This book presents high-quality research in the field of 3D imaging technology. The fourth edition of International Conference on 3D Imaging Technology (3DDIT-MSP&DL) continues the good traditions already established by the first three 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 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.
Author(s): Srikanta Patnaik; Roumen Kountchev; Yonghang Tai; Roumiana Kountcheva
Series: Smart Innovation, Systems and Technologies
Publisher: Springer Nature Singapore
Year: 2023
Language: English
Pages: 297
1 A Review of Temporal Network Analysis and Applications 1
Jintao Yu , Bing Xiao and Yuzhu Cui
2 A Knowledge Representation Method for Hierarchical Diagnosis Decision-Making Under Uncertain Conditions 11
Yawei Ge , Xiqian Hou , Zhuxuan Meng and Yue Lu
3 Research and Implementation of Hybrid Storage Method for Multi-source Heterogeneous Data of Electric Distribution Network 31
Junfeng Qiao , Aihua Zhou , Lin Peng , Lipeng Zhu , Sen Pan and Pei Yang
4 Research on Measuring Method of Ball Indentation Based on MATLAB Image Edge Detection 41
Yuan Zhou , Xin Wang , Ya Liu , Xiaoyuan Wang , Zheng Li and Yanying Wang
5 Multi-feature Extraction of Mineral Zone of Tabling Through Deep Semantic Segmentation 51
Huizhong Liu and Keshun You
6 Research on Mass Image Data Storage Method for Data Center 69
Sen Pan , Jing Jiang , Hongbin Qiu , Junfeng Qiao and Menghan Xu
7 Research on Virtual and Real Spatial Data Interconnection Mapping Technology for Digital Twin 77
Zhimin He , Lin Peng , Hai Yu and He Wang
8 Prediction of Breast Cancer Via Deep Learning 87
Yihe Huang
9 Scheme Design of Network Neighbor Discovery Algorithm Based on the Combination of Directional Antenna and Multi-channel Parallelism 99
Na Zhao , Fei Gao and Kaijie Pu
10 Ship Target Detection in Remote Sensing Image Based on Improved RetinaNet 109
Yandong Sun and Tongliang Fan
11 Research on the Application of 3D Modeling Technology in Mechanical Structure Teaching 121
Lixiang Qin , Jing Yang , Liang Tang , Quan Gan and Hongkai Wang
12 2D Numerical Model Used to Investigate the Influence of Vegetation on Geomorphological Evolution of Mudflats 131
Jiaojiao Ji
13 Design and Experimental Verification of High Functional Density Cubesat System 143
Yuying Yao , Weida Fu , Xin Guo , Sihan Shi and Jing Yan
14 Space Design of Exhibition Hall Based on Virtual Reality 157
Yixuan Wang
15 Identification of Expressway Traffic States Based on the Enhanced FCM Algorithm 167
Zhuocheng Yang , Liang Hao , Yuchen Liu and Lei Cai
16 Algorithms Applied in Soft Tissue Deformation Simulation: A Survey 181
Xiaoyu Cai and Hongfei Yu
17 Soft Tissue Cutting Based on Position Dynamics 193
Zijun Wang and Hongfei Yu
18 Research on Application Technology of Multi-source Fusion of 3D Digital Resources in Power Grid 203
Hai Yu , Zhimin He , Lin Peng , Jian Shen and Kun Qian
19 Rapid Identification of Herbaceous Biomass Based on Raman Spectrum Analysis 213
Qiaoling Li , Zhongli Ye , Hui Liang , Zhiqiang Yu , Zhou Fang , Guohua Cai , Quanxing Zheng , Li Yan , Hongxiang Zhong , Zhe Xiong , Jun Xu and Zechun Liu
20 Research on Spam Detection with a Hybrid Machine Learning Model 227
Yifu Gao , Jiuguang Song , Jia Gao , Na Suo , An Ren , Juan Wang and Kun Zhang
21 Research on Weld Defect Object Detection Based on Multi-channel Fusion Convolutional Neural Network 237
Hanlin Geng , Zhaohui Li and Yuanyuan Zhou
22 Design and Research of Highway Tunnel Construction Positioning System Based on UWB 251
Hengbo Zhang , Xinke Wang , Yuchen Liu and Lei Cai
23 Research on Cross Domain Data Analysis and Data Mining
Technology of Power Grid Digital Benefits 261
Gang Wang , Aidi Dong , Changhui Lv , Bo Zhao and Jianhong Pan
24 Graph Convolutional Neural Networks for Drug Target Affinity Prediction in U-Shaped and Skip-Connection Architectures 271
Jiale Chen , Xuelian Dong and Zhongyuan Yang
25 SOC Estimation of Lithium Titanate Battery Based on Variable Temperature Equivalent Model 285
Chao Song , Jianhua Luo , Xi Chen and Zhizhao Peng
Appendix 299
Author Index 301
About the Editors
Srikanta Patnaik
