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5th VSIP 2023: Harbin, China
- Proceedings of the 5th International Conference on Video, Signal and Image Processing, VSIP 2023, Harbin, China, November 24-26, 2023. ACM 2023
Chapter 1 - Image Detection and Detection Model
- Enyan Zhang
, Yunhong Yang
, Yanxiang Feng
, Zeyu Hu
, Aili Wang
, Yuji Iwahori
:
Dangerous Goods Detection in X-ray Security Inspection Images Based on Improved YOLOv7. 1-8
Chapter 2 - Image Classification and Algorithms
- Yaxiu Sun
, Minhui Wang
, Jianhong Xiang
, Lihong Hao
, Rui Sun
, Yaruo Wu
:
Asymmetric Residual Transformer for Hyperspectral Image Classification Using Limited Training Samples. 1-0
Chapter 1 - Image Detection and Detection Model
- Jiaming Shen
, Lin Bai
, Haijuan Wang
, Bo Ji
, Wenming Cheng
, Guocai Zhang
:
A Lightweight Anchor-Free Detector Using Cross-Dimensional Interactive Feature Balance for SAR Ship Detection. 9-15 - Yanxiang Feng
, Enyan Zhang
, Yang Zhang
, Zhen Zeng
, Aili Wang
:
Network Intrusion Detection Based on Federated Learning with Inherited Private Models. 16-22 - Hongmei Jin
, Kaihua Cui
, Ni Jia
, Hao Zhang
, Yuying Shi
:
Deep Learning-based Experimental System Design for Fatigue Driving Detection. 23-29 - Zhen Zhang
, Qingyan Wang
, Qingguo Chen
, Xintao Liang
:
Research on a transmission line fault detection method based on improved YOLOv7-Tiny. 30-36
Chapter 2 - Image Classification and Algorithms
- Boran Ma
, Heng Wang
, Liguo Wang
:
A Model Based on Dense Connection 3D-2D-CNN for Hyperspectral Image Classification. 37-42 - Binbin Zhou
, Qingyan Wang
, Junping Zhang
, Yujing Wang
:
Combined Classification of Hyperspectral and LiDAR Data based on Dual-Channel Cross-Transformer. 43-49 - Yan Zhang
, Qiyuan Zheng
, Robert Haojie Deng
, Yuze Li
, Xin Liu
, Jiatong Li
:
Motor Imagery EEG Classification Based on CEEMDAN-CWT Characterization. 50-56 - Xuchao Gong
, Yahui Wu
, Zhen Wang
, Hongjie Duan
:
A Video Classification Algorithm Based on Visual-Audio Cross-Attention. 57-63 - Xinhua Luo
, Qingyan Wang
, Xintao Liang
, Zhen Zhang
:
Research on hyperspectral image classification based on improved deep cross-domain few-shot learning. 64-71 - Xintao Liang
, Tianqi Jiang
, Qiang Fu
, Qingyan Wang
:
Multi-Object Detection and Classification in Construction Sites Based on YOLOv5. 79-85 - Beibei Zhang
, Tao Zhang
, Yu Zhang
, Duo Zhao
, Zhen Ye
:
Joint Classification of Multi-Source Remote Sensing Data Based on Multi-Scale Features and Attention Mechanism. 86-92
Chapter 3 - Intelligent Recognition Technology and Application Based on Machine Learning
- Ziyi Li
, Lijie Wang
, Jianbo Sun
, Xinyu Lu
, Xianwen Zhu
:
Failure Mode Analysis and Infrared Image Recognition of Crystalline Silicon PV Module. 93-100 - Zhenling Li
, Futao Liu
, Yuezhong Wan
, Weida Cao
, Fukui Wang
, Xiaolei Li
:
A Coarse-to-fine Meter Recognition Method in Substations. 101-107 - Zheng Wu
, Jianhou Gan
, Jinsheng Liu
, Jun Wang
:
A multimodal emotion recognition method based on multiple fusion of audio-visual modalities. 108-114 - Yanbo Wu
, Xintao Liang
, Quan Cui
, Qingyan Wang
:
Engineering Vehicle Recognition and Multi-Object Tracking System based on YOLOv5 and DeepSort Algorithm. 115-121 - Baosheng Li
, Jishui Han
, Yuan Cheng
, Chong Tan
, Peng Qi
, Jianping Zhang
, Xiaolei Li
:
Structural Displacement Prediction of Power Transmission Tower using Finite-Element Modelling and Deep Learning. 122-126 - Rong Guo
, Yunsheng Mao
, Jinyang Zhou
, Hao Wang
:
Research on refrigeration simulation based on LNG cold energy recovery. 127-133
Chapter 4 - Image Reconstruction and Detection
- Biao Zhou
, Xiaoyu Yu
, Yang Zhang
, Haisong Chen
, Aili Wang
:
Chip Surface Defect Detection Algorithm Based on Improved YOLOv3. 134-142 - Baosheng Li
, Jishui Han
, Zhenliang Qi
, Liqiang Gao
, Ruijie Duan
, Tongtong Wang
, Ran Song
, Xiaolei Li
:
Transmission line deformation monitoring based on saliency target. 143-148 - Md. Abdur Rouf
, Yuji Iwahori
, Haisong Chen
, Aili Wang
:
A Novel Approach for Concrete Crack and Spall Detection Based on Improved YOLOv8. 149-155 - Zhangwei Gan
:
Leveraging SuperGlue and DKM for Deep Learning-Based Robust Image Matching Towards Efficient 3D Reconstruction. 156-161 - Zeyu Hu
, Haisong Chen
, Jingfang Wei
, Yunyi Zuo
, Kaiyang Xu
, Yuji Iwahori
, Haibin Wu
, Aili Wang
:
Interactive Intelligent 3D Surveying Vehicle Based on Deep Learning. 162-169 - Chuanqi Cheng
, Haiyan Wang
, Yuan Yu
, Jie Huang
, Dexiang Yang
:
A novel initialization method for monocular visual inertial navigation. 170-177 - Changqing Fu
, Laurent David Cohen
:
DeepPrism: Channel Convolution for Lightweight Generative Models. 178-185
Chapter 5 - Virtual Reality and Augmented Reality
- Jinjia Wu
, Zuquan Xiang
, Rong Guo
:
Research on Layout Optimization of Ship Command Room Based on Dynamic Analysis of Visual Field of Virtual Ray. 186-193 - Chenggong Zhai
, Hongshan Wang
, Hongsi Xu
, Wenke Yao
, Jingwei Jiang
, Liyong Zhou
:
On the Application of Virtual Reality Technology in Smart Education. 194-199 - Beomjin Kim
, Thomas Bolinger
:
Analyzing Depth Perception in Virtual Environments: A Comparative Study of Varied Scaling Factors. 200-205 - Xin Xu
, Gang Chen
, Guangpu Qian
:
Research on the Application of Motor Assembly Guided by Augmented Reality Knowledge. 206-210
Chapter 6 - Signal Detection and Estimation
- Zhijing Zhou
, Xiaolin Zhang
:
A Novel Demodulation Method for CPM Signals in Satellite Communications. 211-215 - Zhuoran Wang
, Lujun Wang
, Liang Xie
, Jianan Wang
:
Passive Sonar Particle Filter Tracking Method Based on Target Spectrum Features. 216-222 - Ting Liu, Yong Wang, Jianhong Xiang
, Ying Wang
, Yang Liu:
Channel estimation for massive MIMO systems based on adaptive angular domain compensation. 223-228
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