It examines the application of computer vision techniques in various healthcare domains, including diagnostic imaging, surgical interventions, clinical decision support, and healthcare management. It also reviews the challenges and shortcomings in i...Loe edasi...
Advancements in AI and Computer Vision are revolutionizing medical diagnostics by enabling real-time analysis of vast data. This book focuses on ML algorithms that analyze medical data and predict diseases based on key features....Loe edasi...
This book is an introduction to fundamental techniques of image analysis with machine vision and their applicability in Industry 5.0. It provides basic and emerging techniques in the field of image analysis and machine vision towards Industry 5.0....Loe edasi...
This book explores AI, machine learning, deep learning, bio-inspired algorithms, and computer vision in ecological informatics. It covers remote sensing, water body evaluation, agriculture mapping, aquatic monitoring and terrestrial ecosystems. It p...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 library, enabling them...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 accur...Loe edasi...
(Ilmumisaeg: 23-Aug-2024, Kirjastus: Apple Academic Press Inc., ISBN-13: 9781003425700)
Presents in-depth knowledge on the latest research in image processing and computer vision techniques, explaining the machine learning algorithms and models involved. The authors differentiate between the various algorithms available and how to choo...Loe edasi...
The book highlights various core challenges, constructive criticism, and solutions by leading researchers in the field. It covers timely and important aspects of computer vision and its applications, highlighting the challenges ahead and providing a...Loe edasi...
T. R. Ganesh Babu, U. Saravanakumar, Balachandra Pattanaik
Sari: AAP Series on Digital Signal Processing, Computer Vision and Image Processing
(Ilmumisaeg: 26-Jul-2024, Kirjastus: Apple Academic Press Inc., ISBN-13: 9781032669687)
Details mathematical and numerical methods for medical images and data. It presents various mathematical modeling techniques, numerical analysis, computational techniques, and applications of machine learning for medical images and informatics. It d...Loe edasi...
A comprehensive reference book that addresses the field of machine vision and its significance in cyber-physical systems. The book aims to provide advanced students, early career researchers, and established scholars with state-of-the-art knowledge...Loe edasi...
This book focuses on the artificial nueral network-based system for gaze-based communication. It covers the practical collaboration of HCI in which a user can express tasks using gaze-based communication. It will target the applications of gaze-base...Loe edasi...
Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, i...Loe edasi...
This comprehensive text/ book presents a broad review of both traditional (i.e., conventional) and the deep learning aspects of object detection in various adversarial conditions of real-world in a clear, insightful, and highly comprehensive style....Loe edasi...
The third edition traces the trajectory of video surveillance technology from its roots to its current state, and into its potential future role in security and beyond....Loe edasi...
This book 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 medic...Loe edasi...
This book provides an overview of basic concepts of Society 5.0 and contains the most recent research analysis in the domain of computer vision, signal processing and computing sciences for facilitating the smart homes, buildings, transport, facilit...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 an...Loe edasi...
Advances in high-performance computing, computer vision, and big data analytics enable the efficient processing of big-geospatial data. Geospatial communities have adopted these techniques in a variety of applications. This book is a comprehensive o...Loe edasi...
Sari: Conference Proceedings of the Society for Experimental Mechanics Series
(Ilmumisaeg: 21-Nov-2022, Kirjastus: Springer International Publishing AG, ISBN-13: 9788743804123)
Computer Vision & Laser Vibrometry, Volume 6: Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics, 2023, the sixth volume of ten from the Conference brings together contributions to this important area of research and en...Loe edasi...
The book 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 lates...Loe edasi...
Phishing Detection using Content Based Image Classification explores Phishing detection using computer vision through CNN, transfer learning and representation learning, utilizing ML & DL classifiers. This book is primarily aimed at researchers, pro...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 wi...Loe edasi...
Chiranji Lal Chowdhary, G. Thippa Reddy, B. D. Parameshachari
(Ilmumisaeg: 10-Mar-2022, Kirjastus: Apple Academic Press Inc., ISBN-13: 9781003180593)
Focuses on how artificial intelligence can be used to give computers the ability to imitate human sight. Topics include Parkinsons disease diagnosis, big image data processing, N-grams for image classification, medical brain images, credit score imp...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 Challen...Loe edasi...
