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ICIGP 2022: Beijing, China
- ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7 - 9, 2022. ACM 2022, ISBN 978-1-4503-9546-5
Chapter 1 - Object Detection and Algorithms
- Qiang Wang, Jingru Cui, Zunying Qin, Ninggang An, Xiaofei Ma, Guodong Li:
Using DSCB: A Depthwise Separable Convolution Block Rebuild MTCNN for Face Detection. 1-8 - Jian Gong, Haipeng Li, Dan Xu, Kangjian He, Hao Zhang, Chao Zhang, Zhong Luo:
Precision Inspection and Evaluation System for Paper Packaging of Cigarettes. 9-14 - Wei Wang, Shuai Dong, Kun Zou, Wensheng Li:
A Lightweight Network for Violence Detection. 15-21 - Su Chen, Zhimin Wu, Menghan Guo, Zhenyu Wang:
Application of Image Similarity Detection based on Typical ITAI Servers. 22-29 - Hao Sun, Bing Li, Lei Chen, Jun Yao, Xianye Ben:
Micro-expression Detection based on Action Units and Multi-region Feature Fusion. 30-36 - Haoming He, Jiadong Yang, Qiang Chen:
Multi-scale Semantic Representation and Supervision for Remote Sensing Change Detection. 37-44 - Tongyuan Huang, Min Cheng, Yuling Yang, Xiangling Lv, Jia Xu:
Tiny Object Detection based on YOLOv5. 45-50 - Weilin Tong, Cheng Yang, Xiao Li, Fangyu Shi, Guangtao Zhai:
Cost-effective Video-based Poor Repertoire Detection for Preterm Infant General Movement Analysis. 51-58
Chapter 2 - Image Transformation and Computation
- Zhenyu Xu, Jun Du, Yutao Lou, Hui Di, Zepeng Wu, Dandan Gu:
Definition Discrimination Method of Infrared Image with Four-bar Target under Low-SNR. 59-63 - Yuting Fu, Dan Xu, Kangjian He, Haipeng Li, Tingting Zhang:
Image Inpainting Based on Edge Features and Attention Mechanism. 64-71 - Chen She, Laiyun Qing:
SpikeFormer: Image Reconstruction from the Sequence of Spike Camera Based on Transformer. 72-78 - Ka-Hou Chan, Sio Kei Im:
Using Double Bit Range Estimation for CABAC in VVC. 79-83 - Shaogang Guo, Yunfei Xu, Wang Li:
Spatial Non-cooperative Target point Cloud Reconstruction. 84-88 - Xiao Li, Cheng Yang, Weilin Tong, Fangyu Shi, Guangtao Zhai:
Fast Graph-based Binary Classifier Learning via Further Relaxation of Semi-Definite Relaxation. 89-95 - Ying Gao, Yong Li:
DSS: Dynamic Sample Selection by Utilizing Object Shape and Scale. 96-101
Chapter 3 - Intelligent Image Recognition and Application
- Hanyu Huang, Zhuohui Chen, Tongyuan Bai, Zhihong Zhao:
Research on Handwritten Digital Image Recognition Model Based On Deep Learning and Construction of Browser Service Platform. 102-108 - Sultan Almalki, Usman Saeed, Mohammed Saeed Alkatheiri:
Analysis of Eyebrow Motion for Micro-Expression Recognition. 109-116 - Caixia Zhang, Xiaoyu Yang:
Bed-Leaving Action Recognition Based on YOLOv3 and AlphaPose. 117-123 - Shengpeng Mu, Meng Yuan, Hao Fang, Hongjun Li:
Features Calculation of Closed Curve and its Application in Leaf Discrimination. 124-131 - Chuanbo Zhou, Guoan Yang, Zhengzhi Lu, Deyang Liu, Yong Yang:
A Noise-robust Feature Fusion Model Combining Non-local Attention for Material Recognition. 132-138 - Wenqiang Jia, Yanxin Song, Pengyu Wang, Lei Chen, Xianye Ben:
Micro-expression Recognition based on Bimodal Contrastive Learning. 139-144 - Yunxiang Liu, Jianlin Zhu, Xinxin Yuan, Chunya Wang:
Automatic Marking based on Deep Learning. 145-149 - Wenyu Zhang, Burra Venkata Durga Kumar, Kelvin Jian Aun Ooi, Jia Yew Teh, Iftekhar Salam, Mohammad Arif Sobhan Bhuiyan:
An Analysis on Face Recognition using Principal Component Analysis Approach. 150-158 - Shengming Yu, Shengjin Wang:
Consistency Mean-Teaching for Unsupervised Domain Adaptive Person Re-identification. 159-166
Chapter 4 - Medical Image Analysis and Processing
- Zhongwei Yang, Haopeng Kuang, Xukun Zhang, Yang Liu, Peng Zhai, Lubin Chen, Lihua Zhang:
Anatomy-guided Multi-View Fusion Framework for Abdominal CT Multi-Organ Segmentation. 167-173 - Zhe Wang, Wei Quan, Lik-Kwan Shark:
Development of Bone-based Kinematics from Magnetic Resonance Imaging for Immersive Assessment of Knee Joints. 174-182 - Qian Wei, Bingbing He, Yufeng Zhang, Zhiyao Li, Jizhen Lu, Zhicheng Wang:
Arotid Artery Wall Pulsation Displacement Interference Suppression Based on Ultrasonic Images Clustered Registration with Gaussian Mixture Model. 183-188 - Wen Gu, Shenghui Wang, Shuaihua Zhao, Lili Wan, Zhenfeng Zhu:
HistoSegResT: A Weakly Supervised Learning Method for Histopathology Image Segmentation. 189-195 - Arren Matthew Capuchino Antioquia:
Accurate Thoracic Disease Classification via Ensemble Networks. 196-201 - Le Liu, Jian Su, HuLin Liu, WeiQiang Zhao, Xiaogang Du, Tao Lei:
MAU-Net: A Multiscale Attention Encoder-decoder Network for Liver and Liver-tumor Segmentation. 202-208 - Nanying Li, Jiaqi Xue, Sen Jia:
Spectral Context-aware Transformer for Cholangiocarcinoma Hyperspectral Image Segmentation. 209-213 - Yang Liu, Xukun Zhang, Haopeng Kuang, Zhongwei Yang, Shichao Yan, Peng Zhai, Lihua Zhang:
SU-UNet: A Novel Self-Updating Network for Hepatic Vessel Segmentation in CT Images. 214-219
Chapter 5 - Computer Vision and Visualization
- Jing Ge, Qianxiang Wang, Jiahui Tong, Guangyu Gao:
RPViT: Vision Transformer Based on Region Proposal. 220-225 - Junjie Li, Zhengyao Bai, Wei Cheng, Huijie Liu:
Feature Pyramid Multi-View Stereo Network Based on Self-Attention Mechanism. 226-233 - Diya Ren, Yang Zhao, Yuan Chen, Yanbo Ma, Xiaojuan Zhang:
Finite-Exemplar-Based Super-Resolution for Specific Gaming Videos. 234-241 - Jingdong Li, Wei Quan, Lik-Kwan Shark, Hadley Laurence Brooks:
A Vision-based Monitoring System for Quality Assessment of Fused Filament Fabrication (FFF) 3D Printing. 242-250 - Chuanhui Shan, Xiumei Chen:
A Discrete Matrix-product Operation. 251-260 - Zafar Masood, Jiangbin Zheng, Idrees Ahmad, Muhammad Irfan, Amir Saeed:
High-Performance GPU based Planetary-Scale Terrain Visualization. 261-267 - Yubo An, Shenghui Zhao:
SHTVS: Shot-level based Hierarchical Transformer for Video Summarization. 268-274 - Ye Yang, Yao Liu, Hui Yuan, Yanhan Chu:
Deep Colorization: A Channel Attention-based CNN for Video Colorization. 275-280 - Wei Cheng, Zhengyao Bai, Junjie Li, Huijie Liu, Lifang Yang:
ADIM-MVSNet: Adaptive Depth Interval Multi-View Stereo Network for 3D Reconstruction. 281-287 - Ziyi Wang, Hongjun Li:
Visualization of Plant Leaf Classification Process Based on Multi-Layer Network Model. 288-294
Chapter 6 - Digital Image Processing and Key Technologies
- Chang Li, Yiding Wang, Zhonghe He:
Multi-scale Vehicle Tracking Algorithm with the Global Context Module. 295-302 - Enyuan Cao, Xiaoyang Zhu, Haitao Yu, Yongshi Jiang:
RMTrack: 6D Object Pose Tracking by Continuous Image Render Match. 303-309 - Yunwen Liu, Chongwen Wang:
Research on the Integrated Method of Classification and Counting of Fitness Activities. 310-316 - Xin Zhang, Ning Jia, Ioannis P. Ivrissimtzis:
Synthetic data generation for watermark extraction from 3D printed objects. 317-325 - Ye Kuang, Pingmu Huang, Tiejun Lv:
Using Self-Supervised Depth and Uncertainty Predictions for Monocular Visual Odometry. 326-332 - Yabo Duan, Huaizhan Li, Kefei Zhang, Shubi Zhang, Suqin Wu:
Channel-Spatial Attention Network for Lunar Image Super-Resolution. 333-338 - Nan Nan, Shijie Yue, Ruipeng Gang, Chenghua Li, Ruixia Song:
Image Super-Resolution Algorithm based on V-transform Combined with Neural Network. 339-345
Chapter 7 - Image and Signal Processing
- Yingcheng Lai, Feng Chen, Tiantian Wang:
Preconditioned Diffusion Multitask Clustering Graph Filters. 346-350 - Jialin Tang, Qinglang Su, Lihong Niu, Jinghui Huang, Binghua Su, Shounan Lin:
Emotion Analysis of Chinese reviews Based on fusion of Multi-layer CNN and LSTM. 351-356 - Chenyu Liu:
Measuring TIM coverage via Active Learning based YOLOv5 and image processing. 357-362 - Liulei Zou, Wencong Xu, Jinming Zhu, Yan Huang, Hongjin Zhu, Honghui Fan:
Parameter-Free Single-Pass Parallel Metropolis Light Transport with Sensor Path Visibility. 363-368 - Qian Li, Hui Li, Youling Zhou, Ping Wang:
OAM Spiral Acoustic Wavefront Correction Method Based on GS Algorithm. 369-372 - Wen Hao, Zhanbin Zuo, Wei Liang:
Structure-based Street Tree Extraction from Mobile Laser Scanning Point Clouds. 373-379 - Antonius Ricky, Kennedy Genesius, Michelle Setiawan, Richardo Nugroho Jaya, Derwin Suhartono:
Stock Market Prediction Using Support Vector Regressor with Radial Basis Function Kernel. 380-387 - Tiantian Wang, Feng Chen, Yingcheng Lai:
Bayesian-based Security Distributed Estimation. 388-391
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