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ORCIDICCPR 2022: Beijing, China
- Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, ICCPR 2022, Beijing, China, November 17-19, 2022. ACM 2022, ISBN 978-1-4503-9705-6
Session 1 - Pattern Recognition
- Haiqing Liao
, Xia Du, Yun Wu, Da-Han Wang:
Multi-Scale Channel Attention for Chinese Scene Text Recognition. 1-6 - Ziyue Liu, Tomoyuki Kurosaki, Joo Kooi Tan:
Recognition of Human Walking Motion Using a Wearable Camera. 7-13 - Zhonghua Sun, Meng Dai, Ziwen Yi, Tianyi Wang, Jinchao Feng, Kebin Jia:
An Efficient Lightweight Spatio-temporal Attention Module for Action Recognition. 14-19 - Yana Wei, Zhibin Wang, Xiaojun Qiao:
Rice Disease Recognition and Feature Visualization Using a Convolutional Neural Network. 20-25 - Qian Yan, Xuhong Lin, Wenwen Gong, Caicong Wu, Yifei Chen:
Nutrient Deficiency Diagnosis of Plants Based on Transfer Learning and Lightweight Convolutional Neural Networks MobileNetV3-Large. 26-33 - Geyan Su, Zhonghua Sun, Kebin Jia, Jinchao Feng:
Vehicle Re-identification Based on Multi-Scale Attention Feature Fusion. 34-39 - Wenbiao Xie, Chen Zou, Chengui Fu, Xiaomei Xie, Qiuming Liu, He Xiao:
Improving Pedestrian Attribute Recognition with Dual Adaptive Fusion Attention. 40-47
Session 2 - Target Detection and Tracking
- Hongbin Xu, Xiantao Jiang, Tao Yin, Qi Cen, Zhijian Zhang, Tian Song, F. Richard Yu:
Coordinate Attention-enabled Ship Object Detection with Electro-optical Image. 48-57 - Tianyu Zhu, Xinfeng Zhang, Xiaomin Liu, Xiangsheng Li, Maoshen Jia, Xiaoxia Chang, Yuan Meng:
A 3D U-Net-Based Approach for Intracranial Aneurysm Detection. 58-64 - Xin Mao, Chaoqi Yan, Hong Zhang, Jianbo Song, Ding Yuan:
VRGNet: A Robust Visible Region-Guided Network for Occluded Pedestrian Detection. 65-72 - Xin Zhang, Yalan Zeng, Shunyong Zhou:
A Mask Detection Algorithm Based on Improved Yolov5s. 73-79 - Lifei Lin, Zhaohui Liu, Shiji Zhao, Jinzhao Zhang:
Vehicle and pedestrian detection method based on improved YOLOX in foggy environment. 80-85 - Yan Ouyang, Xinqing Wang, Honghui Xu, Ruizhe Hu, Faming Shao, Dong Wang:
Few-shot Object Detection via Refining Eigenspace. 86-94 - Lingzhi Liu, Baohua Qiang, Yuanchun Wang, Xianyi Yang, Jubo Tian, Shihao Zhang:
Object Detection Algorithm Based on Coordinate Attention and Context Feature Enhancement. 95-101 - Songxin Ye, Nanying Li, Jiaqi Xue, Yaqian Long, Sen Jia:
HSI-DETR: A DETR-based Transfer Learning from RGB to Hyperspectral Images for Object Detection of Live and Dead Cells: To achieve better results, convert models with the fewest changes from RGB to HSI. 102-107 - Yang Shi, Qiang Wu, Xin Zheng, Bin Yue:
Infrared Sea Surface Ship Target Detection Algorithm Based on Improved YOLOV5. 108-114 - Haodong Liu, Tianyang Xu, Xiaojun Wu:
MMOT: Motion-Aware Multi-Object Tracking with Optical Flow. 115-120
Session 3 - Image Segmentation
- Yixi Luo, Huayi Yin, Xia Du:
MoAFormer: Aggregating Adjacent Window Features into Local Vision Transformer Using Overlapped Attention Mechanism for Volumetric Medical Segmentation. 121-127 - Ting Jiang, Tao Xu, Xiaoning Li:
