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ORCIDICCAI 2023: Tianjin, China
- Proceedings of the 9th International Conference on Computing and Artificial Intelligence, ICCAI 2023, Tianjin, China, March 17-20, 2023. ACM 2023, ISBN 978-1-4503-9902-9
Session 1 - Target Detection
- Xu Yang
, Dan Qu, Nianwen Si, Shangde Xin:
Remote Sensing Image Object Detection Algorithm Combining Attention. 1-7 - Qurban A. Memon, Bethel Wodajo, Selam Tekleab, Eman Alshehi:
Detection of Static and Moving Objects behind Walls and Surfaces - An Experimental Investigation. 8-12 - Nengwen Wang, Tao Zhang:
An Anchor-free Small Object Detection Algorithm Based On Feature Enhancement And Feature Fusion. 13-18 - Yanjun Dong, Shigeng Wang, Xiaoyu Yin, Xi Chen, Jiao Peng:
Research on Dense-Tiny Object Detection Method of Transmission Line Based on Dynamic NMS. 19-27 - Lei Han, Kai Yu, Yufeng Zheng, Yinghe Lin, Wei Dong, Qiang Wang:
A Scheme to Improve the Detection Accuracy of Small Parts of Electric Meters. 28-33 - Jiachao Niu, Xufeng Ling, Xin Zhang, Yong Yin:
Measurement of Imaging Indexes of Distal Radius based on deep Learning Key Point Detection. 34-39 - Tianjiao Guo, Jie Yang, Qi Yu:
Deep Learning Based Neovascularization Detection in Color Fundus Photography Image. 40-45 - Yanjun Li, Xufeng Ling, Jie Yang:
Analysis of Distracted Driving Detection Based on Deep Learning Human Posture. 46-50 - Lijuan Duan, Yuanqi Cui, Yao Wang, Zeyu Wang, Min Cao, Yuanhua Qiao:
Epileptic Spike Detection Based on Deep Learning. 51-57 - Hongning Liu, Rubo Zhang, Mingjie Xie, Pengming Feng, Guangjun He, Guokai Xu:
ORS-Net: A Ship Detector for SAR Image Based on Oriented R-CNN. 58-65 - Feilong Kang, Jia Li:
Research on the Detection Method of Electric Power Workers not Wearing Helmets based on YOLO Algorithm. 66-71 - Yuxin Huang, Chen Li, Yunlong Duan, Bo Liu, Zhuoyi Li:
A Sea-Surface Target Detection Method based on Weighted Aggregation Network. 72-80
Session 2 - Image Analysis and Calculation
- Dairan Xu, Qiang Wu, Bin Yue, Xin Zheng:
A Fast Hash Image Retrieval Method Based on Dual Learning. 81-87 - Jiyong Li, Wei Wang:
A Novel Image Encryption Algorithm Based on Cellular Automata and Chaotic System. 88-94 - Xiaoming Li, Dan Liu, Mingda Wang, Jiang Chang, Guoyu Ma, Ximin Sun:
Research on Fusion Algorithm Based on Information Enhancement. 95-101 - Yue Ding, Tao Zhou, Ye Wu:
Cross-contrast Fusion and Aggregation Network for Multi-contrast MRI Super-resolution. 102-107 - Xin Xia, Hao Wu, Guowu Yuan:
Pseudo 3D-Attention for Real Image Denoising. 108-116 - Yong Li, Ximin Sun, Jiangkai Jia, Shuai Wang, Huichao Li, Bo Sun, Bin Zheng:
Study of UAV Image Denoising Based on Adaptive Two-Dimension Unsaturated System. 117-125 - Han Wang, Luheng Jia, Zuhai Zhang, Kebin Jia:
Video Bitstream Recompression Based on Sparse Representation of DCT Coefficients. 126-130 - Yu Qin, Yihan Guo, Liyu Wang, Yanbei Liu, Xiaomeng Zhang, Zijun Li, Zixin Cai, Jieyang He:
CNN-Transformer Combined with Skip Structure for Tuberculosis Cavity Segmentation. 131-138
Session 3 - Image Segmentation and Image Enhancement
- Yiying Wei, Yiyang Jiang, Wei Dai, Zhijie Yang, Ao Jiang:
General Elastic Computing Acceleration Method for Semantic Segmentation. 139-144 - Guangxu Li, Kang Wang, Xin Wang, Bin Sun, Kailu Wang, Yicheng Gao, Shaowei Sun, Tohru Kamiya, Yining Dai:
Volumetric choroidal segmentation using 3D residual U-Net. 145-149 - Jieyu Pang, Fanqi Yu, Ronggang Wang:
Semi-supervised Zero-Shot Learning in Retinex decomposition-based Low-Light Image Enhancement. 150-156 - Chunming Tang, Yu Wang, Tohru Kamiya:
