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ICCAI 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
Remote Sensing Image Object Detection Algorithm Combining Attention. 1-7 - Qurban A. Memon
Detection of Static and Moving Objects behind Walls and Surfaces - An Experimental Investigation. 8-12 - Nengwen Wang
An Anchor-free Small Object Detection Algorithm Based On Feature Enhancement And Feature Fusion. 13-18 - Yanjun Dong
Research on Dense-Tiny Object Detection Method of Transmission Line Based on Dynamic NMS. 19-27 - Lei Han
A Scheme to Improve the Detection Accuracy of Small Parts of Electric Meters. 28-33 - Jiachao Niu
Measurement of Imaging Indexes of Distal Radius based on deep Learning Key Point Detection. 34-39 - Tianjiao Guo
Deep Learning Based Neovascularization Detection in Color Fundus Photography Image. 40-45 - Yanjun Li
Analysis of Distracted Driving Detection Based on Deep Learning Human Posture. 46-50 - Lijuan Duan
Epileptic Spike Detection Based on Deep Learning. 51-57 - Hongning Liu
ORS-Net: A Ship Detector for SAR Image Based on Oriented R-CNN. 58-65 - Feilong Kang
Research on the Detection Method of Electric Power Workers not Wearing Helmets based on YOLO Algorithm. 66-71 - Yuxin Huang
A Sea-Surface Target Detection Method based on Weighted Aggregation Network. 72-80
Session 2 - Image Analysis and Calculation
- Dairan Xu
A Fast Hash Image Retrieval Method Based on Dual Learning. 81-87 - Jiyong Li
A Novel Image Encryption Algorithm Based on Cellular Automata and Chaotic System. 88-94 - Xiaoming Li
Research on Fusion Algorithm Based on Information Enhancement. 95-101 - Yue Ding
Cross-contrast Fusion and Aggregation Network for Multi-contrast MRI Super-resolution. 102-107 - Xin Xia
Pseudo 3D-Attention for Real Image Denoising. 108-116 - Yong Li
Study of UAV Image Denoising Based on Adaptive Two-Dimension Unsaturated System. 117-125 - Han Wang
Video Bitstream Recompression Based on Sparse Representation of DCT Coefficients. 126-130 - Yu Qin
CNN-Transformer Combined with Skip Structure for Tuberculosis Cavity Segmentation. 131-138
Session 3 - Image Segmentation and Image Enhancement
- Yiying Wei
General Elastic Computing Acceleration Method for Semantic Segmentation. 139-144 - Guangxu Li
Volumetric choroidal segmentation using 3D residual U-Net. 145-149 - Jieyu Pang
Semi-supervised Zero-Shot Learning in Retinex decomposition-based Low-Light Image Enhancement. 150-156 - Chunming Tang
Research on Semantic segmentation co-evolutionary method for Automated Driving Haze Images. 157-163 - Bai Zhang
MGPose: A Graph Data Augmentation Framework for 3D Human Pose Estimation via Masking. 164-170 - Shuang Liu
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
Livestock Recognition and Identification with Deep Convolutional Neural Networks: A Case Study of Pigs. 185-194 - Haoyu Tian
Skeleton-based action recognition with channel enhanced local graph window transformer. 195-202 - Shan Zhu
Food Image Recognition Method Based on Generative Self-supervised Learning. 203-207 - Yu Han
Research Progress of Image Recognition Based on Grassland Mouse Hole. 208-213 - Zhiping Yao
Dual-Encoder Unet for Single Image HDR Reconstruction with Denoising. 214-221
Session 5 - Medical Imaging Technology and Machine Vision
- Yuting Yin
DAGP-Face Restorer: Blind Face Restoration Network with Domain-aligned Generative Prior. 222-229 - Chang Wang
Generating Head Animation for a Back-Projected Human-Like Robot Head. 230-235 - Dapeng Tao
RGD-VNet: Raw, Generative, and Discriminant Views Network for Boosting Postoperative Complication Prediction. 236-242 - Xu Wang
Feature Fusion-based Automatic Grading of Color Doppler Flow within Ovarian Masses in Ultrasound Images. 243-248 - Jianhui Huang
Session-Based Recommendation with Multi-layer Parallel Graph Neural Network. 249-257 - Wenzheng Li
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
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
