東華大學圖書館 |

3D imaging technologies - multidimensional signal processing and deep learning = methods, algorithms and applications.. Volume 2 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	3D imaging technologies - multidimensional signal processing and deep learning/ edited by Lakhmi C. Jain, Roumen Kountchev, Yonghang Tai.
其他題名:	methods, algorithms and applications.
其他作者:	Jain, Lakhmi C.
團體作者:	International Conference on 3D Imaging Technologies - Multidimensional Signal Processing and Deep Learning
出版者:	Singapore :Springer Singapore : : 2021.,
面頁冊數:	xii, 332 p. :ill. (some col.), digital ;24 cm.
內容註:	Chapter 1. Short-Term Traffic Volume Prediction Based on Gray Wolf Optimization Algorithm -- Chapter 2. Research on Car Seat Comfort Evaluation System Based on Chinese Population -- Chapter 3. Classification Method Active Pulmonary Tuberculosis With 3D Texture Features From CT Images -- Chapter 4. Research on Building Extraction from High Resolution Remote Sensing Image Based on Improved U-Net -- Chapter 5. A Survey of Image Classification Algorithms Based on Graph Neural Networks -- Chapter 6. Biological Particle Recognition Based on BP Neural Network Algorithm -- Chapter 7. License Plate Recognition System Based on OpenCV -- Chapter 8. ImageCube: A Low-cost 6D Controller with Smooth Tracking for Mobile Augmented Reality -- Chapter 9. Overview of SAR Image Change Detection -- Chapter 10. Overview of SAR Image Denoising Based on Transform Domain -- Chapter 11. An Improved Method of Non-local Means Denoising Based on Histogram -- Chapter 12. Overview of Speckle Noise Suppression Methods in SAR Image Based on NLM -- Chapter 13. Overview of SAR Image Feature Extraction and Target Recognition -- Chapter 14. Image Recognition Based on Super-resolution Wasserstein Generative Adversarial Nets with Gradient Penalty -- Chapter 15. LUCC and Landscape Pattern Variation in The Lower Tarim River By Remote Sensing.
Contained By:	Springer Nature eBook
標題:	Three-dimensional imaging - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-16-3180-1
ISBN:	9789811631801

3D imaging technologies - multidimensional signal processing and deep learning = methods, algorithms and applications.. Volume 2 /
3D imaging technologies - multidimensional signal processing and deep learningmethods, algorithms and applications.Volume 2 /[electronic resource] :edited by Lakhmi C. Jain, Roumen Kountchev, Yonghang Tai. - Singapore :Springer Singapore :2021. - xii, 332 p. :ill. (some col.), digital ;24 cm. - Smart innovation, systems and technologies,v.2362190-3026 ;. - Smart innovation, systems and technologies ;v.236..

Chapter 1. Short-Term Traffic Volume Prediction Based on Gray Wolf Optimization Algorithm -- Chapter 2. Research on Car Seat Comfort Evaluation System Based on Chinese Population -- Chapter 3. Classification Method Active Pulmonary Tuberculosis With 3D Texture Features From CT Images -- Chapter 4. Research on Building Extraction from High Resolution Remote Sensing Image Based on Improved U-Net -- Chapter 5. A Survey of Image Classification Algorithms Based on Graph Neural Networks -- Chapter 6. Biological Particle Recognition Based on BP Neural Network Algorithm -- Chapter 7. License Plate Recognition System Based on OpenCV -- Chapter 8. ImageCube: A Low-cost 6D Controller with Smooth Tracking for Mobile Augmented Reality -- Chapter 9. Overview of SAR Image Change Detection -- Chapter 10. Overview of SAR Image Denoising Based on Transform Domain -- Chapter 11. An Improved Method of Non-local Means Denoising Based on Histogram -- Chapter 12. Overview of Speckle Noise Suppression Methods in SAR Image Based on NLM -- Chapter 13. Overview of SAR Image Feature Extraction and Target Recognition -- Chapter 14. Image Recognition Based on Super-resolution Wasserstein Generative Adversarial Nets with Gradient Penalty -- Chapter 15. LUCC and Landscape Pattern Variation in The Lower Tarim River By Remote Sensing.

