels" is an essential guide that takes readers on a comprehensive journey through this popular open-source platform. Whether you are a beginner looking to understand the basics or an experienced user aiming to master advanced concepts
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Introduction to Applied Linear Algebra

Vectors, Matrices, and Least Squares

de Stephen Boyd, Lieven Vandenberghe ...

This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and ... Leer más

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This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and
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Scaling up Machine Learning

Parallel and Distributed Approaches

Edición de Ron Bekkerman, Mikhail Bilenko, John Langford ...

This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task ... Leer más

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This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task
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Sparse Image and Signal Processing

Wavelets and Related Geometric Multiscale Analysis, Second Edition

de 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 ... Leer más

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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
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Description Approaches and Automated Generalization Algorithms for Groups of Map Objects

de Haowen Yan ...

This book focuses on the generalization of map features, providing descriptions and classifying groups of map objects into six categories: point clusters, groups of contours, road networks, river networks, continuous areal features and discrete areal features. Discussing the methods and algorithms in map generalization in equal measure, it also describes the approaches for describing map features ... Leer más

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This book focuses on the generalization of map features, providing descriptions and classifying groups of map objects into six categories: point clusters, groups of contours, road networks, river networks, continuous areal features and discrete areal features. Discussing the methods and algorithms in map generalization in equal measure, it also describes the approaches for describing map features
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Seismic Modelling and Pattern Recognition in Oil Exploration

de A. Sinvhal ...

The reasons for writing this book are very simple. We use and teach com puter aided techniques of mathematical simulation and of pattern recogni tion. Life would be much simpler if we had a suitable text book with methods and computer programmes which we could keep referring to. Therefore, we have presented here material that is essential for mathematical modelling of some complex geological ... Leer más

$89.89 USD

The reasons for writing this book are very simple. We use and teach com puter aided techniques of mathematical simulation and of pattern recogni tion. Life would be much simpler if we had a suitable text book with methods and computer programmes which we could keep referring to. Therefore, we have presented here material that is essential for mathematical modelling of some complex geological
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Machine Interpretation of Line Drawing Images

Technical Drawings, Maps and Diagrams

de Sergey Ablameyko, Tony Pridmore ...

Line drawing interpretation is a challenging area with enormous practical potential. At present, many companies throughout the world invest large amounts of money and human resource in the input of paper drawings into computers. The technology needed to produce an image of a drawing is widely available, but the transformation of these images into more useful forms is an active field of research ... Leer más

$83.89 USD

Line drawing interpretation is a challenging area with enormous practical potential. At present, many companies throughout the world invest large amounts of money and human resource in the input of paper drawings into computers. The technology needed to produce an image of a drawing is widely available, but the transformation of these images into more useful forms is an active field of research
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Troanary Photonic Storage Blueprint - How Light Based Logic can Redefine Computation and Data Storage

The Troanary Mirror Thesis Codex, #4

de Ylia Callan ...

Series Libro 4 - The Troanary Mirror Thesis Codex
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Gratis

Troanary Photonic Storage Blueprint: How Light-Based Logic Can Redefine Computation and Data StorageIn an era where the limitations of traditional binary computing are increasingly evident, Troanary Photonic Storage Blueprint introduces a transformative paradigm that leverages the unique properties of light to revolutionise computation and data storage. This comprehensive guide delves into the
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Handbook of Texture Analysis

Generalized Texture for AI-Based Industrial Applications

Edición de 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 ... Leer más

$73.99 USD

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
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Augmented Reality

Fundamentals and Applications

de Osslan Osiris Vergara Villegas, Vianey Guadalupe Cruz Sánchez ...

This book focuses on augmented reality (AR) technology, which uses the real environment to superimpose virtual elements. Therefore, the reader can create applications that simulate scenarios that can be dangerous or expensive to generate in the real world. AR has proven helpful in education, marketing, and industrial scenarios. AR technology improves the user experience of various disciplines, ... Leer más

$166.99 USD

This book focuses on augmented reality (AR) technology, which uses the real environment to superimpose virtual elements. Therefore, the reader can create applications that simulate scenarios that can be dangerous or expensive to generate in the real world. AR has proven helpful in education, marketing, and industrial scenarios. AR technology improves the user experience of various disciplines,
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Explainable AI for Earth Observation Data Analysis

Applications, Opportunities, and Challenges

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

$77.99 USD

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
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eBooks de Procesamiento óptico de datos

Machine Learning and Deep Learning Techniques for Medical Image Recognition

Digital Image Processing and Analysis

Image Processing and Machine Learning, Volume 2

Biomedical Signal and Image Examination with Entropy-Based Techniques

Video Cataloguing

Compressive Sensing of Earth Observations

Image Encryption

Remote Sensing Image Fusion

Swarm Intelligence for Iris Recognition

Optical Switching

Image Analysis for Segmentation and Classification of Blood Cells from Images of Peripheral Blood Smears

Intelligent Techniques for Security of Medical Data

3D Point Cloud Analysis

Kubernetes from basic to advanced levels

Introduction to Applied Linear Algebra

Scaling up Machine Learning

Sparse Image and Signal Processing

Description Approaches and Automated Generalization Algorithms for Groups of Map Objects

Seismic Modelling and Pattern Recognition in Oil Exploration

Machine Interpretation of Line Drawing Images

Troanary Photonic Storage Blueprint - How Light Based Logic can Redefine Computation and Data Storage

Handbook of Texture Analysis

Augmented Reality

Explainable AI for Earth Observation Data Analysis