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The Kaggle Workbook

Self-learning exercises and valuable insights for Kaggle data science competitions

de Konrad Banachewicz, Luca Massaron ...

Move up the Kaggle leaderboards and supercharge your data science and machine learning career by analyzing famous competitions and working through exercises. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesChallenge yourself to start thinking like a Kaggle GrandmasterFill your portfolio with impressive case studies that will come in handy during ... Leer más

$23.99 USD o gratis con Kobo Plus

Move up the Kaggle leaderboards and supercharge your data science and machine learning career by analyzing famous competitions and working through exercises. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesChallenge yourself to start thinking like a Kaggle GrandmasterFill your portfolio with impressive case studies that will come in handy during
... Leer más
Single-Sensor Imaging

Methods and Applications for Digital Cameras

Edición de Rastislav Lukac ...

Series series Image Processing Series
A Decade of Extraordinary GrowthThe past decade has brought a surge of growth in the technologies for digital color imaging, multidimensional signal processing, and visual scene analysis. These advances have been crucial to developing new camera-driven applications and commercial products in digital photography. Single-Sensor Imaging: Methods and Applications for Digital Cameras embraces this ... Leer más

$234.99 USD

A Decade of Extraordinary GrowthThe past decade has brought a surge of growth in the technologies for digital color imaging, multidimensional signal processing, and visual scene analysis. These advances have been crucial to developing new camera-driven applications and commercial products in digital photography. Single-Sensor Imaging: Methods and Applications for Digital Cameras embraces this
... Leer más
Encyclopedia of Image Processing

Edición de Phillip A. Laplante ...

The Encyclopedia of Image Processing presents a vast collection of well-written articles covering image processing fundamentals (e.g. color theory, fuzzy sets, cryptography) and applications (e.g. geographic information systems, traffic analysis, forgery detection). Image processing advances have enabled many applications in healthcare, avionics, robotics, natural resource discovery, and defense, ... Leer más

$1,700.00 USD

The Encyclopedia of Image Processing presents a vast collection of well-written articles covering image processing fundamentals (e.g. color theory, fuzzy sets, cryptography) and applications (e.g. geographic information systems, traffic analysis, forgery detection). Image processing advances have enabled many applications in healthcare, avionics, robotics, natural resource discovery, and defense,
... Leer más
Biometric Inverse Problems

de 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 ... Leer más

$67.99 USD

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
... Leer más
Computer Age Statistical Inference

Algorithms, Evidence, and Data Science

de Bradley Efron, Trevor Hastie ...

Series Libro 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 ... Leer más

$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
... Leer más
Syntactic Pattern Recognition

de Mariusz Flasinski ...

Series Libro 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 ... Leer más

$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
... Leer más
Fundamentals of Deep Learning and Computer Vision

de 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 ... Leer más

$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
... Leer más
ADVANCED DATA STRUCTURES FOR ALGORITHMS

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

de 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.· ... Leer más

$8.99 USD

"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.·
... Leer más
IoT Maintenance: Predictive Techniques for Smart Equipment

de Alex C. Techworth ...

Discover the future of industrial maintenance with "IoT Maintenance: Predictive Techniques for Smart Equipment," a cutting-edge guide to transforming your maintenance strategies through the power of the Internet of Things (IoT). This book is an essential resource for professionals seeking to leverage IoT technology to enhance operational efficiency and reduce downtime. With a focus on predictive ... Leer más

$6.99 USD

Discover the future of industrial maintenance with "IoT Maintenance: Predictive Techniques for Smart Equipment," a cutting-edge guide to transforming your maintenance strategies through the power of the Internet of Things (IoT). This book is an essential resource for professionals seeking to leverage IoT technology to enhance operational efficiency and reduce downtime. With a focus on predictive
... Leer más
Face Processing And Applications To Distance Learning

de Vuong Le, Pooya Khorrami, Usman Tariq, Hao Tang, Thomas S Huang ...

This special compendium provides a concise and unified vision of facial image processing. It addresses a collection of state-of-the-art techniques, covering the most important areas for facial biometrics and behavior analysis. These techniques also converge to serve an emerging practical application of interactive distance learning.Readers will get a broad picture of the fundamental science of the ... Leer más

$27.99 USD

This special compendium provides a concise and unified vision of facial image processing. It addresses a collection of state-of-the-art techniques, covering the most important areas for facial biometrics and behavior analysis. These techniques also converge to serve an emerging practical application of interactive distance learning.Readers will get a broad picture of the fundamental science of the
... Leer más
Remote Sensing Handbook, Volume IV

Forests, Biodiversity, Ecology, LULC, and Carbon

Edición de Prasad S. Thenkabail ...

