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Explainable AI for Earth Observation Data Analysis

Applications, Opportunities, and Challenges

Edited by 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 ... Read more

$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
... Read more
Principles of Synthetic Aperture Radar Imaging

A System Simulation Approach

by Kun-Shan Chen ...

Series series Signal and Image Processing of Earth Observations
Principles of Synthetic Aperture Radar Imaging: A System Simulation Approach demonstrates the use of image simulation for SAR. It covers the various applications of SAR (including feature extraction, target classification, and change detection), provides a complete understanding of SAR principles, and illustrates the complete chain of a SAR operati ... Read more

$77.99 USD

Principles of Synthetic Aperture Radar Imaging: A System Simulation Approach demonstrates the use of image simulation for SAR. It covers the various applications of SAR (including feature extraction, target classification, and change detection), provides a complete understanding of SAR principles, and illustrates the complete chain of a SAR operati
... Read more
DeepFakes

Creation, Detection, and Impact

Edited by Loveleen Gaur ...

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 ... Read more

$69.99 USD

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
... Read more
Intelligent Control for Modern Transportation Systems

Edited by Arunesh Kumar Singh, Bhavnesh Kumar, Ibraheem, Asheesh Kumar Singh, Shahida Khatoon ...

The book comprehensively discusses concepts of artificial intelligence in green transportation systems. It further covers intelligent techniques for precise modeling of complex transportation infrastructure, forecasting and predicting traffic congestion, and intelligent control techniques for maximizing performance and safety. It further provides MATLAB® programs for artificial intelligence ... Read more

$73.99 USD

The book comprehensively discusses concepts of artificial intelligence in green transportation systems. It further covers intelligent techniques for precise modeling of complex transportation infrastructure, forecasting and predicting traffic congestion, and intelligent control techniques for maximizing performance and safety. It further provides MATLAB® programs for artificial intelligence
... Read more
Handbook of Texture Analysis

AI-Based Medical Imaging Applications

Edited by Ayman El-Baz, Mohammed Ghazal, Jasjit S. Suri ...

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 ... Read more

$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
... Read more
Convolutional Neural Networks for Medical Image Processing Applications

Edited by Saban Ozturk ...

The rise in living standards increases the expectation of people in almost every field. At the forefront is health. Over the past few centuries, there have been major developments in healthcare. Medical device technology and developments in artificial intelligence (AI) are among the most important ones. The improving technology and our ability to harness the technology effectively by means such as ... Read more

$77.99 USD

The rise in living standards increases the expectation of people in almost every field. At the forefront is health. Over the past few centuries, there have been major developments in healthcare. Medical device technology and developments in artificial intelligence (AI) are among the most important ones. The improving technology and our ability to harness the technology effectively by means such as
... Read more
Transforming Healthcare

Mode, Technologies, and Implementation

Edited by Ankush Jain, Vishal Srivastava, Gaurav Singal, Mohamed Mosbah ...

Series series Computational Methods for Industrial Applications
This comprehensive volume explores cutting-edge technologies, groundbreaking methodologies, and insightful ethical considerations. It brings together leading minds and research across diverse domains, offering readers a glimpse into the future of healthcare. From leveraging AI in diagnostics and personalized treatments to advancing telemedicine and remote patient monitoring, the text addresses ... Read more

$77.99 USD

This comprehensive volume explores cutting-edge technologies, groundbreaking methodologies, and insightful ethical considerations. It brings together leading minds and research across diverse domains, offering readers a glimpse into the future of healthcare. From leveraging AI in diagnostics and personalized treatments to advancing telemedicine and remote patient monitoring, the text addresses
... Read more
Polarimetric SAR Imaging

Theory and Applications

by Yoshio Yamaguchi ...

Series series SAR Remote Sensing
Radar polarimetry has been highly sought after for its use in the precise monitoring of Earth's surface. Polarimetric SAR Imaging explains the basic concepts of polarimetry and its diverse applications including: deforestation, tree classification, landslide detection, tsunamis, volcano eruptions and ash distribution, snow accumulation, rice field monitoring, urban area exploration, ship detection ... Read more

$62.99 USD

Radar polarimetry has been highly sought after for its use in the precise monitoring of Earth's surface. Polarimetric SAR Imaging explains the basic concepts of polarimetry and its diverse applications including: deforestation, tree classification, landslide detection, tsunamis, volcano eruptions and ash distribution, snow accumulation, rice field monitoring, urban area exploration, ship detection
... Read more
Webb's Physics of Medical Imaging

Edited by M Flower ...