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-date techniques, and presents research findings to the computer vision community....Loe edasi...
This book introduces geometric algebra with an emphasis on the background mathematics of Hamilton, Grassmann, and Clifford. Unlike similar texts, this one first gives separate descriptions of the various algebras and then explains how they are combi...Loe edasi...
This book provides an ideal reference to all the medical imaging researchers and professionals to explore their innovative methods and analysis on imaging technologies for better prospective of patient care....Loe edasi...
This book discusses the major approaches, algorithms, and technologies used in automated face detection and recognition. Explaining the theory and practice of systems currently in vogue, the text covers face detection with colour and infrared face i...Loe edasi...
The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification...Loe edasi...
Advancement of Optical Methods & Digital Image Correlation in Experimental Mechanics, Volume 3 of the Proceedings of the 2019 SEM Annual Conference & Exposition on Experimental and Applied Mechanics, the third volume of six from the Conference, brin...Loe edasi...
A hands-on guide to image registration theory and methods with examples of a wide range of real-world applications Theory and Applications of Image Registration offers comprehensive coverage of feature-based image registration methods....Loe edasi...
Describes all the hardware and software necessary for industrial applications of both image acquisition and image processing, covering latest advances in 3D....Loe edasi...
(Ilmumisaeg: 31-Mar-2017, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781118868065)
Computer Vision in Vehicle Technology: Land, Sea & Air Antonio M. Lopez, Universitat Autonoma de Barcelona, Spain Atsushi Imiya, Chiba University, Japan Tomas Pajdla, Czech Technical University, Prague Jose M....Loe edasi...
Antonio Baldi, John M. Considine, Simon Quinn, Xavier Balandraud
Sari: Conference Proceedings of the Society for Experimental Mechanics Series
(Ilmumisaeg: 19-Sep-2016, Kirjastus: Springer International Publishing AG, ISBN-13: 9788743803317)
Residual Stress, Thermomechanics & Infrared Imaging, Hybrid Techniques and Inverse Problems, Volume 8 of the Proceedings of the 2017 SEM Annual Conference & Exposition on Experimental and Applied Mechanics, the eighth volume of nine from the Confere...Loe edasi...
As the state-of-the-art imaging technologies became more and more advanced, yielding scientific data at unprecedented detail and volume, the need to process and interpret all the data has made image processing and computer vision increasingly import...Loe edasi...
With its step-by-step, clear structure, this is an essential reference for both students and engineers in R&D that explains the topic in a concise, hands-on way. Includes problems and exercises for training purposes as well as to further explain the...Loe edasi...
Zygmunt Pizlo, Yunfeng Li, Tadamasa Sawada, Robert M. Steinman
(Ilmumisaeg: 29-May-2014, Kirjastus: Oxford University Press Inc, ISBN-13: 9780199922543)
Making a Machine That Sees Like Us explains why and how our visual perceptions can provide us with an accurate representation of the world out there. Along the way, it tells the story of a machine (a computational model) built by the authors that...Loe edasi...
Written by leading researchers, the 2nd Edition of the Dictionary of Computer Vision & Image Processing is a comprehensive and reliable resource which now provides explanations of over 3500 of the most commonly used terms across image processing, co...Loe edasi...
(Ilmumisaeg: 05-Oct-2011, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789814343008)
Offers a comprehensive overview of the most advanced theories, methodologies and applications in computer vision. Particularly, this book gives an extensive coverage of 3D and robotic vision problems. It also highlights some unique applications of c...Loe edasi...
Since the early days of computer vision, the field of visual object tracking has greatly evolved, along with the available imaging devices and computing hardware. This book provides a unified overview of the growing subject. Additionally, it propose...Loe edasi...
(Ilmumisaeg: 14-Jan-2011, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470974377)
This book provides the reader with a treatment of the fundamental aspects of algorithm and application development for video-based tracking. It describes the state-of-the-art algorithms in feature extraction, object detection, object tracking, and t...Loe edasi...