Research on Semantic segmentation co-evolutionary method for Automated Driving Haze Images. 157-163 - Bai Zhang, Yixing Gao:
MGPose: A Graph Data Augmentation Framework for 3D Human Pose Estimation via Masking. 164-170 - Shuang Liu, Jun Wu, Zhitao Xiao, Lei Geng, Fang Zhang:
Automatic Segmentation of Diabetic Macular Edemas and ILM-RPE Layers in Retinal OCT Images Based on MFANet. 171-177 - Zhenxiang Jiang:
A Novel Seven-Class Facial Expression Recognition Method With Face Mask. 178-184
Session 4 - Intelligent Image Recognition Technology
- Feiyang Zhao, Maohong Tian, Sheng Hu, Jian Liang, Longfu Zhou, Hualin Li:
Livestock Recognition and Identification with Deep Convolutional Neural Networks: A Case Study of Pigs. 185-194 - Haoyu Tian, Xin Ma:
Skeleton-based action recognition with channel enhanced local graph window transformer. 195-202 - Shan Zhu, Xufeng Ling, Kui Zhang, Jiachao Niu:
Food Image Recognition Method Based on Generative Self-supervised Learning. 203-207 - Yu Han, Xiangyu Bai, Zhaoran Wang:
Research Progress of Image Recognition Based on Grassland Mouse Hole. 208-213 - Zhiping Yao, Jiang Bi, Wei Deng, Wenlin He, Mi Zhou, Qinquan Gao, Tong Tong:
Dual-Encoder Unet for Single Image HDR Reconstruction with Denoising. 214-221
Session 5 - Medical Imaging Technology and Machine Vision
- Yuting Yin, Linge Li, Jingwei Guan, Zhiheng Li:
DAGP-Face Restorer: Blind Face Restoration Network with Domain-aligned Generative Prior. 222-229 - Chang Wang, Yicheng Gao, Zhenyao Su, Guangxu Li, Jia Wen, Xinyi Zhou:
Generating Head Animation for a Back-Projected Human-Like Robot Head. 230-235 - Dapeng Tao, Chunxiao Quan, Yaosheng Hu, Yiqiang Wu, Yibing Zhan, Hua Jin:
RGD-VNet: Raw, Generative, and Discriminant Views Network for Boosting Postoperative Complication Prediction. 236-242 - Xu Wang, Linlin Zhu, Guowei Tao, Xin Ma:
Feature Fusion-based Automatic Grading of Color Doppler Flow within Ovarian Masses in Ultrasound Images. 243-248 - Jianhui Huang, Shaozhang Niu, Wen Zhang:
Session-Based Recommendation with Multi-layer Parallel Graph Neural Network. 249-257 - Wenzheng Li, Lihua Tian, Zhigang Sun, Li Xiao:
Image Sample Generation of Stator Surface Defects Based on Layer Mask Blending Generative Adversarial Network. 258-265
Session 6 - Defect Detection Technology in Image Applications
- Yuchen Zhang, Lin Zou, Yiying Wei, Wei Dai:
An Improved Two-Stage Network for Steel Surface Defect Detection. 266-272 - Yeman Xu:
Defect Detection of Key Components of EMU Based on Improved YOLOv5. 273-278 - Qi Guo, Jinwei Zhang, Yong Chen, Ruochen Liu:
Multivariate Time Series Anomaly Detection in a Regularization Perspective. 279-287 - Qing Ni, Xin Luo, Ran Tao, Youqun Shi:
Lightweight Fabric Defect Detection Based on Improved YOLOv4. 288-294 - Yifan Wang, Xiaojie Dong, Shiyi Huang, Longhuan Yang:
Insulator Defect Detection Model Based on YOLOv5-SS. 295-300 - Jingxin Liang, Chengqi Liang, Xufeng Ling, Jie Yang:
A Vision-Based Counter System for Children's Dribble. 301-305
Session 7 - Computer Vision and Measurement
- Xin Zhao, Guanghui Han, Haojiang Li, Zenghui Wei, Mengfan Yang:
Deep Active Learning for Computer-Aided Detection of Nasopharyngeal Carcinoma in MRI Images. 306-315 - Jingmin Li, Jia Luo, Zhiang Xin, Xinyi Luo, Jihang Wang, Qingqing Nie, Hua Bai, Qiang Gao:
Qualitative Research on the Years of Citri Reticulatae Based on 1D-CNN and Raman Spectroscopy. 316-322 - Zongjie Zhang, Haibo Cheng, Wenting Li, Ping Wang:
An Improved GAN-based Depth Estimation Network for Face Anti-Spoofing. 323-328 - Zhe Zhao, Ruina Zhu, Yuyan Yang, Huiquan Wang, Jinhai Wang, Guang Han:
Improving the Accuracy of Complex Solution Detection in Wedge Sample Pool Based on Machine Learning. 329-335 - Wei Liu, Xufeng Ling, Jingxin Liang, Xiaobo Wang, Jie Yang:
An Automatic Key-points Detection and Style Transfer based Method of Articulatory Animation Generation. 336-342 - Jiahong Xu, Zhenxiao Luo, Zelong Wang, Gangqiang Zhou, Miao Hu:
PatchSR: Achieving HD Video Streaming with Pre-downloaded Universal SR Models. 343-350
Session 8 - Image Processing and Application
- Xinrui Kang, Dong Liang:
Graph Attention Based Variational Adversarial Graph Generation Method. 351-357 - Xiong Zhao, Sarina Sulaiman, Liang Chen, Min Dong, Yunfeng Duo, Hao Song:
Continuity Rotation Representation for Head Pose Estimation without Keypoints. 358-363 - Yunming Liu, Yuxuan Pan:
PLNNet: Parameter-learning Neural Network for Global Optimization of Light Field Depth Estimation. 364-369 - Xiaoling Hu, Yi Wan:
Improving Optical Flow Estimation Accuracy by Correlation Volumes Attention. 370-375 - Mingxiang Li, Huange Xing, Tengyun Wang, Kaiming Xiao:
A Robust Joint-training Graph Neural Networks Model for Event Detection with Noisy Labels. 376-380
Session 9 - New Generation Artificial Intelligence Theory and Technology
- Meng He, Lijuan Duan, Baochang Zhang, Shengwen Han:
Knowledge Graph Embedding Method Based on Entity Metric Learning. 381-387 - Yao Liang, Jian Shu, Linlan Liu:
Node Importance Evaluation in Complex Networks Based on Community Division. 388-393 - Sarfraz Iqbal:
Artificial Intelligence Tools and Applications for Elderly Healthcare - Review. 394-397 - Yanni Sun, Baohua Yu:
Research on the Method Matching of Manufacturing Service Resources in a Cloud Manufacturing Environment. 398-407 - Weijie Yao, Wei Peng, Xiaoya Zhang, Wen Yao:
A Method for Flow Field Reconstruction based on Fourier Neural Operator Network. 408-412 - Yang Long, Caiyu Zhang, Congduan Li:
Efficient Source Inference in Large-Scale Networks based on Community Detection. 413-418 - Fan Li, Wenyu Chen, Zhiyou Yang, Mingsheng Fu, Yun Zhan, Hong Qu:
An Empirical Perspective on Learning-to-rank. 419-424 - Songchuan Zhang, Youshen Xia:
Matrix-type Recurrent Neural Network For Fast Solving Complex-variable ℓ1-norm Optimization. 425-429 - Shenghua Wang, Yiwen Chen:
The Effect of Female Selfie-Editing on Mate Selection Criteria: A Chain Mediation Effect. 430-436 - Hao Tang, Yuchun Guo, Jingjing Yang, Yishuai Chen:
Microservice Anomaly Diagnosis with Graph Convolution Network Based on Implicit Microservice Dependency. 437-441 - Xin Li, Chun Zhao:
Semi-supervised Text Similarity Recognition based on Adjusted-Jaccard and LDA. 442-451
Session 10 - Text and Voice Recognition
- Junwei Zhou, Xi Wang, Jiao Dai, Jizhong Han:
A Decoupled Language Model Based on Contrastive Attention Mechanism for Scene Text Recognition. 452-458 - Chen Wang, Chengting Yu, Aili Wang:
A Biological Population Threshold Coding with Robust Feature Extraction and Neuronal Jitter for SNN-based Speech Recognition. 459-465 - Yan Pan, Jiaoyun Yang, Hong Ming, Lili Jiang, Ning An:
Few-Shot Named Entity Recognition via Label-Attention Mechanism. 466-471 - Chenquan Dai, Xiaobin Zhuang, Jiaxin Cai:
A Survey on Deep Learning for Chinese Medical Named Entity Recognition. 472-476 - Yixuan Zhang, JunZhen Liu, Wei Lu:
MeDict-GP: An Accurate Entity Recognition Model Combining Medical Domain Knowledge and Globalization Ideas. 477-483 - Hong Jiang, Qingsong Yu, Zhiyue Zhang:
An Improved Quad-Array Trie Algorithm for Website Sensitive Word Detection. 484-490
Session 11 - Language Model and Text Analysis
- Yang Yu, Xiangzhi Liu:
Research on enterprise text classification methods of BiLSTM and CNN based on BERT. 491-495 - Yilin Guo, Xing Lin, Xianghan Zheng, Yuanfang Gan:
A Method for Extracting Documents for Theft Crime Based on Deep Learning. 496-503 - Junyan Qiu, Haidong Zhang, Yiping Yang:
SynDG: Syntax-aware Dialogue Generation. 504-510 - Deqing Zhang, Cuoling Zhang:
Research on Text Sentiment Analysis of Movie Reviews Based on BERT Model. 511-514 - Jarod Govers, Philip Feldman, Aaron Dant, Panos Patros:
Prompt-GAN-Customisable Hate Speech and Extremist Datasets via Radicalised Neural Language Models. 515-522 - Zhi Ling:
Resolving Gendered Ambiguous Pronouns with Gender-Fair Modeling Based on BERT Word Embeddings. 523-528 - Xingyu Ma, Songfeng Lu, Hu Liu, Bingyan Feng:
CopyFormer: A Transformer Text Generation model combined with Pointer Network. 529-534
Session 12 - Software Test and Security Analysis
- Zuhui Hu, Yaguang Jing, Guoqing Wu:
Research on Remote Intelligent Monitoring System for Online Examination Based on Gaze Direction Classification. 535-540 - Jianhui Li, Jian Zhang:
Analysis and Design of Cloud-Based Healthcare and Wellness Intervention Platform. 541-547 - Fanggeng Tang, Pan He:
Software Defect Prediction using Multi-scale Structural Information. 548-556 - Jun Wang, Qiang Suo, Dawei Yan, Chenyang Yue:
CustomHalide - A new plugin of clang for loop optimization. 557-567 - Vilho James Iipinge, Mengting Hu:
Automated Methodology for Classifying Non-functional Requirements: Challenges, Validation Aspects & New Research Directions. 568-575 - Binhui Tang, Jialin Yang, Xin Li, Yang Cao, Jie Wang:
APT Detector: Detect and Identify APT Malware Based on Deep Learning Framework. 576-583 - Xiang Wang, Jie Yang:
A Big Data-Driven Deep Transfer Learning Approach for Path Loss Prediction in Mobile Communications. 584-588
Session 13 - Communication Engineering and Signal Analysis
- Xingshuo Hai, Xinrui Ma, Weidong Zhang:
The Influence of the Uncertainty on Drones' Cognition in Unmanned Aerial Vehicles Communication Network. 589-594 - Yiying Zhang, Hao Wang, Yeshen He, Xueliang Wang, Meiming Fu:
Localized Differential Privacy-based Data Privacy Protection Scheme for Home Smart Meters. 595-599 - Feng Yang, Li Han:
Multiple-Model Filtering For Nonlinear Estimation. 600-605 - Mengdie Xu, Banghua Yang, Mutian Liu, Yiling Huang, Xinxing Xia, Jie Zhang:
SE-CNN Attention Structure for Quantitative EEG-Based Assessment of VR Motion Sickness. 606-611 - Bailing Zhang, Shaochang Wang, Yi Xin, Ying Zhao:
Automatic Identification and Location of Paroxysmal Atrial Fibrillation Based on Single Heartbeat from Dynamic Electrocardiogram. 612-618 - Lixia Zhou, Maoshen Jia, Lu Li, Liang Tao:
Sound Source Localization by Combining Phase Consistency and Angle Deviation. 619-623 - Juncheng Chen, Zhanling Liu, Xiaoyun Cai, Zhi Cai, Weiwei Wang:
Financial Time Series Trading using DDPG Considering Multi-scale Features. 624-630
Session 14 - Intelligent Algorithm Design and Optimization Calculation
- Xiaodong Zang, Jin Du, Yuansheng Song:
Early Prediction of Heart Disease via LSTM-XGBoost. 631-637 - Huijing Dou, Luyang Xing, Hongliang Guo:
Spatial Smoothing Algorithm Based on Virtual Array Extended Translation. 638-643 - Xiaodong Chang, Jiang Xue, Jin Zhao, Zhiguo Wang, Jinxin Tan:
Dynamic Graph Convolutional Transformer for Short-term Wind Speed Forecasting. 644-649 - Lei Zhou, Tao Zhang:
Multi-scale Attention Enhancement for Arbitrary Style Transfer via Contrast Learning. 650-656 - Yuansai Wu, Yiran Liu, Junjie Hu, Tingjun Shi:
Optimization Scheme of PBFT Consensus algorithm based on dynamic grouping of credit ratings. 657-662 - Zihan Zhao:
Research of Global Ocean Temperature Prediction Method Based on ARIMA-LSTM. 663-669
Session 15 - Data Analysis and Computing Models in Information Systems
- Jitong Zeng, Pan He:
Multi-state Aperiodic Inspection-based Maintenance Strategy Optimization using Real-time Data. 670-677 - Xuancheng Jin, Yaying Zhang:
Adaptive Random Forest with Dynamic Detectors for Evolving Data Stream Classification. 678-684 - Jing Wang, Yiqun Zhou, Kaixiang Zhang, Xuemei Hou:
Power Load Forecasting Method Based on Big Data And Machine Learning Hybrid Network Model. 685-690 - Xuehui Hou:
Urban Traffic Accident Factor Analysis, Risk Prediction and Early Warning Based on Big Data Technology. 691-696 - Kefei Lu, Zhongyuan Qin, Liquan Chen:
LN-PCA: Differential Privacy Protection of Medical Data Based on Principal Component Analysis Adding Laplace Noise. 697-701 - An Wen, Yina Yang, Ruqiao Xu, Jingyi Zhu, Qiang Wang:
Sampled Feature Replay and Multilayer Knowledge Distillation for Class-Incremental learning. 702-708 - Gang Wang, Zhiying Lu, Zhong Ji, Jinyong Chen, Ping Wang:
Collaborative Global-Local Networks for Fine-Grained Few-shot Learning. 709-714 - Wanyi Feng, Hongwei Luo, Chengli Huang, Yueheng Liu, Baolin Sun:
Dynamic Trust Evaluation Algorithm for Blockchain Empowered FinTech. 715-719 - Chunhui Du, Jianhang Xiao, Wei Guo:
Topology Construction with Minimum Total Time for Geo-Distributed Decentralized Federated Learning. 720-726 - Zhaolin Lai, Guangyuan Li, Baofen Zhang, Chende Su, Zhangyuan Lin, Yanfeng Lan:
A golden-sine strategy based honey badger algorithm for flexible job shop scheduling problem. 727-732 - Keyu Wu, Fengge Wu, Yijun Lin, Junsuo Zhao:
Stable Control Policy and Transferable Reward Function via Inverse Reinforcement Learning. 733-742 - Siyuan Peng, Dongshuai Niu, Kezhong Jin, Zhenzhou Tang:
Toward low-delay and low-cost controller placement in SDNs: a hybrid heuristic method. 743-751
Session 16 - AI -based Intelligent Control System and Technology
- Xinghua Chai, Ya Li, Yanqiao Chen, Mingzhe Zhu, Xingxing Ren:
Multi-target Coverage for UAV Swarms Using Density Clustering with Quadratic Perturbation Strategy. 752-758 - Feng Yang, Baibing Jie, Hongxuan Song:
LIEO-SAM-Iris: Tightly-coupled Lidar Inertial Encoder Odometry via Smoothing and Mapping based on Iris loop closure. 759-764 - Pengju Yuan, Hanbin Xu, Yiying Wei, Jie Yang:
SOC Estimation of Lithium-ion Battery Based on Attention Mechanism of EMD-Bi-LSTM Improving by Bayesian Optimization. 765-774 - Yimei Chen, Bingqi Li, Tohru Kamiya, Xiaofan Shi:
Research on adaptive formation control of mobile robot based on improved virtual spring method. 775-780 - Xiaofan Zhao, Qingyu Cai, Xi Peng, Hao Sun, Shijue Zheng:
Development and Design of a Dancing Robot System Based on Phonetic Control and 3D Gesture Interaction. 781-786 - Jie Cheng, Haiyong Huang, Wenshi Li:
Automatic Measuring of Complex Walk and Simplest 555 Chip Chaos. 787-792 - Yuchang Su, Yanchun Tong, Tao Zhang:
ECenterDet: An Efficient Anchor-free Detector. 793-799 - Hengran Wang, Qiang Wu, Jinling Cui, Xin Zheng:
Design and Simulation Verification of a Multi-channel Imaging Circuit for a Domestic InGaAs Short-Wave Infrared (SWIR) Detector. 800-808
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