Series series Series in Medical Physics and Biomedical Engineering
Since the publication of the best-selling, highly acclaimed first edition, the technology and clinical applications of medical imaging have changed significantly. Gathering these developments into one volume, Webb’s Physics of Medical Imaging, Second Edition presents a thorough update of the basic physics, modern technology and many examples of clinical application across all the modalities of ... Read more

$132.99 USD

Since the publication of the best-selling, highly acclaimed first edition, the technology and clinical applications of medical imaging have changed significantly. Gathering these developments into one volume, Webb’s Physics of Medical Imaging, Second Edition presents a thorough update of the basic physics, modern technology and many examples of clinical application across all the modalities of
... Read more
Spatial Analysis for Radar Remote Sensing of Tropical Forests

by Gianfranco D. De Grandi, Elsa Carla De Grandi ...

Series series SAR Remote Sensing
This book is based on the authors’ extensive involvement in Synthetic Aperture Radar (SAR) mapping projects, targeting the health of an earth ecosystem with great relevance for climate change studies: the tropical forests. The subject is developed from a vantage point provided by analysis in a combined space, scale (frequency), time, wavelength, polarization domain. The combination of space and ... Read more

$77.99 USD

This book is based on the authors’ extensive involvement in Synthetic Aperture Radar (SAR) mapping projects, targeting the health of an earth ecosystem with great relevance for climate change studies: the tropical forests. The subject is developed from a vantage point provided by analysis in a combined space, scale (frequency), time, wavelength, polarization domain. The combination of space and
... Read more
Image Super-Resolution and Applications

by Fathi E. Abd El-Samie, Mohiy M. Hadhoud, Said E. El-Khamy ...

This book is devoted to the issue of image super-resolution-obtaining high-resolution images from single or multiple low-resolution images. Although there are numerous algorithms available for image interpolation and super-resolution, there's been a need for a book that establishes a common thread between the two processes. Filling this need, Image ... Read more

$91.99 USD

This book is devoted to the issue of image super-resolution-obtaining high-resolution images from single or multiple low-resolution images. Although there are numerous algorithms available for image interpolation and super-resolution, there's been a need for a book that establishes a common thread between the two processes. Filling this need, Image
... Read more
Content-Based Image Classification

Efficient Machine Learning Using Robust Feature Extraction Techniques

by Rik Das ...

Content-Based Image Classification: Efficient Machine Learning Using Robust Feature Extraction Techniques is a comprehensive guide to research with invaluable image data. Social Science Research Network has revealed that 65% of people are visual learners. Research data provided by Hyerle (2000) has clearly shown 90% of information in the human brain is visual. Thus, it is no wonder that visual ... Read more

$67.99 USD

Content-Based Image Classification: Efficient Machine Learning Using Robust Feature Extraction Techniques is a comprehensive guide to research with invaluable image data. Social Science Research Network has revealed that 65% of people are visual learners. Research data provided by Hyerle (2000) has clearly shown 90% of information in the human brain is visual. Thus, it is no wonder that visual
... Read more
The Biometric Computing

Recognition and Registration

Edited by Karm Veer Arya, Robin Singh Bhadoria ...

"The Biometric Computing: Recognition & Registration" presents introduction of biometrics along with detailed analysis for identification and recognition methods. This book forms the required platform for understanding biometric computing and its implementation for securing target system. It also provides the comprehensive analysis on algorithms, architectures and interdisciplinary connection of ... Read more

$77.99 USD

"The Biometric Computing: Recognition & Registration" presents introduction of biometrics along with detailed analysis for identification and recognition methods. This book forms the required platform for understanding biometric computing and its implementation for securing target system. It also provides the comprehensive analysis on algorithms, architectures and interdisciplinary connection of
... Read more
Mining Multimedia Documents

by Wahiba Ben Abdessalem Karaa, Nilanjan Dey ...

