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ORCIDICCAI 2022: Tianjin, China
- ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18 - 21, 2022. ACM 2022, ISBN 978-1-4503-9611-0
Session 1 - Machine Learning
- Chenxi Zhu, Chunyu Wang, Yajuan Feng, Wei Huang:
DeepTpNet: A Deep Learning Approach to Identify Cancer Subtypes Based on Multi-omics Data. 1-5 - Zhongyu Zhang, Yanqing Hu, Qing Ye:
LR-SGD: Layer-based Random SGD For Distributed Deep Learning. 6-11 - Han Li, Wenhui Fan:
Removal Rate Prediction of Multiway Material Data Using the Deep Learning Approach. 12-17 - Jie Zhang, Runhao Jiang, Rong Xiao, Rui Yan:
Dynamic Resistance Based Spiking Actor Network for Improving Reinforcement Learning. 18-23 - Peiyao Hu, Binjing Ge, Yirong Liu, Wei Huang:
Energy-constrained Crystals Wasserstein GAN for the inverse design of crystal structures. 24-31 - Hao-Yue Sun, Ying Zhong, Da-Han Wang:
Attention-based Deep Learning Methods for Document Layout Analysis. 32-37
Session 2 - Next Generation Neural Network Theory and Applications
- Li Li, Yanni Wang:
A Robust Recognition Method for Automotive Manufacturing Based on Deep Neural Networks. 38-45 - Zifu Yan, Yongjun Wang, Haoran Xu:
NNSMT: Deep Neural Networks for SMT Solvers Fuzzing. 46-53 - Longqing Ye:
Dynamic Clone Transformer for Efficient Convolutional Neural Netwoks. 54-61 - Kai Qian, Jing Wang, Wenjing Yang, Miao Liu:
Binaural Sound Source Localization based on Neural Networks in Mismatched HRTF Condition. 62-67 - Kai Liu, Cong Liu:
Linear Substitution Pruning: Consider All Filters Together. 68-75
Session 3 - Intelligent Computing and Algorithms
- Yanqing Hu, Qing Ye, Huan Fu
, Jiancheng Lv:
Sparse DARTS with Various Recovery Algorithms. 76-82 - Mi Li, YuanYuan Wang, Shengfu Lu:
A Subordinate Multi-Swarm Particle Swarm Optimization Algorithm based on the Dynamic Random Cooperative Learning Strategy. 83-88 - Chuangbang Zhang, Qinghai Wang:
Redefinitions of Basic Operations on Picture Fuzzy Sets. 89-97 - Jing Jiang, Lingling Zhou, Lingxiao Qu:
Coded Distributed Computing Schemes via Grouping Method. 98-103 - Kexin Lv, Zheng Sun, Fan He, Xiaolin Huang, Jie Yang:
One-shot Distributed Algorithm for Generalized Eigenvalue Problem. 104-109 - Zhaoming Lv:
An Effective Approach for Large Ontology Matching Using Multi-objective Grasshopper Algorithm. 110-116 - Shengfu Lu, Jixin Han, Mi Li:
Particle Swarm Optimization Algorithm with Mirror-image Inertia Weight. 117-122
Session 4 - Computer Model and Data Computing
- Yanxia Wei, Qinghai Wang:
Distance for Dual Hesitant Fuzzy Granular Structures and Its Application in Clustering Algorithm. 123-130 - Xiaoluo Zhang:
Research on Credit Risk Forecast Model Based on Data Mining Technology. 131-136 - Jiaming Cui, Shuo Zhao, Xin Sun:
An Association Rule Mining Algorithm for Clinical Decision Support. 137-143 - Xiangrong Han, Binhui Wang, Guoliang Jiao, Liang Wen, Zhenni Li:
Brain Tumor Grading Prediction and Brain Health Management Based on Multi-Physiological Data Fusion. 144-151 - Yongjia Lei, Zhiying Cui, Yuer Yang, Xiangjie Wang:
STDAPM: Spatial and Temporal Distribution Analysis and Prediction Model of Bee Species based on Grey Model. 152-157 - Binjing Ge, Peiyao Hu, Shuai Jiang, Wei Huang:
Applying neural network force field on water nucleation. 158-164 - Yang Yan, Guozheng Yang, Yan Gao, Cheng Zang, Jiajun Chen, Qiang Wang:
Multi-Participant Vertical Federated Learning Based Time Series Prediction. 165-171 - Qingnian Wang, Xinyi He, Li Wu, Yanfei Zeng:
A Computational Trust Model Based on Hyperledger Fabric Blockchain. 172-180
