Multidimensional Signal Processing: Methods and Applications
Proceedings of the Fifth International Conference on 3D Imaging Technologies—Multidimensional Signal Processing and Deep Learning, Volume 1
Series: Smart Innovation, Systems and Technologies; 400;
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Product details:
- Edition number 2024
- Publisher Springer Nature Singapore
- Date of Publication 13 December 2024
- Number of Volumes 1 pieces, Book
- ISBN 9789819751808
- Binding Hardback
- No. of pages396 pages
- Size 235x155 mm
- Language English
- Illustrations XXII, 396 p. 144 illus., 118 illus. in color. Illustrations, black & white 620
Categories
Long description:
This book presents high-quality research in the field of 3D imaging technology. The fifth edition of International Conference on 3D Imaging Technology (3DDIT-MSP&DL) continues the good traditions already established by the first four editions of the conference to provide a wide scientific forum for researchers, academia, and practitioners to exchange newest ideas and recent achievements in all aspects of image processing and analysis, together with their contemporary applications. The conference proceedings are published in two volumes. The main topics of the papers comprise famous trends such as: 3D image representation, 3D image technology, 3D images and graphics, and computing and 3D information technology. In these proceedings, special attention is paid at the 3D tensor image representation, the 3D content generation technologies, big data analysis, and also deep learning, artificial intelligence, the 3D image analysis and video understanding, the 3D virtual and augmented reality, and many related areas. The first volume contains papers in 3D image processing, transforms, and technologies. The second volume is about computing and information technologies, computer images, and graphics and related applications. The two volumes of the book cover a wide area of the aspects of the contemporary multidimensional imaging and the related future trends from data acquisition to real-world applications based on various techniques and theoretical approaches.
MoreTable of Contents:
1. Evaluation of Ultrasonic Doppler Signal Quality Based on Deep Learning.- 2. Tensor Compression Based on Tensor Train Decomposition.- 3. Digital Twin Technology Approach Based on the Hierarchical IDP Tensor Decomposition.- 4. Modeling Technology for Complex Dynamic Operating Environment of Power Grid Based on Digital Twins.- 5. Design of a Digital Twin Platform Based on Distributed Computing and Resource Optimization Algorithms.- 6. Deep Learning Network Optimization Combining 3D Imaging and Multidimensional Signal Processing.- 7. Time Series Prediction Application of Deep Learning in Multidimensional Signal Processing.- 8. Improving of Abstractive Summarization with Graph Sequence Model.- 9. Advancing Semantic Segmentation and Interpretation of 3D Images through Integrated Deep Learning and Natural Language Processing Techniques.- 10. Children's Toy Product Design Based on Augmented Reality Technology.
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