The information age has led to an explosion in the amount of information available to the individual and the means by which it is accessed, stored, viewed, and transferred. In particular, the growth of the internet has led to the creation of huge repositories of multimedia documents in a diverse range of scientific and professional fields, as well as the tools to extract useful knowledge from them ... Read more

$244.99 USD

The information age has led to an explosion in the amount of information available to the individual and the means by which it is accessed, stored, viewed, and transferred. In particular, the growth of the internet has led to the creation of huge repositories of multimedia documents in a diverse range of scientific and professional fields, as well as the tools to extract useful knowledge from them
... Read more
Advances in Visual Data Compression and Communication

Meeting the Requirements of New Applications

by Feng Wu ...

Series series Multimedia Computing, Communication and Intelligence
This book provides a theoretical and technical basis for advanced research on visual data compression and communication. It presents the results of the author's research on visual data compression and transmission. Studying scalable video coding (SVC), it considers the fundamental problem to be solved in SVC-motion compensation. It explores directional transforms, extends the current coding ... Read more

$189.99 USD

This book provides a theoretical and technical basis for advanced research on visual data compression and communication. It presents the results of the author's research on visual data compression and transmission. Studying scalable video coding (SVC), it considers the fundamental problem to be solved in SVC-motion compensation. It explores directional transforms, extends the current coding
... Read more
Interpreting Remote Sensing Imagery

Human Factors

Edited by Robert R. Hoffman, Arthur B. Markman ...

No matter how advanced the technology, there is always the human factor involved - the power behind the technology. Interpreting Remote Sensing Imagery: Human Factors draws together leading psychologists, remote sensing scientists, and government and industry scientists to consider the factors involved in expertise and perceptual skill. This boo ... Read more

$94.99 USD

No matter how advanced the technology, there is always the human factor involved - the power behind the technology. Interpreting Remote Sensing Imagery: Human Factors draws together leading psychologists, remote sensing scientists, and government and industry scientists to consider the factors involved in expertise and perceptual skill. This boo
... Read more
Emerging Computing Paradigms

Principles, Advances and Applications

by San Murugesan, Ashish Seth, Umang Singh ...

EMERGING COMPUTING PARADIGMSA holistic overview of major new computing paradigms of the 21st CenturyIn Emerging Computing Paradigms: Principles, Advances and Applications, international scholars offer a compendium of essential knowledge on new promising computing paradigms. The book examines the characteristics and features of emerging computing technologies and provides insight into recent ... Read more

$113.00 USD

EMERGING COMPUTING PARADIGMSA holistic overview of major new computing paradigms of the 21st CenturyIn Emerging Computing Paradigms: Principles, Advances and Applications, international scholars offer a compendium of essential knowledge on new promising computing paradigms. The book examines the characteristics and features of emerging computing technologies and provides insight into recent
... Read more
Developing Kaggle Notebooks

Pave your way to becoming a Kaggle Notebooks Grandmaster

by Gabriel Preda ...

Printed in Color Develop an array of effective strategies and blueprints to approach any new data analysis on the Kaggle platform and create Notebooks with substance, style and impact Leverage the power of Generative AI with Kaggle Models Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesMaster the basics of data ingestion, cleaning, exploration, and prepare to build ... Read more

$37.99 USD or Free with Kobo Plus

Printed in Color Develop an array of effective strategies and blueprints to approach any new data analysis on the Kaggle platform and create Notebooks with substance, style and impact Leverage the power of Generative AI with Kaggle Models Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesMaster the basics of data ingestion, cleaning, exploration, and prepare to build
... Read more
從零開始了解電腦圖學

從像素到光影的完整旅程

by 零的零次方 ...

Series series 從零開始
遊戲裡的即時光影、電影裡以假亂真的角色，這些畫面都是電腦一個像素一個像素算出來的。問題是：怎麼算？本書順著渲染管線從頭走到尾：先用向量與矩陣把三維世界擺進螢幕座標，光柵化把三角形變成像素，著色與貼圖給表面顏色與質感，再進到光線追蹤與 PBR（物理式渲染）如何逼近真實的光，最後看動畫、以及現代即時渲染在效能與品質之間的取捨。每個主題先講「它要解決什麼問題」，再講做法，數學只在需要時出場。讀完不見得馬上寫得出引擎，但你會看懂每個畫面背後真正發生的事，而那常常比畫面本身更迷人。適合玩家、想入門圖學的工程師、技術美術，以及所有對「螢幕裡的世界怎麼來」好奇的人。《從零開始》系列的每一本，都為沒有背景的讀者而寫：先給直覺與比喻，需要時才端出數學與細節，把一個領域鋪成一條可以自學走完的路。 ... Read more