Session 5 - Speech Recognition and Natural Language Processing
- Yixun Liu, Chuyi Zou, Yongheng Wang:
Distil Knowledge from Natural Language. 181-186 - Yajing Lin, Dong Liang, Xinrui Kang:
Small-sample Multi-choice Reading Comprehension Method Based on Semantic Interaction and Domain Adaptation. 187-192 - Yingxue Tao, Zhenhua He, Yuhang Zhang:
Analysis of public sentiment tendency in COVID-19 period based on GA-BiLSTM. 193-199 - Shoukang Han, Neng Gao, Xiaobo Guo, Yiwei Shan:
Aggregating Heterogeneous Neighbors and Node Types for Numerical Reasoning over Text. 200-206 - Yash Kumar, Piyush Maheshwari, Shreyansh Joshi, Veeky Baths:
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease. 207-213 - Xuan Cao, Maoshen Jia, Lu Li, Tun-Wen Pai:
Speech Emotion Recognition by using Philips Fingerprint and Spectral Entropy. 214-220 - Delin Wu, Baoqing Deng, Xiutian Zhuang:
Design of Speech Recognition Robot. 221-227
Session 6 - Software and Information Engineering
- Zhongbo Hu, Suzhen Wang, Lisha Hu, Yongchen Deng:
Optimization of task unloading strategy based on Game Theory in cloud edge collaborative system. 228-234 - Weixiang Zhang, Rui Dong, Bo Wei, Huiying Zhang, Sihong Wang, Fengju Liu:
Test Case Prioritization Based on Simulation Annealing Algorithm. 235-240 - Haitao Liu, Bo Ye, Zhi Qin, Jing Zhang:
The High-Performance Solution with Federated Learning in Supply Chain System. 241-245 - Juan Fang, Zixuan Nie, Li'ang Zhao:
PACP: A Prefetch-aware Multi-core Shared Cache Partitioning Strategy. 246-251 - Yujia Tao, Kun Meng:
URL Based File Inclusion Attack Behavior Analysis and An Autoencoder Detection Model. 252-258 - Chun-Ming Tang, Peng Tao, Yan Li:
Design and Generalization of Enterprise Knowledge Graph. 259-264 - Youquan Zhang, Xuwen Li, Qiang Wu, Jie Liu:
Design and Implementation of Automatic Testing Software Based on Labview and TestStand. 265-273
Session 7 - Intelligent Recommendation System
- Xiangliang Zhang, Yangli Jia, Zhenling Zhang, Qi Kang, Yongchen Zhang, Hongling Jia:
Improving End-to-End Biomedical Question Answering System. 274-279 - Stepán Balcar, Ladislav Peska, Peter Vojtás:
Hierarchical Portfolios in Recommender Ecosystems: Multi-level aggregations of heterogeneous ensembles integrating long-term and short-term motivations. 280-285 - Suchang Luo, Yonghui Yang, Kun Zhang, Peijie Sun, Le Wu, Richang Hong:
Self-Supervised Cross Domain Social Recommendation. 286-292 - Yang Leng, Dehong Qiu:
Using Approximately Coupled Tensor Factorization to Model Changing User Preferences for Movie Recommendations. 293-300 - Yuhang Zhang, Zhenhua He, Yingxue Tao:
Design and Implementation of Epidemic Prevention and Control Measures Recommendation System Based on K-means Clustering Algorithm. 301-306 - Xiaojun Xie, Xihuang Zhang, Honggang Luo, Tao Zhang:
Similarity-based Multi-Relational Attention Network for Social Recommendation. 307-317
Session 8 - Text Recognition and Classification
- Yonghao Dong, Zhenmin Yang, Hui Cao:
A Text Classification Model Based on GCN and BiGRU Fusion. 318-322 - Bingxin Xue, Cui Zhu, Xuan Wang, Wenjun Zhu:
The Study on the Text Classification Based on Graph Convolutional Network and BiLSTM. 323-331 - Changhua Ji, Tao Zhang, Jiayi Mao, Li Zhang:
Lightweight Text Matching Method with Rich Features. 332-337 - Jian Cao, Yang Gao, Heyan Huang:
A Prototype-Based Few-Shot Named Entity Recognition. 338-343 - Yuefeng Wu, Ying Zhong, Da-Han Wang, Xueke Chi:
Dynamic Updating of Partial Feature Maps for Image-based Real-Time Recognition of Online Handwritten Chinese Text. 344-349 - Jiandun Li, Na Li, Liu Yang, Pengpeng Zhang:
Identifying review spam with an unsupervised approach based on topic abuse. 350-356
Session 9 - Pattern Recognition
- Yinan Wang, Rongchuan Cao, Shuguang Li, Chuang Shao, Hong Cheng:
Autonomous Driving-Oriented Cognitive Map Lane Generation and Location Recognition Algorithm. 357-362 - Xinlei Wei, Yexuan Zhu, Luyao Wang, Chengrui Li, Jia Guo:
Semantic-Based Deep Learning Algorithm for Vehicle Re-identification. 363-367 - Minzhong Wu, Lei Wang, Guodong Li:
Crowd Emotion Recognition Based on Causal Spatiotemporal Structure. 368-374 - Junfei Tang, Luming Zhang:
An Adaptive Feature Recognition Algorithm and Its Hardware Accelerator for Arc Fault Recognition: The hardware accelerator of the algorithm is improved from the discrete wavelet transform algorithm and is used for power grid arc fault detection. 375-379 - William Penaflor Rey, Ronaldo Antalan Juanatas:
Towards a Performance Optimization of Mobile Automated Fingerprint Identification System (MAFIS) for the Philippine National Police. 380-386 - Xingxing Cheng, Xianfeng Ding, Jie Zhang, Mingyan Liu, Kexin Chang, Junyi Wang, Changyuan Zhou, Ji Yuan:
Multi-stage Floor Plan Recognition and 3D Reconstruction. 387-393 - Yongjie Zhou, Dahan Wang:
Exploring Joint Information of Multi-Scales for Vehicle Re-Identification. 394-399 - Bo Li, Wentao Yu, Junhua Zhang, Xudong Luo:
An automatic method for landmark identification of the 3D vertebrae. 400-406 - Yingdi Zhao, Guangmin Sun:
Multi Strategy fusion pedestrian re-recognition method for community. 407-411
Session 10 - Object Detection and Tracking
- Xiaowen Liu, Jichang Guo, Sida Zheng:
Weakly-supervised Salient Object Detection with Label Decoupling Siamese Network. 412-418 - Chenwei Dong, Junlei Zhou, Weipeng Wen, Si Chen:
Deep Learning Based Multi-Target Multi-Camera Tracking System. 419-424 - Thani Jintasuttisak, Andrew Leoncé, Moayyed Sher Shah, Tamer Khafaga, Greg Simkins, Eran A. Edirisinghe:
Deep Learning based Animal Detection and Tracking in Drone Video Footage. 425-431 - Yingjie Liang, Yueying Han, Feng Jiang:
Deep Learning-based Small Object Detection: A Survey. 432-438 - HuiHui Yu, Xiong Liu, Hanxiang Qin, Ling Yang, Yingyi Chen:
Automatic Detection of Peeled Shrimp Based on Image Enhancement and Convolutional Neural Networks. 439-450 - Xuandong Huang, Li Gu, Dongzhe Xu, Jingsong He:
A Perimeter Alert Surveillance system based on pedestrian detection and dual-threshold selection for local binocular ranging. 451-457 - Huang Huang, Si Chen, Da-Han Wang, Huarong Xu:
Twofold Siamese Network with Attentional Feature Fusion for Object Tracking. 458-463 - Shadrack Fred Mahenge, Stephen Manko Wambura, Licheng Jiao:
A Modified U-Net Architecture for Road Surfaces Cracks Detection. 464-471 - Junyu Tang, Xin Zheng, Qiang Wu, Jinling Cui:
A Real-time UAV Object Detection System Design with FPGA Implementation. 472-477 - Dong Jin, Wenzheng Li, Zhigang Sun, Xiao Li:
Fabric Defect Defection based on Lightweight Convolutional Denoising Auto-Encoder. 478-483 - Bo Jin, Tao Zhang, Tang Bin, Qin Hao Zhang:
An Object Detector based on Bi-directional Feature Pyramid Network and Faster R-CNN. 484-490
Session 11 - Image Segmentation
- Zhihao Liao, Kai Xu, Neng Fan:
Swin Transformer Assisted Prior Attention Network for Medical Image Segmentation. 491-497 - Jun Wu, Shuang Liu, Zhitao Xiao, Fang Zhang, Lei Geng:
Region Segmentation of Retina OCT Image Layer Based on MS-UNet. 498-504 - Lei Gong, Da-Han Wang, Yun Wu, Haili Ye, Chenyan Zhu:
Interactive Semantic Segmentation With Weak Supervision. 505-510 - Nan Chen, Yi Zhao, Jun Li, Danni Yang, Shucheng Zhou, Lanyan Xue:
The U-NET Via Batch Norm Model for Optic Disc Extraction and Segmentation in Retinal Image. 511-514 - Yi Yan, Da-Han Wang, Haili Ye, Shunzhi Zhu, Jianmin Li:
CDE-Net: A semi-supervised nucleus instance segmentation method based on center deviation estimation. 515-521
Session 12 - Image Classification
- Dongze Li, Banghua Yang, Jun Ma, Wenzheng Qiu:
Three-Class Motor Imagery Classification Based on SELU-EEGNet. 522-527 - Lin Wu Zhang, Jie Gao, Rui Zi Liu, Yu Ze Liang:
Classification Method of Motor Imagination EEG Based on STOA-VMD Parameter Optimization. 528-533 - Zhenjia Gong, Bo Peng, Ao Shen, Yan Gong, Jingzhong Zhang, Song Lang, Yanwei Zhang, Linyu Xu, Hanqing Zheng, Yakang Dai, Chunying Pang:
Attention-Based Densely Connected Convolutional Network for Chromosome Classification. 534-540 - Li Yan:
Transfer Learning for An Transformer-Enhanced ResNet34 Model. 541-545 - Sasakorn Pichetjamroen, Ekkachan Rattanalerdnusorn, Thanonchai Leelaruji, Chalee Vorakulpipat:
A Comparative Study of 2D Image Anti-Spoofing Classification on Time Attendance Platform. 546-551 - Shangzhi Wu, Ning Xia, Yixuan Ren, Zhining Wang:
A Classification Prediction Method using Rough Set and Decision Tree. 552-557
Session 13 - Intelligent Detection Technology and Application
- Linquan Xu, Zhipeng Ji, Xiang-Dong Zhou, Yu Shi:
Prohibited items detection on X-ray images with multi-task learning. 558-565 - Xin Sun, Hongchao Zheng, Zheng Tang:
Historical Information-Based Intent Detection for Multiturn Dialogue. 566-572 - Shiyi Huang, Xiaojie Dong, Yifan Wang, Longhuan Yang:
Detection of Insulator Burst Position of Lightweight YOLOv5. 573-578 - Shichao Yan, Lubin Chen, Chunyu Wang, Yang Liu, Peng Zhai, Lihua Zhang:
Re-synthesis Anomaly Detection Framework for Driving Scenes Guided by Uncertain Metrics. 579-584 - Zhenyu Fang, Yongliang Zhang, Xiaoguang Qiu, Yingkun Xu, Zhan Shi:
SF-DPN: A Dual Path Network for Authenticity Detection of the Signed Fingermark on Legal Documents. 585-591 - Jiaxin Liu, Xuke Zhong, Yuzhong Zhong, Xuchen Lu, Shengchuan Li, Rui Guo, Songyi Dian:
MU-Net: An efficient algorithm for foreign objects detection in electric equipment. 592-596 - Yunho Kim, Honguk Woo:
Integrating A Deep Learning-based Plane Detector in Mobile AR Systems for Improvement of Plane Detection. 597-602
Session 14 - Computer Vision and Visualization
- Yanxia Wei, Hairong Xiao, Deying Feng, Jian Mu, Jie Yang:
Aggregating Correlation Filter with Multiple Kernels Learning for Robust Visual Object Tracking. 603-609 - Yilin Hu, Libiao Jin, Xuekun Jiang:
A GCN-Based Framework for Generating Trailers. 610-617 - Lang Wu, Ruoyu Jia, Kai Zhong, Zhongwei Li, Junyun Shang, Hua Luo:
A Robust and Accurate Post-Validation Voting Scheme for Ranking 3D Correspondences. 618-624 - Deying Feng, Jie Yang, Yanxia Wei, Hairong Xiao, Laigang Zhang:
An Unsupervised Person Search Method for Video Surveillance. 625-630 - Hui Liu, Jianming Wang:
Accurate Human Mesh Reconstruction from a Video with Transformer Based Encoder. 631-638 - Di Kang, Xin Zheng, Qiang Wu, Jinling Cui:
Infrared and visible image fusion based on edge-preserving filter and weighted least square optimization. 639-649 - Hongxing Qin, Jiayi He:
PointCNNVis: A visual analysis system for the interpretability of PointCNN. 650-656
Session 15 - Digital Image Processing Technology and Application
- Jia Chun Koo, Yan Chai Hum, Khin Wee Lai, Wun-She Yap, Swaminathan Manickam, Yee-Kai Tee:
Deep Machine Learning Histopathological Image Analysis for Renal Cancer Detection. 657-663 - Tianyu Li, Guangxu Li, Fangting Li, Chen Zhang:
A SuperPoint-based Method for Automatic Stitching of Corneal Nerve Microscopy Images. 664-669 - Wei Gao, Liyang Yu, Yuanyuan Du, Songfeng Lu:
Single Image 3D Reconstruction Based on Attention Mechanism and Graph Convolution Network. 670-676 - Bin Xu, Weiran Li, Qing Zhu:
A Facial Expression Synthesis Method Based on Generative Adversarial Network. 677-681 - Wanying Li, Li Gu, Dongzhe Xu, Jingsong He:
Suspect Region Extraction Method for Line Corridor Smoke Foreground Separation. 682-688 - Siqi Tang, Congying Han, Tiande Guo, Mingqiang Li:
Reinforcement Learning of Graph Matching. 689-697 - Bo Li, Song Li, Jie Yang:
Multi-task Semi-supervised Learning Framework for Surgical Instrument Pose Estimation. 698-704 - Chao Wu, Bin Shao Wu:
An Multi-Sensors 3D Detection Network Using Guidance-Point-Based Feature Fusion. 705-710 - Haoran Ma, Jianming Wang, Yukuan Sun, Qi Wang:
PU-LNGCN: Multi-scale Design of Point Cloud Upsampling Using Graph Convolutional Networks. 711-718 - Gen Wang, Qing-Shan Liu, Hai-Yang Zhou, Na Wan, Lin Ren, Ying-Xue Li, Jie Zhou, Guang Yang:
Design and Research of Parallel Image Information Processing Platform Based on VPX: In This paper, The network topology of the VPX bus standard is studied, and the author proposes and implements a more efficient way. 719-725
Session 16 - Signal Detection and Analysis
- Shiyuan Wang, Xingcong Zhao, Guangjie Yuan, Wenhui Li, Guangyuan Liu:
The Establishment and Application of a Micro-expression Dataset with EEG Signals. 726-729 - Changjiang Tang, Qiang Wu, Xuwen Li, Jie Liu:
Design of Signal Source Board Based on PXIe Standard. 730-733 - Weilun Fang, Qinghua Huang, Zhengyu Chen:
A Deep Learning Method for DOA Estimation with Normalized Features in Reverberant Environment. 734-738 - Chaoqiang Ren, Dengfeng Liu:
Light PaDiM for Unsupervised Defect Detection and Location: Aiming at the lack of unsupervised defect detection and location methods with fast, high precision and low memory in the field of industrial defect detection, a light Patch Distribution Modeling (PaDiM) method is proposed. 739-744 - Hu Liu, Qiang Wu, Jie Liu:
Design of Multi-channel and 500Mhz Matrix Switcher. 745-750 - Lingyu Si, Gang Li, Changwen Zheng, Fanjiang Xu:
Self-supervised Representation Learning for the Object Detection of Marine Radar. 751-760 - Haidong Zhang, Xuwen Li, Qiang Wu:
Anti-rotation GNSS signal tracking algorithm based on symmetric dual antennas. 761-766
Session 17 - Network and Communication Systems
- Yinan Wang, Yingzhou Guan, Shuguang Li, Jiajun Wu, Hong Cheng:
Fusion Perception of Vision and Millimeter Wave Radar for Autonomous Driving. 767-772 - Lubin Chen, Shichao Yan, Mingyang Sun, Zhongwei Yang, Peng Zhai, Lihua Zhang:
Spatial-Temporal Attention Networks for Vehicle Trajectory Prediction. 773-778 - Jie Wang, Qiang Zhang:
Cost-Effective Task Scheduling Strategy in Vehicular Cloud Computing. 779-785 - Qiang Wu, Qiyong Yang, Xin Zheng:
A Multi-Task Model for Sea-Sky Scene Perception with Information Intersection. 786-792 - Lixing Peng, Qiang Wu, Jinling Cui, Jie Liu:
Design and Implementation of Wireless Multi-hop Ad Hoc Network Protocol. 793-797 - Xiaojuan Bai, pan pan Cao, Zhijie Jin:
Power Control Algorithm based on Non-Cooperative Game in Cognitive Radio Underlay Mode. 798-803 - Yinan Wang, Rongchuan Cao, Shuguang Li, Chunxiang Shan, Hong Cheng:
Unmanned Vehicle Localization Algorithm Incorporating Visual-Inertial SLAM and Mapped Road Information. 804-809
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