The book is divided into two volumes. Volume One in particular focuses on relevant activities in three main subject areas: Healthcare and Emotion, Mental Health, and Nurse Care Records. Volume Two focuses in particular on two main subject areas: Mov...Loe edasi...
Ranjith Rajamanickam, Amit Sharma, Dhivya Ranjith, J. Paulo Davim
Sari: Advanced Mechanical Engineering
(Ilmumisaeg: 01-Sep-2025, Hardback, Kirjastus: De Gruyter, ISBN-13: 9783119147828)
Machine Learning for Medical Applications – Volume II delves into the intersection of artificial intelligence, computer vision, and healthcare, offering a comprehensive exploration of how machine learning is revolutionizing disease detection and d...Loe edasi...
Less-supervised Segmentation with CNNs: Scenarios, Models and Optimization reviews recent progress in deep learning for image segmentation under scenarios with limited supervision, with a focus on medical imaging. The book presents main app...Loe edasi...
This Element discusses the creation and analysis of a 1.5 million-word corpus of UK national press articles on Islam and Muslims from Dec. 2022Nov. 2023, including AI-tagged images. It evaluates text, images, and interactions, highlighting Vertex AI...Loe edasi...
(Ilmumisaeg: 24-Jul-2025, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781009581240)
This Element discusses the creation and analysis of a 1.5 million-word corpus of UK national press articles on Islam and Muslims from Dec. 2022Nov. 2023, including AI-tagged images. It evaluates text, images, and interactions, highlighting Vertex AI...Loe edasi...
An original book on OpenCV Python bindings with a great range of techniques and algorithms, from the classics to the state-of-the-art, and from geometry to machine learning. All of this is in aid of solving practical computer vision problems in well...Loe edasi...
(Ilmumisaeg: 30-Jun-2025, Paperback / softback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789814571975)
This book provides its readers the fundamental concepts in computer vision and how to design and implement vision algorithms for given problems. No prior knowledge of computer vision is required, but readers are expected to have experience in compute...Loe edasi...
The book comprehensively covers a wide range of evolutionary computer vision methods and applications, feature selection and extraction for training and classification, and metaheuristic algorithms in image processing. It further discusses optimiz...Loe edasi...
Video Based Machine Learning for Traffic Intersections describes the development of computer vision and machine learning-based applications for Intelligent Transportation Systems (ITS) and the challenges encountered during their deployment....Loe edasi...
This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize deep learning models with computer vision. Deep learning is integrated with computer vi...Loe edasi...
This reference text presents the knowledge base of computer vision and soft computing techniques with their applications for sustainable developments.Features:Covers a variety of deep learning architectures useful for computer v...Loe edasi...
This book provides a comprehensive coverage of the state-of-the-art artificial intelligence (AI) technologies in vision-based structural health monitoring (SHM). In this data explosion epoch, AI-aided SHM and rapid damage assessment after natural...Loe edasi...
(Ilmumisaeg: 06-May-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031728167)
This second edition of the book that targets those in computer algebra and artificial intelligence introduces Black Hole algorithm that is essential for optimizing hyperparameters, an important task in machine learning where mostly, stochastic glo...Loe edasi...
Finally, Chapter 6 explores cutting-edge advancements, covering AutoAugment, interpretable augmentation, attention-based augmentation, counterfactual augmentation, and human-in-the-loop augmentation, emphasizing the role of human expertise in creati...Loe edasi...
(Ilmumisaeg: 24-Apr-2025, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781009356206)
Fully revised and updated, the second edition of this classic text is the definitive guide to the mathematical models underlying imaging from sensed data. This refreshed and expanded edition presents new coverage of key topics in medical imaging, and...Loe edasi...
This 2nd Edition, based on the successful 2016 textbook, has been updated and expanded to cover 3rd generation Computer Vision and AI as it supersedes historical visual computing methods, providing a comprehensive survey of essential topics...Loe edasi...
Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), speech, and computer vision tasks. It...Loe edasi...
The book emphasizes computer vision and natural language processing as drivers of advances in machine intelligence. The book examines these technologies from the algorithmic level to the applications level. It also examines the integrative technol...Loe edasi...
This book combines technology and the medical domain. It covers advances in computer vision (CV) and machine learning (ML) that facilitate automation in diagnostics and therapeutic and preventive health care. The special focus on eXplainable Artif...Loe edasi...