$6.49 USD or Free with Kobo Plus

遊戲裡的即時光影、電影裡以假亂真的角色，這些畫面都是電腦一個像素一個像素算出來的。問題是：怎麼算？本書順著渲染管線從頭走到尾：先用向量與矩陣把三維世界擺進螢幕座標，光柵化把三角形變成像素，著色與貼圖給表面顏色與質感，再進到光線追蹤與 PBR（物理式渲染）如何逼近真實的光，最後看動畫、以及現代即時渲染在效能與品質之間的取捨。每個主題先講「它要解決什麼問題」，再講做法，數學只在需要時出場。讀完不見得馬上寫得出引擎，但你會看懂每個畫面背後真正發生的事，而那常常比畫面本身更迷人。適合玩家、想入門圖學的工程師、技術美術，以及所有對「螢幕裡的世界怎麼來」好奇的人。《從零開始》系列的每一本，都為沒有背景的讀者而寫：先給直覺與比喻，需要時才端出數學與細節，把一個領域鋪成一條可以自學走完的路。
... Read more
Data Analytics for Beginners: Introduction to Data Analytics

by Anthony S. Williams ...

Data Analytics For BeginnersKnowing the data generated by your business every day is a key to success in the Data Analytic World that you are competing in. As there is so much data so, the organizations need to collect and store them. The data becomes valuable to businesses when it is analyzed.Prior to the recent rise in analytics, businesses and organizations did not have the capacity to a... ... Read more

$2.99 USD or Free with Kobo Plus

Data Analytics For BeginnersKnowing the data generated by your business every day is a key to success in the Data Analytic World that you are competing in. As there is so much data so, the organizations need to collect and store them. The data becomes valuable to businesses when it is analyzed.Prior to the recent rise in analytics, businesses and organizations did not have the capacity to a...
... Read more
Mathematical Morphology in Image Processing

by Edward Dougherty ...

Series series Optical Science and Engineering
Presents the statistical analysis of morphological filters and their automatic optical design, the development of morphological features for image signatures, and the design of efficient morphological algorithms. Extends the morphological paradigm to include other branches of science and mathematics.;This book is designed to be of interest to optical, electrical and electronics, and electro-optic ... Read more

$385.00 USD

Presents the statistical analysis of morphological filters and their automatic optical design, the development of morphological features for image signatures, and the design of efficient morphological algorithms. Extends the morphological paradigm to include other branches of science and mathematics.;This book is designed to be of interest to optical, electrical and electronics, and electro-optic
... Read more
Computer Age Statistical Inference

Algorithms, Evidence, and Data Science

by Bradley Efron, Trevor Hastie ...

Series Book 5 - Institute of Mathematical Statistics Monographs
The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating ... Read more

$72.99 USD

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating
... Read more
Syntactic Pattern Recognition

by Mariusz Flasinski ...

Series Book 6 - Series In Computer Vision
This unique compendium presents the major methods of recognition and learning used in syntactic pattern recognition from the 1960s till 2018. Each method is introduced firstly in a formal way. Then, it is explained with the help of examples and its algorithms are described in a pseudocode. The survey of the applications contains more than 1,000 sources published since the 1960s. The open problems ... Read more

$98.99 USD

This unique compendium presents the major methods of recognition and learning used in syntactic pattern recognition from the 1960s till 2018. Each method is introduced firstly in a formal way. Then, it is explained with the help of examples and its algorithms are described in a pseudocode. The survey of the applications contains more than 1,000 sources published since the 1960s. The open problems
... Read more
Fundamentals of Deep Learning and Computer Vision

by Singh Nikhil ...

Master Computer Vision concepts using Deep Learning with easy-to-follow steps Key Featuresa- Setting up the Python and TensorFlow environmenta- Learn core Tensorflow concepts with the latest TF version 2.0a- Learn Deep Learning for computer vision applications a- Understand different computer vision concepts and use-casesa- Understand different state-of-the-art CNN architectures a- Build deep ... Read more

$15.99 USD

Master Computer Vision concepts using Deep Learning with easy-to-follow steps Key Featuresa- Setting up the Python and TensorFlow environmenta- Learn core Tensorflow concepts with the latest TF version 2.0a- Learn Deep Learning for computer vision applications a- Understand different computer vision concepts and use-casesa- Understand different state-of-the-art CNN architectures a- Build deep
... Read more

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