Multivariate Time Series Anomaly Detection in a Regularization Perspective. 279-287 - Qing Ni
Lightweight Fabric Defect Detection Based on Improved YOLOv4. 288-294 - Yifan Wang
Insulator Defect Detection Model Based on YOLOv5-SS. 295-300 - Jingxin Liang
A Vision-Based Counter System for Children's Dribble. 301-305
Session 7 - Computer Vision and Measurement
- Xin Zhao
Deep Active Learning for Computer-Aided Detection of Nasopharyngeal Carcinoma in MRI Images. 306-315 - Jingmin Li
Qualitative Research on the Years of Citri Reticulatae Based on 1D-CNN and Raman Spectroscopy. 316-322 - Zongjie Zhang
An Improved GAN-based Depth Estimation Network for Face Anti-Spoofing. 323-328 - Zhe Zhao
Improving the Accuracy of Complex Solution Detection in Wedge Sample Pool Based on Machine Learning. 329-335 - Wei Liu
An Automatic Key-points Detection and Style Transfer based Method of Articulatory Animation Generation. 336-342 - Jiahong Xu
PatchSR: Achieving HD Video Streaming with Pre-downloaded Universal SR Models. 343-350
Session 8 - Image Processing and Application
- Xinrui Kang
Graph Attention Based Variational Adversarial Graph Generation Method. 351-357 - Xiong Zhao
Continuity Rotation Representation for Head Pose Estimation without Keypoints. 358-363 - Yunming Liu
PLNNet: Parameter-learning Neural Network for Global Optimization of Light Field Depth Estimation. 364-369 - Xiaoling Hu
Improving Optical Flow Estimation Accuracy by Correlation Volumes Attention. 370-375 - Mingxiang Li
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
Knowledge Graph Embedding Method Based on Entity Metric Learning. 381-387 - Yao Liang
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
Research on the Method Matching of Manufacturing Service Resources in a Cloud Manufacturing Environment. 398-407 - Weijie Yao
A Method for Flow Field Reconstruction based on Fourier Neural Operator Network. 408-412 - Yang Long
Efficient Source Inference in Large-Scale Networks based on Community Detection. 413-418 - Fan Li
An Empirical Perspective on Learning-to-rank. 419-424 - Songchuan Zhang
Matrix-type Recurrent Neural Network For Fast Solving Complex-variable ℓ1-norm Optimization. 425-429 - Shenghua Wang
The Effect of Female Selfie-Editing on Mate Selection Criteria: A Chain Mediation Effect. 430-436 - Hao Tang
Microservice Anomaly Diagnosis with Graph Convolution Network Based on Implicit Microservice Dependency. 437-441 - Xin Li
Semi-supervised Text Similarity Recognition based on Adjusted-Jaccard and LDA. 442-451
Session 10 - Text and Voice Recognition
- Junwei Zhou
A Decoupled Language Model Based on Contrastive Attention Mechanism for Scene Text Recognition. 452-458 - Chen Wang
A Biological Population Threshold Coding with Robust Feature Extraction and Neuronal Jitter for SNN-based Speech Recognition. 459-465 - Yan Pan
Few-Shot Named Entity Recognition via Label-Attention Mechanism. 466-471 - Chenquan Dai
A Survey on Deep Learning for Chinese Medical Named Entity Recognition. 472-476 - Yixuan Zhang
MeDict-GP: An Accurate Entity Recognition Model Combining Medical Domain Knowledge and Globalization Ideas. 477-483 - Hong Jiang
An Improved Quad-Array Trie Algorithm for Website Sensitive Word Detection. 484-490
Session 11 - Language Model and Text Analysis
- Yang Yu
Research on enterprise text classification methods of BiLSTM and CNN based on BERT. 491-495 - Yilin Guo
A Method for Extracting Documents for Theft Crime Based on Deep Learning. 496-503 - Junyan Qiu
SynDG: Syntax-aware Dialogue Generation. 504-510 - Deqing Zhang
Research on Text Sentiment Analysis of Movie Reviews Based on BERT Model. 511-514 - Jarod Govers
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
CopyFormer: A Transformer Text Generation model combined with Pointer Network. 529-534
Session 12 - Software Test and Security Analysis
- Zuhui Hu
Research on Remote Intelligent Monitoring System for Online Examination Based on Gaze Direction Classification. 535-540 - Jianhui Li
