Overview
- Presents research works in the field of 3D imaging technologies
- Gather the outcomes of the 3DIT-MSP&DL2021, held in Kunming, China
- Offers a reference guide for researchers and practitioners in academia and industry
Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 298)
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About this book
This book gathers selected papers presented at the conference “Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology,” one of the first initiatives devoted to the problems of 3D imaging in all contemporary scientific and application areas. The two volumes of the book cover wide area of the aspects of the contemporary multidimensional imaging and outline the related future trends from data acquisition to real-world applications based on new techniques and theoretical approaches. This volume contains papers aimed at the multidimensional systems and signal processing, deep learning, mathematical approaches and the related applications. The related topics are multidimensional multi-component image processing; multidimensional image representation and super-resolution; compression of multidimensional spatio-temporal images; multidimensional image transmission systems; multidimensional signal processing; prediction and filtering of multidimensional process; intelligent multi-spectral and hyper-spectral image processing, intelligent multi-view image processing, 3D deep learning, 3D GIS and graphic database; data-based MD image retrieval and knowledge data mining; watermarking, hiding and encryption of MD images; intelligent visualization of MD images; forensic analysis systems for M3D graphics algorithm; 3D VR (Virtual Reality)/AR (Augmented Reality); applications of multidimensional signal processing; applications of multidimensional systems; multidimensional filters and filter-banks.
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Keywords
Table of contents (23 papers)
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Front Matter
Editors and Affiliations
About the editors
Lakhmi C. Jain, PhD, Dr H.C., ME, BE(Hons), Fellow (Engineers Australia), is with the Liverpool Hope University and the University of Arad. He was formerly with the University of Technology Sydney, the University of Canberra and Bournemouth University.
Professor Jain founded the KES International for providing a professional community the opportunities for publications, knowledge exchange, cooperation and teaming. Involving around 5,000 researchers drawn from universities and companies world-wide, KES facilitates international cooperation and generate synergy in teaching and research. KES regularly provides networking opportunities for professional community through one of the largest conferences of its kind in the area of KES.
His interests focus on the artificial intelligence paradigms and their applications in complex systems, security, e-education, e-healthcare, unmanned air vehicles and intelligent agents.
Roumiana Kountcheva got her M.Sc. and PhD at the Technical University of Sofia, Bulgaria and in 1992 she got the title Senior Researcher. At present, she is the Vice president of TK Engineering, Sofia. She had postgraduate trainings in Fujitsu and Fanuc, Japan. Her main scientific interests are in image processing, image compression, digital watermarking, pattern recognition, image tensor representation, neural networks, CNC and programmable controllers. She has more than 180 publications, among which: 34 journal papers, 21 book chapters, and 5 patents. She was the PI and Co-PI of 48 scientific research projects. R. Kountcheva was the plenary speaker at 16 international scientific conferences and scientific events. She edited several books published in Springer SIST series and is a member of international organizations: Bulgarian Association for Pattern Recognition, International Research Institute for Economics and Management (IRIEM), the Institute of Data Science and Artificial Intelligence (IDSAI), and is a Honorary Member of the Honorable Editorial Board of the nonprofit peer reviewed open access IJBST Journal Group.
Bibliographic Information
Book Title: 3D Imaging—Multidimensional Signal Processing and Deep Learning
Book Subtitle: Multidimensional Signals, Images, Video Processing and Applications, Volume 2
Editors: Lakhmi C. Jain, Roumen Kountchev, Yonghang Tai, Roumiana Kountcheva
Series Title: Smart Innovation, Systems and Technologies
DOI: https://doi.org/10.1007/978-981-19-2452-1
Publisher: Springer Singapore
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022
Hardcover ISBN: 978-981-19-2451-4Published: 24 August 2022
Softcover ISBN: 978-981-19-2454-5Published: 25 August 2023
eBook ISBN: 978-981-19-2452-1Published: 23 August 2022
Series ISSN: 2190-3018
Series E-ISSN: 2190-3026
Edition Number: 1
Number of Pages: XIII, 238
Number of Illustrations: 60 b/w illustrations, 69 illustrations in colour
Topics: Computational Intelligence, Signal, Image and Speech Processing, Artificial Intelligence, Computer Imaging, Vision, Pattern Recognition and Graphics