VA-TransUNet: A U-shaped Medical Image Segmentation Network with Visual Attention. 128-135 - Yuanyang Lin, Dahan Wang, Yun Wu, Shunzhi Zhu:
Swin Transformer with Multi-Scale Residual Attention for Semantic Segmentation of Remote Sensing Images. 136-141 - Hanqi Wang, Huawei Liang, Liangji Chen, Diancheng Gong, Pengfei Zhou, Bin Kong:
Drivable Area Segmentation in Unstructured Roads for Autonomous Vehicles based on Multi-sensor Fusion. 142-148 - Yuchao Liu, Xia Du, Da-Han Wang, Shunzhi Zhu:
A Lightweight Brain Tumor Segmentation Network Based on 3D Inverted Residual Modules. 149-155 - Changxing Zhang, Xiangyu Bai:
A Brief Comparison of Deep Learning Methods for Semantic Segmentation. 156-162 - Chengui Fu, Wenbiao Xie, Yin Jin, Kai Zhao, Qiuming Liu, He Xiao:
RT-Net: Plant Phenotype Semantic Segmentation Network Based on Advanced Deep Learning Framework. 163-170
Session 4 - Image Classification
- Jie Zhang, Lunke Fei, Yun Li, Fangqi Nie, Qiaoxian Jiang, Libing Liang, Pengcheng Yan:
Instance-level Weighted Graph Learning for Incomplete Multi-view Clustering. 171-178 - Zhenguo Yan, Xin Song, Lei Yang:
Research on AIS Data Aided Ship Classification in Spaceborne SAR Images. 179-185 - Hanzhang Ding, Wenzhang Zhu:
Activity classification of the elderly based on lightweight convolutional neural networks. 186-190 - Lei Xiao, Li Deng, Xiao Liu:
Metagenomic Sequence Classification based on One-Dimensional Convolutional Neural Network. 191-196 - Han Zhou:
PV infrared hot spot classification algorithm with multi-branch feature fusion. 197-203
Session 5 - Image Recognition Technology and Application
- Junwei Zhou, Xi Wang, Jiao Dai, Jizhong Han:
Improved Fusion of Visual and Semantic Representations by Gated Co-Attention for Scene Text Recognition. 204-209 - Yixuan Fan, Zhaopeng Dou, Yali Li, Shengjin Wang:
Portrait Interpretation and a Benchmark. 210-218 - Hongjun Song, Yuanyuan Gao:
Plant Diseases Recognition on Digital Images using Swin Transformer. 219-223 - Qiliang Chen, Hasiqidalatu Tang, Jiaxin Cai:
Human Action Recognition Based on Vision Transformer and L2 Regularization. 224-228 - Hongchao Gao, Xiaoqian Huang, Bofeng Liu:
Few-Shot Data Augmentation for Industrial Character Recognition. 229-235 - Cai-Xia Li, Xia Du, Yun Wu, Da-Han Wang:
Combining Attention Mechanism and Local-Global Features Association Network for Vehicle Re-identification. 236-242 - Hong Liang, Nanying Li, Jiaqi Xue, Yaqian Long, Sen Jia:
Principal component self-attention mechanism for melanoma hyperspectral image recognition. 243-248 - Xianghao Liu, Da-Han Wang, Shunzhi Zhu:
Multi-Scale Features Integration for Handwritten Mathematical Expression Recognition. 249-254
Session 6 - Digital Image and Multimedia Technology
- Xiao Sun, Lunke Fei, Zhixian Liu, Zhenkai Tang, Jijia Chen, Jiangpeng Su, Shiqiao Zhang:
Coarse-to-fine Palmprint-Specific Quality Feature Learning for Palmprint Image Quality Assessment. 255-263 - Nan Dong, Xinfeng Zhang, Xiaomin Liu, Wei Guo, Fei Wang:
Key Points Positioning: A Two-Stage Algorithm For Single-view Point Cloud of Human Back Based on Point-wise Network. 264-272 - Chenyu Liu, Jia Li, Junxian Duan, Huaibo Huang:
Video Forgery Detection Using Spatio-Temporal Dual Transformer. 273-281 - Ahmad Farooq, Xinfeng Zhang:
Tongue Image Retrieval Based On Reinforcement Learning. 282-289 - Jiaxi Lu, Bicao Li, Zhoufeng Liu, Zhuhong Shao, Chunlei Li, Zongmin Wang:
NAF: Nest Axial Attention Fusion Network for Infrared and Visible Images. 290-296 - Xinrui Kang, Dong Liang, Qinfeng Li:
GANExplainer: Explainability Method for Graph Neural Network with Generative Adversarial Nets. 297-302 - Yiyang Qin, Banghua Yang, Dongze Li:
Immersive AR Merged with MI-BCI Hand Function Rehabilitation Training System for Stroke Patients. 303-309 - Shubin Lou, Xin Zheng, Bin Yue, Qiang Wu:
Medium and Long Wave Infrared Image Enhancement Fusion Method Based on Edge Preserving. 310-320
Session 7 - Text Detection and Model Calculation
- Dongxue Bao, Donghong Qin, Lila Hong, Siqi Zhan:
Multi-Channel Text Classification Model Based on ERNIE. 321-327 - Kangming Weng, Xia Du, Kunze Chen, Dahan Wang, Shunzhi Zhu:
ResAsapp: An Effective Convolution to Distinguish Adjacent Pixels For Scene Text Detection. 328-333 - Nilanjana Chatterjee, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Yue Lu:
Anomaly Handwritten Text Detection for Automatic Descriptive Answer Evaluation. 334-340 - Jinshang Luo, Ying Liu, Mengshu Hou:
A Novel Chinese Resume Named Entity Recognition Model Based on Lexical Enhancement. 341-346 - Pingping Sun, Baohua Qiang, Zhiguang Liu, Xianyi Yang, Guangyong Xi, Weigang Liu, Ruidong Chen, Shihao Zhang:
Semantic Maximum Relevance and Modal Alignment for Cross-Modal Retrieval. 347-354 - Jingjing Hou, Yuchen Jin, Yiwen Liu, Zhenhua Zhang, Qinghua Zhao:
A Recommendation Algorithm Incorporating Self-Attention Mechanism and Knowledge Graph. 355-361 - Qingchao Zhong, Jiahao Liu, Peng Chen:
High-speed Video Measurement Method of Attitude Angle Applied to Floating Offshore Wind Turbine Model Wind-Wave Tank Test. 362-367 - Jianhua Li, Haoran Ren, Dayu Xiao, Botao Deng:
Inferring Potential Drug-Target Interactions using Multiple Similarities and Network Consistency Projection. 368-373
Session 8 - Signal Detection and Estimation
- Liang Tao, Maoshen Jia, Lu Li:
DOA Estimation of Multiple Sources based on the Angle Distribution of Time-frequency Points in Single-source Zone. 374-378 - Jiangmiao Zhu, Wenshu Yu, Kejia Zhao, Zhaotong Wan:
Research on Improved Regularization Method Based on Signal Waveform Measurement. 379-384 - Huijing Dou, Dongxu Xie, Wei Guo:
DOA Estimation Based on a Sparsity Pre-estimation Adaptive Matching Pursuit Algorithm. 385-391 - Deyu Luo, Xianhong Chen, Maoshen Jia, Changchun Bao:
Speech Recognition Method based on CTC Multilayer Loss. 392-397 - Huijing Dou, Wei Guo, Dongxu Xie:
DOA Estimation of Propagator Method Based on FFT and Golden Section. 398-404 - Yupei Zhang:
Research on Phoneme Recognition using Attention-based Methods. 405-411 - Kai Yao, Qiang Wu, Jinling Cui:
Simulation and Design of a 56Gbps Cross-backplane Transmission Channel. 412-417
Session 9 - Bio-signal Collection and Analysis
- Hui Zeng, Banghua Yang, Xuelin Gu, Yongcong Li, Xinxing Xia, Shouwei Gao:
CNN-based EEG Classification Method for Drug Use Detection. 418-423 - Renwei Ba, Yidan Zhang, Zhenghui Hu, Jun Sun, Xiao Li:
HRPM Net: An Efficient Feature Learning Network from The Biological Modelling Of Human Retinal Perception Mechanism. 424-430 - Jie Huang, Xuanheng Rao, Weichuan Zhang, Jingze Song, Xiao Sun:
Heart Rate Detection Using Motion Compensation with Multiple ROIs. 431-438 - Guangrong Liu, Bin Hao, Abdelkader Nasreddine Belkacem, Jiaxin Zhang, Penghai Li, Jun Liang, Changming Wang, Chao Chen:
Comparative Study on EEG Feature Recognition based on Deep Belief Network. 439-446 - Rongxin Jie, Banghua Yang, Zhaokun Wang, Jun Ma, Xinxing Xia, Shouwei Gao:
Brain control jigsaw puzzle system based on hybrid brain computer interface of motor imagery and steady-state visual evoked potential. 447-451 - Fengyue Liu, Lin Lu, Abdelkader Nasreddine Belkacem, Jiaxin Zhang, Penghai Li, Jun Liang, Changming Wang, Chao Chen:
Brain Network Analysis Results of Finger Motor Execution and Motor Imagery. 452-458 - Dong Wen, Mengmeng Jiang, Wenlong Jiao, Xianglong Wan, Xifa Lan, Yanhong Zhou:
The Design Method of SSVEP Stimulus Source based on Overlooking Map. 459-464 - Xiang Cheng, Xuan Han, Yu Song, Tielin Zhang, Bo Xu:
Artificial Neural Network-assisted Amplitude Thresholding Improves Spike Detection. 465-470 - Xinrong Wang, Abdelkader Nasreddine Belkacem, Penghai Li, Zufeng Zhang, Jun Liang, Dongdong Du, Chao Chen:
The Classification Method of EEG Motor Imagery Based on INFO-LSSVM. 471-477 - Shengcui Cheng, Xiaoling Chen, Tengyu Zhang, Ziyi Wang, Guangzhi He, Yunjie Tong, Ping Xie:
Activation During Upper Limb Movements Measured with Functional Near-Infrared Spectroscopy in Healthy Elderly Subjects. 478-482
Session 10 - Data Model and Calculation
- Oscar Castro, Pierrick Bruneau, Jean-Sébastien Sottet, Dario Torregrossa:
Parallelization of Data Science Tasks, an Experimental Overview. 483-490 - Renjie Yu:
RGFGM-LXMERT-An Improve Architecture Based On LXMERT. 491-495 - Yanru Hao, Tianchi Yang, Chuan Shi, Rui Wang, Ding Xiao:
An Effective Sentiment Analysis Model for Tobacco Consumption. 496-502 - Xichao Yue, Chaoqun Wang, Yong Wang, Le Chen, Weifei Wang, Yuhang Lei:
Gas flow meter anomaly data detection based on fused LOF-DBSCAN algorithm. 503-508 - Xuejing Jiang, Xun Sun, Qiuming Liu:
Real-Time Calibration Method of Air Quality Data Based on AdaBoost Training Model. 509-514 - Haopeng Zhang, Jinbo Yu, Mengyu Li, Yuchen Zhang, Yulong Ling, Xiao Zhang:
Friend Relation Recognization Algorithm Based on The Campus Card Consumption. 515-521 - Lei Deng, Junli Zhang, Kuan Cao, Miwei Shang, Fabin Han:
Combining GEO Database and the Method of Network Pharmacology to Explore the Molecular Mechanism of Epimedium in the Treatment of Alzheimer's Disease. 522-530 - Xiaofan Zhi, Li Xue, Sihao Xie:
An Unstructured Data Desensitization Approach for Futures Industry. 531-535 - Junghsen Lieh:
General Algorithms to Solve Nonlinear Algebraic Equations with C++. 536-544
Session 11 - Machine Learning and Algorithm
- Ran Ma, Xiaotian Yang, Jiang Li, Fei Gao:
Bayesian Personalized Ranking based on Knowledge Graph. 545-550 - Weijie Li, Pingsun Wei, Jun Sun, Xiaoting Xiao, Xiaomin Mu, Zhenghui Hu:
LEPD-Net: A Lightweight Efficient Network with Pyramid Dilated Convolution for Seed Sorting. 551-558 - Yuan Meng, Xinfeng Zhang, Xiaomin Liu, Xiangsheng Li, Tianyu Zhu, Xiaoxia Chang, Jinhang Chen, Xiangyu Chen:
An Aneurysm Localization Algorithm Based on Faster R-CNN Network for Cerebral Small Vessels. 559-564 - Jie Cheng, Jingchu Wang, Ang Xia, Lu Teng, Jianyi Liu:
Deep Features Based IDS Alarm False Positive Elimination Algorithm. 565-570 - Zonghua Qu, Chunling Wei, Han Yan:
A Method of Spacecraft Orbit Anomaly Discrimination Based on Long Short-Term Memory Network. 571-576 - Chenquan Dai, Xiaobin Zhuang, Jiaxin Cai:
Chinese Electronic Medical Record Named Entity Recognition Based on Bi-RNN-LSTM-RNN-CRF. 577-583 - Zhanguo Dong, Ming Ke, Jiarong Wang, Lubin Wang, Gang Wang:
Robust Deep Convolutional Neural Network inspired by the Primary Visual Cortex. 584-589 - Zain Sayeed, Daniel Cavazos, Tannor Court, Chaoyang Chen, Bryan E. Little, Hussein F. Darwiche:
Machine Learning for Prediction of Blood Transfusion Rates in Primary Total Knee Arthroplasty. 590-594 - Yi Sun, Ju Liu, Qing Sun:
From StarCraft II to Military Combat: The Framework of Auxiliary Decision System on Marine Warfare Based on Artificial Intelligence. 595-602
Session 12 - Data Center Network and System Analysis
- Kemeng Wang, Quan Zhou, Zhikang Zeng, Menglong Chen:
An Encrypted Traffic Identification Method Based on RepVGG. 603-608 - Yuwei She, Xinyi Jiang, Chang Wu, Fulian Yin:
Modeling and Analyzing the Multi-Information Network Propagation Dynamics on Hot Events. 609-616 - Yuqing Zhong, Xiong Wei Zhang, Wuhua Xu:
DQN Method Analysis for Network Routing of Electric Optical Communication Network. 617-622 - Shuai Hou, Jizhe Lu, Enguo Zhu, Hailong Zhang, Aliaosha Ye:
Intelligent IoT Scheduling Mechanism Based on Data Traffic Prediction. 623-630 - Luyao Wang, Jia Guo, Yexuan Zhu, Heying Song, Yanmin Wei, Jinao Wang:
Network Bandwidth Prediction Method Based on Hidden Markov model in High-speed Railway. 631-636 - Yuhang Lei, Jingsheng Lei, Weifei Wang:
Traffic Flow Forecasting Research Based on Delay Reconstruction and GRU-SVR. 637-642 - Yuwei Hu, Xueyuan Zheng, Ping Zong:
An Active Transfer Learning Method Combining Uncertainty with Diversity for Chinese Address Resolution. 643-650 - Jiahao Li, Linlan Liu, Jian Shu:
Progresses in Link Prediction: A Survey. 651-655 - Jiaming Zhang, Xinfeng Zhang, Bo Zhang, Maoshen Jia, Yuqing Liang, Yitian Zhang:
A Symmetric Dual-Attention Generative Adversarial Network with Channel and Spatial Features Fusion. 656-662 - Yu Zhang, Qiang Wu, Jie Liu:
Design and Simulation of A RF Front-end Circuit of Dual Channel Navigation Receiver. 663-669
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