Analysis and Design of Cloud-Based Healthcare and Wellness Intervention Platform. 541-547 - Fanggeng Tang
Software Defect Prediction using Multi-scale Structural Information. 548-556 - Jun Wang
CustomHalide - A new plugin of clang for loop optimization. 557-567 - Vilho James Iipinge
Automated Methodology for Classifying Non-functional Requirements: Challenges, Validation Aspects & New Research Directions. 568-575 - Binhui Tang
APT Detector: Detect and Identify APT Malware Based on Deep Learning Framework. 576-583 - Xiang Wang
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
The Influence of the Uncertainty on Drones' Cognition in Unmanned Aerial Vehicles Communication Network. 589-594 - Yiying Zhang
Localized Differential Privacy-based Data Privacy Protection Scheme for Home Smart Meters. 595-599 - Feng Yang
Multiple-Model Filtering For Nonlinear Estimation. 600-605 - Mengdie Xu
SE-CNN Attention Structure for Quantitative EEG-Based Assessment of VR Motion Sickness. 606-611 - Bailing Zhang
Automatic Identification and Location of Paroxysmal Atrial Fibrillation Based on Single Heartbeat from Dynamic Electrocardiogram. 612-618 - Lixia Zhou
Sound Source Localization by Combining Phase Consistency and Angle Deviation. 619-623 - Juncheng Chen
Financial Time Series Trading using DDPG Considering Multi-scale Features. 624-630
Session 14 - Intelligent Algorithm Design and Optimization Calculation
- Xiaodong Zang
Early Prediction of Heart Disease via LSTM-XGBoost. 631-637 - Huijing Dou
Spatial Smoothing Algorithm Based on Virtual Array Extended Translation. 638-643 - Xiaodong Chang
Dynamic Graph Convolutional Transformer for Short-term Wind Speed Forecasting. 644-649 - Lei Zhou
Multi-scale Attention Enhancement for Arbitrary Style Transfer via Contrast Learning. 650-656 - Yuansai Wu
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
Multi-state Aperiodic Inspection-based Maintenance Strategy Optimization using Real-time Data. 670-677 - Xuancheng Jin
Adaptive Random Forest with Dynamic Detectors for Evolving Data Stream Classification. 678-684 - Jing Wang
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
LN-PCA: Differential Privacy Protection of Medical Data Based on Principal Component Analysis Adding Laplace Noise. 697-701 - An Wen
Sampled Feature Replay and Multilayer Knowledge Distillation for Class-Incremental learning. 702-708 - Gang Wang
Collaborative Global-Local Networks for Fine-Grained Few-shot Learning. 709-714 - Wanyi Feng
Dynamic Trust Evaluation Algorithm for Blockchain Empowered FinTech. 715-719 - Chunhui Du
Topology Construction with Minimum Total Time for Geo-Distributed Decentralized Federated Learning. 720-726 - Zhaolin Lai
A golden-sine strategy based honey badger algorithm for flexible job shop scheduling problem. 727-732 - Keyu Wu
Stable Control Policy and Transferable Reward Function via Inverse Reinforcement Learning. 733-742 - Siyuan Peng
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
Multi-target Coverage for UAV Swarms Using Density Clustering with Quadratic Perturbation Strategy. 752-758 - Feng Yang
LIEO-SAM-Iris: Tightly-coupled Lidar Inertial Encoder Odometry via Smoothing and Mapping based on Iris loop closure. 759-764 - Pengju Yuan
SOC Estimation of Lithium-ion Battery Based on Attention Mechanism of EMD-Bi-LSTM Improving by Bayesian Optimization. 765-774 - Yimei Chen
Research on adaptive formation control of mobile robot based on improved virtual spring method. 775-780 - Xiaofan Zhao
Development and Design of a Dancing Robot System Based on Phonetic Control and 3D Gesture Interaction. 781-786 - Jie Cheng
Automatic Measuring of Complex Walk and Simplest 555 Chip Chaos. 787-792 - Yuchang Su
ECenterDet: An Efficient Anchor-free Detector. 793-799 - Hengran Wang
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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