Series series Remote Sensing Handbook
Volume IV of the Six Volume Remote Sensing Handbook, Second Edition, is focused on the use of remote sensing in forestry, biodiversity, ecology, land use and land cover, and global terrestrial carbon mapping and monitoring. It discusses remote sensing studies of multi-scale habitat modeling, forest informatics, tree and stand height studies, land cover and land use (LCLU) change mapping, forest ... Leer más

$233.99 USD

Volume IV of the Six Volume Remote Sensing Handbook, Second Edition, is focused on the use of remote sensing in forestry, biodiversity, ecology, land use and land cover, and global terrestrial carbon mapping and monitoring. It discusses remote sensing studies of multi-scale habitat modeling, forest informatics, tree and stand height studies, land cover and land use (LCLU) change mapping, forest
... Leer más
Image Operators

Image Processing in Python

de Jason M. Kinser ...

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained ... Leer más

$73.99 USD

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained
... Leer más
Image and Video Compression for Multimedia Engineering

Fundamentals, Algorithms, and Standards, Third Edition

de Yun-Qing Shi, Huifang Sun ...

Series series Image Processing Series
The latest edition provides a comprehensive foundation for image and video compression. It covers HEVC/H.265 and future video coding activities, in addition to Internet Video Coding. The book features updated chapters and content, along with several new chapters and sections. It adheres to the current international standards, including the JPEG standard. ... Leer más

$77.99 USD

The latest edition provides a comprehensive foundation for image and video compression. It covers HEVC/H.265 and future video coding activities, in addition to Internet Video Coding. The book features updated chapters and content, along with several new chapters and sections. It adheres to the current international standards, including the JPEG standard.
... Leer más
Deep Learning in Computer Vision

Principles and Applications

Edición de Mahmoud Hassaballah, Ali Ismail Awad ...

Series series Digital Imaging and Computer Vision
Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to ... Leer más

$64.99 USD

Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to
... Leer más
Applications of Optimization and Machine Learning in Image Processing and IoT

Edición de Nidhi Gupta ...

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

$76.99 USD

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
Robotics and Generative AI in Healthcare

A New Era of Innovation

Edición de Deepika Kumar, Gargi Mishra, Jude D. Hemanth ...

The book reviews the transformative impact of robotics and generative AI technologies on healthcare. It covers the engineering principles and key technologies that support modern healthcare robotics. By explaining the core components and their functions, the book provides readers with a deep understanding of how these technologies contribute to medical innovations. It also explores the basics of ... Leer más

$77.99 USD

The book reviews the transformative impact of robotics and generative AI technologies on healthcare. It covers the engineering principles and key technologies that support modern healthcare robotics. By explaining the core components and their functions, the book provides readers with a deep understanding of how these technologies contribute to medical innovations. It also explores the basics of
... Leer más
Questions in Dataviz

A Design-Driven Process for Data Visualisation

de Neil Richards ...

Series series AK Peters Visualization Series
This book takes the reader through the process of learning and creating data visualisation, following a unique journey with questions every step of the way, ultimately discussing how and when to bend and break the "rules" to come up with creative, unique, and sometimes unconventional ideas. Each easy-to-follow chapter poses one key question and provides a selection of discussion points and ... Leer más

$51.99 USD

This book takes the reader through the process of learning and creating data visualisation, following a unique journey with questions every step of the way, ultimately discussing how and when to bend and break the "rules" to come up with creative, unique, and sometimes unconventional ideas. Each easy-to-follow chapter poses one key question and provides a selection of discussion points and
... Leer más
Hybrid Encryption Algorithms over Wireless Communication Channels

de Mai Helmy Shaheen ...

This book presents novel hybrid encryption algorithms that possess many different characteristics. In particular, “Hybrid Encryption Algorithms over Wireless Communication Channels”, examines encrypted image and video data for the purpose of secure wireless communications. A study of two different families of encryption schemes are introduced: namely, permutation-based and diffusion-based schemes. ... Leer más

$65.99 USD

This book presents novel hybrid encryption algorithms that possess many different characteristics. In particular, “Hybrid Encryption Algorithms over Wireless Communication Channels”, examines encrypted image and video data for the purpose of secure wireless communications. A study of two different families of encryption schemes are introduced: namely, permutation-based and diffusion-based schemes.
... Leer más
Image Pattern Recognition

Fundamentals and Applications

de L Koteswara Rao, Md. Zia Ur Rahman, P Rohini ...

