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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
(Izdošanas datums: 23-Aug-2024, Izdevniecība: 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...Lasīt vairāk
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...Lasīt vairāk
T. R. Ganesh Babu, U. Saravanakumar, Balachandra Pattanaik
Sērija : AAP Series on Digital Signal Processing, Computer Vision and Image Processing
(Izdošanas datums: 26-Jul-2024, Izdevniecība: 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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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....Lasīt vairāk
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....Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
Sērija : Conference Proceedings of the Society for Experimental Mechanics Series
(Izdošanas datums: 21-Nov-2022, Izdevniecība: 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...Lasīt vairāk
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...Lasīt vairāk