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...Loe edasi...
This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize deep learning models with computer vision. Deep learning is integrated with computer vi...Loe edasi...
This book stands at the forefront of AI research, offering a comprehensive examination of multimodal generative technologies. Readers are taken on a journey through the evolution of generative models, from early neural networks to contemporary mar...Loe edasi...
The new edition will have separate volumes for computer vision and human-based vision applications. The first volume, Computer Vision and Image Analysis, will focus on the topics needed for computer vision systems development. It will feature more ex...Loe edasi...
This book deals with the recent advancements in computer vision techniques such as active learning, few-shot learning, zero shot learning, explainable and interpretable ML, online learning, AutoML etc. and their applications in medical domain. Mor...Loe edasi...
This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains...Loe edasi...
From facial recognition to self-driving cars, the applications of computer vision are vast and ever-expanding. Geometry plays a fundamental role in this discipline, providing the necessary mathematical framework to understand the underlying princ...Loe edasi...
This book provides a thorough overview of recent progress in video object segmentation, providing researchers and industrial practitioners with thorough information on the most important problems and developed technologies in the area. Video segmenta...Loe edasi...
Applying Color Theory to Digital Media and Visualization provides an overview of the application of color theory concepts to digital media and visualization. It highlights specific color concepts such as color harmony and data color...Loe edasi...
Applying Color Theory to Digital Media and Visualization provides an overview of the application of color theory concepts to digital media and visualization. It highlights specific color concepts such as color harmony and data color...Loe edasi...
Computer vision and image analysis play an essential role in 4.0 IR as machine vision and image analysis are indispensable components of every automated environment. Modern machine vision and image analysis techniques play key roles in automation and...Loe edasi...
As an efficient 3D vision solution, point clouds have been widely applied into diverse engineering scenarios, including immersive media communication, autonomous driving, reverse engineering, robots, topography mapping, digital twin city, medical...Loe edasi...
This book provides a detailed overview on machine vision applications in agriculture, ranging from its use as a means of measuring soil texture and structure, to its use in precision livestock farming systems to improve livestock health and welfar...Loe edasi...
This book offers a comprehensive introduction to seven commonly used image understanding techniques in modern information technology. Readers of various levels can find suitable techniques to solve their practical problems and discover the latest...Loe edasi...
Introduction to Visual Effects is the first single introduction to the computational and mathematical aspects of Visual Effects, incorporating both computer vision and graphics. It provides the reader with the source code to a librar...Loe edasi...
Discover the captivating world of computer vision and deep learning for autonomous driving with our comprehensive and in-depth guide. Immerse yourself in an in-depth exploration of cutting-edge topics, carefully crafted to engage tertiary students an...Loe edasi...
Computer vision is an effective solution in a range of real-life applications. With the advent of the machine and deep learning paradigms, this book adopts machine and deep learning algorithms to leverage digital image processing for designing acc...Loe edasi...
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 provi...Loe edasi...
This book focuses on providing a detailed description of the utilization of IoT with computer vision and its underlying technologies. It covers important topics like tools and technologies of IoT with computer vision, real-time applications along...Loe edasi...
Computer vision and image analysis is a field that continues to advance at an ever increasing pace, with applications ranging from medical diagnostics to space exploration. The diversity of applications is one of the driving forces that make it su...Loe edasi...
Energy efficiency is critical for running computer vision on battery-powered systems, such as mobile phones or UAVs (unmanned aerial vehicles, or drones). This book collects the methods that have won the annual IEEE Low-Power Computer Vision Challeng...Loe edasi...
This book provides a structured presentation of machine learning related to vision, speech, and natural language processing. It addresses the tools, techniques, and challenges of machine learning algorithm implementation, computation time, and the...Loe edasi...
This cutting-edge volume focuses on how artificial intelligence can be used to give computers the ability to imitate human sight. With contributions from researchers in diverse countries, including Thailand, Spain, Japan, Turkey, Australia, and In...Loe edasi...
(Ilmumisaeg: 23-Aug-2024, Hardback, Kirjastus: Apple Academic Press Inc., ISBN-13: 9781774914694)
This new volume provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. Explaining the machine learning algorithms and models involved, the authors differentiate between the various al...Loe edasi...