This book describes various types of image patterns for image retrieval. All these patterns are texture dependent. Few image patterns such as Improved directional local extrema patterns, Local Quantized Extrema Patterns, Local Color Oppugnant Quantized Extrema Patterns and Local Mesh quantized extrema patterns are presented. Inter-relationships among the pixels of an image are used for feature ... Leer más

$67.99 USD

This book describes various types of image patterns for image retrieval. All these patterns are texture dependent. Few image patterns such as Improved directional local extrema patterns, Local Quantized Extrema Patterns, Local Color Oppugnant Quantized Extrema Patterns and Local Mesh quantized extrema patterns are presented. Inter-relationships among the pixels of an image are used for feature
... Leer más
Object Detection with Deep Learning Models

Principles and Applications

Edición de S Poonkuntran, Rajesh Kumar Dhanraj, Balamurugan Balusamy ...

Object Detection with Deep Learning Models discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics, ... Leer más

$66.99 USD

Object Detection with Deep Learning Models discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics,
... Leer más
Charge-Coupled Device Technology

de Shigeyuki Ochi, Tetsuya Iizuka, Masaharu Hamasaki, Yasushi Sato, Tadakuni Narabu, Hideshi Abe, Yoshiaki Kagawa, Keiji Kato ...

This title contains the most up-to-date and comprehensive information on the development of the Charge-Coupled Device (CCD), which makes possible the widespread use of consumer camcorders and broadcasting color cameras. It is comprehensive enough to be of great value to researchers, industrialists and post-graduate students in image technology. ... Leer más

$197.99 USD

This title contains the most up-to-date and comprehensive information on the development of the Charge-Coupled Device (CCD), which makes possible the widespread use of consumer camcorders and broadcasting color cameras. It is comprehensive enough to be of great value to researchers, industrialists and post-graduate students in image technology.
... Leer más
Image Restoration

Fundamentals and Advances

Edición de Bahadir Kursat Gunturk, Xin Li ...

Series series Digital Imaging and Computer Vision
Image Restoration: Fundamentals and Advances responds to the need to update most existing references on the subject, many of which were published decades ago. Providing a broad overview of image restoration, this book explores breakthroughs in related algorithm development and their role in supporting real-world applications associated with various scientific and engineering fields. These include ... Leer más

$125.99 USD

Image Restoration: Fundamentals and Advances responds to the need to update most existing references on the subject, many of which were published decades ago. Providing a broad overview of image restoration, this book explores breakthroughs in related algorithm development and their role in supporting real-world applications associated with various scientific and engineering fields. These include
... Leer más
Bio-Inspired Computing for Image and Video Processing

Edición de D. P. Acharjya, V. Santhi ...

In recent years bio-inspired computational theories and tools have developed to assist people in extracting knowledge from high dimensional data. These differ in how they take a more evolutionary approach to learning, as opposed to traditional artificial intelligence (AI) and what could be described as 'creationist' methods. Instead bio-inspired computing takes a bottom-up, de-centralized approach ... Leer más

$77.99 USD

In recent years bio-inspired computational theories and tools have developed to assist people in extracting knowledge from high dimensional data. These differ in how they take a more evolutionary approach to learning, as opposed to traditional artificial intelligence (AI) and what could be described as 'creationist' methods. Instead bio-inspired computing takes a bottom-up, de-centralized approach
... Leer más
Coastal and Marine Spatial Database Systems

Image Processing and Applications

de Agus Hartoko, Josaphat Sri Sumantyo ...

Series series Microsatellite Remote Sensing, GNSS, and Applications
This book is focused on a specialized but important subject of coastal and marine ecosystem management based on remote sensing imageries, such as Synthetic Aperture Radar (SAR) from Sentinel-1, MultiSpectral Instrument (MSI) from Sentinel-2A and Landsat, bathymetry form GEBCO, sea surface temperature (SST) from CMEMS. It includes practical case studies with thematic datasets and clear step-by-step ... Leer más

$166.99 USD

This book is focused on a specialized but important subject of coastal and marine ecosystem management based on remote sensing imageries, such as Synthetic Aperture Radar (SAR) from Sentinel-1, MultiSpectral Instrument (MSI) from Sentinel-2A and Landsat, bathymetry form GEBCO, sea surface temperature (SST) from CMEMS. It includes practical case studies with thematic datasets and clear step-by-step
... Leer más

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