This book presents high-quality research in the field of 3D imaging technology. The second edition of International Conference on 3D Imaging Technology (3DDIT-MSP&DL) continues the good traditions already established by the first 3DIT conference (IC3DIT2019) 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 2 volumes. The main topics of the papers comprise famous trends 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.

ISBN: 9789811631801

Standard No.: 10.1007/978-981-16-3180-1doiSubjects--Topical Terms:

893391
Three-dimensional imaging
--Congresses.

LC Class. No.: TK7882.I6 / I57 2020

Dewey Class. No.: 006.693

3D imaging technologies - multidimensional signal processing and deep learning = methods, algorithms and applications.. Volume 2 /
LDR:03991nmm a2200337 a 4500 001 2249265
003 DE-He213
005 20210829172624.0
006 m d
007 cr nn 008maaau
008 220103s2021 si s 0 eng d
020 $a 9789811631801 $q (electronic bk.)
020 $a 9789811631795 $q (paper)
024 7 $a 10.1007/978-981-16-3180-1 $2 doi
035 $a 978-981-16-3180-1
040 $a GP $c GP
041 0 $a eng
050 4 $a TK7882.I6 $b I57 2020
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.693 $2 23
090 $a TK7882.I6 $b I61 2020
111 2 $a International Conference on 3D Imaging Technologies - Multidimensional Signal Processing and Deep Learning $n (2nd : $d 2020 : $c Kunming, China) $3 3514525
245 1 0 $a 3D imaging technologies - multidimensional signal processing and deep learning $h [electronic resource] : $b methods, algorithms and applications. $n Volume 2 / $c edited by Lakhmi C. Jain, Roumen Kountchev, Yonghang Tai.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a xii, 332 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Smart innovation, systems and technologies, $x 2190-3026 ; $v v.236
505 0 $a Chapter 1. Short-Term Traffic Volume Prediction Based on Gray Wolf Optimization Algorithm -- Chapter 2. Research on Car Seat Comfort Evaluation System Based on Chinese Population -- Chapter 3. Classification Method Active Pulmonary Tuberculosis With 3D Texture Features From CT Images -- Chapter 4. Research on Building Extraction from High Resolution Remote Sensing Image Based on Improved U-Net -- Chapter 5. A Survey of Image Classification Algorithms Based on Graph Neural Networks -- Chapter 6. Biological Particle Recognition Based on BP Neural Network Algorithm -- Chapter 7. License Plate Recognition System Based on OpenCV -- Chapter 8. ImageCube: A Low-cost 6D Controller with Smooth Tracking for Mobile Augmented Reality -- Chapter 9. Overview of SAR Image Change Detection -- Chapter 10. Overview of SAR Image Denoising Based on Transform Domain -- Chapter 11. An Improved Method of Non-local Means Denoising Based on Histogram -- Chapter 12. Overview of Speckle Noise Suppression Methods in SAR Image Based on NLM -- Chapter 13. Overview of SAR Image Feature Extraction and Target Recognition -- Chapter 14. Image Recognition Based on Super-resolution Wasserstein Generative Adversarial Nets with Gradient Penalty -- Chapter 15. LUCC and Landscape Pattern Variation in The Lower Tarim River By Remote Sensing.
520 $a This book presents high-quality research in the field of 3D imaging technology. The second edition of International Conference on 3D Imaging Technology (3DDIT-MSP&DL) continues the good traditions already established by the first 3DIT conference (IC3DIT2019) 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 2 volumes. The main topics of the papers comprise famous trends 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.
650 0 $a Three-dimensional imaging $v Congresses. $3 893391
650 0 $a Computer graphics $x Congresses. $3 659671
650 0 $a Signal processing $x Digital techniques $x Congresses. $3 678610
650 1 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Signal, Image and Speech Processing. $3 891073
650 2 4 $a Multimedia Information Systems. $3 892521
700 1 $a Jain, Lakhmi C. $3 893365
700 1 $a Kountchev, Roumen. $3 1567797
700 1 $a Tai, Yonghang. $3 3514526
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Smart innovation, systems and technologies ; $v v.236. $3 3514527
856 4 0 $u https://doi.org/10.1007/978-981-16-3180-1
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)