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ORCID5th AIPR 2022: Xiamen, China
- Proceedings of the 5th International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2022, Xiamen, China, September 23-25, 2022. ACM 2022, ISBN 978-1-4503-9689-9
Session 1 - Machine Learning
- Ruihong Jia
, Guang Yang, Min Nie, Yuanhua Liu, Meiling Zhang:
Automatic Optimization of Variational Quantum Algorithm-Based Classifiers. 1-7 - Ilya Shashkov, Alexey Zaytsev, Nikita Balabin, Evgeny Burnaev:
Transfer learning for ensembles: reducing computation time and keeping the diversity. 8-13 - Shaoshuai Lu, Long Chen, Wenjing Wang, Cai Xu, Wei Zhao, Ziyu Guan, Guangyue Lu:
A Simple Semi-Supervised Joint Learning Framework for Few-shot Text Classification. 14-21 - Wenjin Zhang, Yao Liu, Lei Li, Xiangyu Li, Jiantao Chang:
SOC Estimation of Lithium Batteries Based on Deep Learning and Particle Filtering. 22-29 - Zhe Wang, Ying Liu, Jie Fang, Daxiang Li:
Deep Learning-Based Sentiment Analysis for Social Media. 30-37 - Xiaoyan Xie, Wanqi He, Yun Zhu, Hao Xu:
Performance Evaluation and Analysis of Deep Learning Frameworks. 38-44 - Lei Qin:
A Prediction Model of Diabetes Based on Ensemble Learning. 45-51 - Yuan Feng:
Can Mental Illness Lead to Dismissal? From a Causal Machine Learning Perspective. 52-56 - Wei Liu, Rong-Yao Xu, Lang-Chao Qiao, Jin-Lu Wang, Bao-Hong Gao, Xin-Gang Yang, Wen-Tao Feng:
Express-related Counterfeit Cigarette Crime Prediction with Imbalanced Data-based Machine Learning Techniques. 57-62
Session 2 - Next Generation Neural Network and Application
- Ying Cui, Xiang Dai, Lican Dai:
Event Extraction in Vertical Domain Based on Similar Semantics and Dependency Syntax. 63-70 - Chunfa Zhang, Ning Chen, Shu Zhao:
Research on Apparel Trend Prediction Based on CNN-BiLSTM-Attention Model. 71-77 - Polina Proskura, Alexey Zaytsev:
Effective Training-Time Stacking for Ensembling of Deep Neural Networks. 78-82 - Duanquan Fan, Lei Yin, Longwen Shen:
Research on Radar Corrosion Prediction Model Based on BP Neural Network Optimized by Genetic Algorithm. 83-88 - Jiamin Gong, Jiaojiao Lu, Ruijie Gao:
Research on Raman fiber amplifier using neural network combining PSO algorithm. 89-95 - Sen Liu, Jianhua Liu:
A Differential Privacy K-Means Algorithm for Improving Privacy Budget Allocation. 96-101 - Hengshan Zhang, Jiaxuan Xu, Di Wu, Yun Wang:
Support-based Neural Network Ensemble Method for Predicting the SoH of Lithium-ion Battery. 102-108 - Yuanhua Liu, Ziwei Wang, Xinliang Niu:
MEMS Gyroscope Temperature Compensation Based on SSA-RBF Neural Network. 109-114 - Yuanhua Liu, Ruini Li, Xinliang Niu:
Neural Network Prediction Model Based on Differential Localization. 115-120 - Zhijun Zhong, Soichiro Yokoyama, Tomohisa Yamashita, Hidenori Kawamura, Yoshimi Sato, Rei Hasegawa, Miyuki Hirasawa:
Estimation of Bus Passenger Attributes Using Swin Transformer. 121-128
Session 3 - Text Classification and Emotion Analysis
- Wei Guan, Mingrui Huang, Li Ma:
Research on the Generation of Emotional Dialogue Statements in Generative Adversarial Networks. 129-136 - Sheping Zhai, Wenqing Zhang, Dabao Cheng, Xiaoxia Bai:
Text Classification Based on Graph Convolution Neural Network and Attention Mechanism. 137-142 - Congcong You, Xiaopeng Cao, Weiwei Zhao, Guansheng Peng:
SUMSUG: Augmented Abstractive Text Summarization Model with Semantic Understanding Graphs. 143-147 - Xiao Yang, Xiaopeng Cao, Hao Liang:
Incremental Encoding Transformer Incorporating Common-sense Awareness for Conversational Sentiment Recognition. 148-153 - Kaili Wang, Xiaopeng Cao, Xiao Yang, Yuanshuo Cao:
Multi-granularity Text Semantic Matching Model Based on Knowledge Enhancement. 154-159 - Hao Liang, Xiaopeng Cao, Kaili Wang:
LGLFF: A Lightweight Aspect-Level Sentiment Analysis Model Based on Local-Global Features. 160-166 - Hao Ai, Ying Liu, Jie Fang, Sheikh Faisal Rashid:
A Method with Universal Transformer for Multimodal Sentiment Analysis. 167-172 - Fei Wang, Long Chen, Xiaohua Huang, Cai Xu, Wei Zhao, Ziyu Guan, Guangyue Lu:
Prompt and Contrastive Learning for Few-shot Sentiment Classification. 173-179 - Yongchao Yuan, Shaoqing Lv, Zhiqiang Bao, Kai Li:
A Joint Model for Text Classification with BERT-BiLSTM and GCN. 180-186 - Zhe Wang, Ying Liu, Jianning Yang:
BERT-based Multimodal Aspect-Level Sentiment Analysis for Social Media. 187-192
Session 4 - Data Analysis and Management
- Xiaofeng Yang, Ancheng Liu, Jinjin Wang:
High Speed Multi-channel Data Cache Design Based on DDR3 SDRAM. 193-196 - Chao Jia, Lili Gao, Min Li:
Research on Blockchain Consensus Algorithm for Secure Data Sharing on Industrial Internet Platform. 197-204 - Eugenio Lomurno, Alberto Archetti, Lorenzo Cazzella, Stefano Samele, Leonardo Di Perna, Matteo Matteucci:
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning. 205-214 - Haiyan Yu, Lerong Jiang:
Feature Weighted Cutset-type Possibilistic Fuzzy C-Means Clustering Algorithm. 215-221 - Xiaoying Pan, Congcong Feng, Chen Liu, Yuanzhen Mu:
An Anti-Noise Hybrid Clustering Oversampling Technique for Imbalanced Data Classification. 222-227
Session 5 - Computer Model and Intelligent Calculation
- Weiwei Zhao, Yuanshuo Cao, Congcong You:
LSIHS: Long and Short-term Recommendation Model Integrated with Hierarchical Structure. 228-235 - Xinfeng Shu, Zewei Yang:
A Bounded Model Checking Method for Concurrent Systems in xUML4MC. 236-242 - Kai Li, Jiantao Chang, Chen Wang:
Energy Consumption Prediction in Ceramic Production Process Based on a PSO-ELM Coupling Model. 243-250 - Xu He, Hengzhi Lu, Zixing Ling:
Optimization Algorithm of Spotted Hyena Based on Chaotic Reverse Learning Strategy. 251-256 - Weiran Liu, Yong Zhang, Yumei Liu:
Attention-based BiLSTM model for stock price prediction. 257-263 - Yanping Chen, Qingli Yan, Yixiao Luo:
A Target Localization For Unknown Measurement Error Model. 264-269 - Shuyan Wang, Jingjing Ma:
NMT Sentence Granularity Similarity Calculation Method Based on Improved Cosine Distance. 270-276 - Jia-Ying Zeng, Ping Lu, Kaibiao Lin:
Build an Agent-Based Model for COVID-19 Effect of Mitigation Policies. 277-284 - Yiyang Jia, Xinfeng Shu:
Visual Model Checking Distributed System. 285-291
Session 6 - Target Detection
- Xingya Yan, Yue Li, Yaxi Kuang:
Moving Object Detection Based on Truncated Nuclear Norm and 3D Total Variation. 292-297 - Qiujuan Tong, Jun Wang, Lu Huang, Jiaqi Li, Yifan Li:
Model Lightweight Method for Object Detection. 298-303 - Jiaze Sun, Siyuan Long, Xianyan Ma, Yanmei Tang:
A Model robustness optimization method based on adversarial sample detection. 304-310 - Rui Chen, Zhenzhong Li, Yuzhao Zhang, Yuehang Li:
Lightweight Improved Based on YOLOv4 Object Detection Algorithm. 311-318 - Juanyi Zheng, Pei Jie, Yuanyuan Lv, Jinyu Mu, Lirong Xing:
Research on Road Multi-scale Target Detection Method Based on Improved YOLOv5s. 319-325 - Wanyu Deng, Zhen Wang:
SN-YOLO: Improved YOLOv5 with Softer-NMS and SIOU for Object Detection. 326-330 - Yumei Liu, Yong Zhang, Weiran Liu:
A Novel Face Forgery Detection Method Based on Augmented Dual-Stream Networks. 331-337 - Zongbing Tang, Dan Yang, Junsuo Qu:
Small Object Detection Algorithm Based on RPANet and Positional Convolution Attention Mechanism. 338-344 - Pengjing Guo, Jianjun Zhao, Zizhuan Li, Xianda Ni, Daohuan Tan, Wei Bao:
Forest Fire Detection Algorithm Based on DetNet-FPN Feature Fusion Network. 345-352 - Sugang Ma, Ningbo Li, Xiaobao Yang:
Object Detection Algorithm Based on Second-Order Pooling Network and Gaussian Mixture Attention. 353-359
Session 7 - Target and Visual Tracking
- Xingya Yan, Guangrui Bai, Chaobao Tang:
An Augmented Reality Tracking Registration Method Based on Deep Learning. 360-365 - Sugang Ma, Zixian Zhang, Zhixian Zhao, Xiaobao Yang, Zhiqiang Hou:
UAV Visual Tracking Algorithm Based on Feature Fusion of the Attention Mechanism. 366-371 - Na Li, Jiale Gao, Ying Liu, Yansheng Zhu, Wenhan Jiang:
Visual Correlation Filter Tracking for UAV Based on Temporal and Spatial Regularization with Boolean Maps. 372-377 - Qingdong Huang, Chen Chen, Ran Xiao, Mei Wang, Zhuang Han:
Maneuvering Targets Tracking Method with Unknown Parameters based on Gaussian Mixture Probability Hypothesis Density. 378-383 - Xinyu Liu, Na Li, Changpei Zha, Zheng Liu, Changfeng Wan:
Lightweight Transformer Tracker: Compact and Effect Neural Network for Object Tracking with Long-Short Range Attention. 384-390 - Sugang Ma, Zhixian Zhao, Lei Zhang, Lei Pu:
Correlation Filter Based on Saliency Detection and Channel Selection for Visual Object Tracking. 391-397 - Xinyue Zhang, Yao Tang:
Research and Implementation of Multi-feature Tracking Algorithms. 398-405
Session 8 - Image Segmentation
- Rong Lan, Lekang Zhang:
Image Thresholding Segmentation Algorithm Based on Two-parameter Cumulative Residual Masi Entropy. 406-411 - Qian Wang, Jie Guo, Haonan Fang:
Nuclei Segmentation Using Cascaded Bilateral Attention U-Net. 412-418 - Xiaoyin Wang, Min Zheng:
COVID-19 Image Segmentation Algorithms Based on Conditional Generative Adversarial Network. 419-426 - Yanchao Yuan, Lu Xu, Cancheng Li, Xunming Ji, Yang Hua, Jicong Zhang:
A Transfer Learning and Image Augmentation Method for Carotid Artery Vulnerable Plaque Segmentation in Ultrasound Images. 427-434 - Nan Dai, Zhiqiang Hou, Minjie Cheng:
SECOND-Order Encoder and Restore Detail Decoder Network for Image Semantic Segmentation. 435-442 - Hao Liu, Jin-Chun Piao:
Unsupervised Domain Adaptive Semantic Segmentation Based on Improved DAFormer. 443-448 - Xiaoyu Zhang, Jungang Han, Zhe Li, Jiayu Yang, Pengyu Zhan:
A Multi-task Learning framework for Segmentation and Classification of Patellofemoral Osteoarthritis in Multi-parametric Magnetic Resonance Imaging. 449-456 - Yi Cai, Jiangying Yuan:
A Review of U-Net Network Medical Image Segmentation Applications. 457-461 - Qian Wang, Chao Kou, Peng Liu:
Keypoint Extraction of Auroral Arc Using Curvature-Constrained PointNet++. 462-467
Session 9 - Feature Extraction and Fusion
- Tao Li, Xiaoge Li, Chaodong Wang, Xianliang Li, Shuai Gao, Dan Han:
FF-KGAT: Feature Fusion Based Knowledge Graph Attention Network for Recommendation. 468-474 - Jingyao Zhang, Tao Xu:
Integrating Hybrid Features for Document-Level Event Role Extraction Method. 475-481 - Qiujuan Tong, Chan He, Jiaqi Li, Yifan Li:
Image Captioning Method Based on Layer Feature Attention. 482-488 - Ying Liu, Lu Chao, Yingying Guo, Jie Fang, Weidong Zhang:
Cross-modal retrieval based on fusion lightweight network. 489-494 - Pingan Qiao, Zhifan Hua, Dongfang Yang, Xin Miao, Zhao Xiao:
A Robust Feature Extraction Method for Heterogenous Remote Sensing Images Based on Feature Transfer. 495-501 - Shan Deng, Kaibiao Lin, Ping Lu:
A Chinese Named Entity Recognition Method Fusing Word and Radical Features. 502-508 - Lin Fan, Ruiling Yao, Zhongmin Wang:
Hypertensive Pulse Diagnosis Method Based on Hilbert-Huang Transform and Feature Fusion Dimensionality Reduction. 509-516 - Kaixuan Yang, Zhixiang Zhu, Chenwu Wang, Pei Wang:
Interaction preservation based Multi-feature fusion for video synopsis generation. 517-523 - Jiamin Gong, Shanghui Liu:
Image Fusion Based on Improved Multi-seed Region Growing and Dual Channel SCM. 524-530 - Yuting He, Jiahui Meng, Chang Heon Lee, Jianfeng Ren, Jingjin Li, Qingyu Yang, Liyu Cai, Heng Yu:
Efficient and Accurate Feature Extraction Using Local Density Detector. 531-536
Session 10 - Image Encryption Algorithm and Calculation
- Si-Peng Cheng, Xuefeng Zhang, Wen Jiang:
Image Encryption Algorithm Based on Compound Chaotic System and DNA Coding. 537-546 - Ziyi Li, Li Ma:
GA-SATIC: Semi-autoregressive Transformer Image Captioning Based on Geometric Attention. 547-554 - Yangguang Lou, Shucui Xie, Jianzhong Zhang:
Image Encryption Algorithm Based on Latin Squares and Adaptive Z-Diffusion. 555-561 - Wei Bu, Shucui Xie:
An Efficient Image Encryption Algorithm Based on Hyperchaotic and Two Times of Scrambling Diffusion. 562-571 - Fang Ren, Qiang Li, Yuge Liu, Xinyi Wang:
Reversible Data Hiding Algorithm for Binary Image Based on Sliding Window. 572-580 - Pingan Qiao, Yuan Li, Ruixue Shen:
Image Description Generation Method Based on X-Linear Attention Mechanism. 581-586 - Lu Chao, Ying Liu, Yu Hao, Jianning Yang, Daxiang Li:
Joint MLP and Pseudo-label Unsupervised Hash for Image Retrieval. 587-591 - Fang Ren, Wei Hou, Mingyu Yu, Cong Tian:
High capacity reversible information hiding algorithm based on asymmetric prediction error histogram. 592-600
Session 11 - Intelligent Image Analysis and Application Technology
- Feng Hu:
Non-intrusive Automatic 3D Gaze Ground-truth System. 601-606 - Shangjie Zhang, Yuelei Xiao:
A Novel Spatiotemporal Attention Convolutional Neural Network for Video Crowd Counting. 607-614 - Daxiang Li, Xiaotong Zeng, Ying Liu:
Criminal Scene Investigation Image Retrieval Based on Multi-bag Multi-instance Learning Algorithm. 615-622 - Yanna Liao, Tao Zhang:
Bone Age Assessment Based on Improved Deep Residual Networks. 623-630 - Pingan Qiao, Ruixue Shen, Yuan Li:
Research on Image Description Generation Method Based on G-AoANet. 631-636 - Haoyang Tang, Xin Miao, Jiakun Shi, Zhifan Hua, Dongfang Yang:
An Intelligent Registration Method of Heterogeneous Remote Sensing Images Based on Style Transfer. 637-642 - Junhao Chen, Yuzhen Niu:
No-reference Omnidirectional Image Quality Assessment via Equirectangular Convolution and Hierarchically Fusion. 643-648
Session 12 - Intelligent Recognition Technology in Images and Videos
- Wei Liu, Yan Wang, Lang-Chao Qiao, Jin-Lu Wang, Yi-ran Wei, Hai Liu, Xin-Gang Yang, Wen-Tao Feng:
Handwritten Text Recognition of Imagery Acquisition Sheet in Tobacco Industry Using an Improved CRNN Network. 649-656 - Zhiqiang Bao, Tiantian Liu:
Radar micro moving gesture recognition method based on multi-scale fusion deep network. 657-663 - Zhouzhou Wei, Yuelei Xiao:
A Dual-Task Deep Neural Network for Scene and Action Recognition Based on 3D SENet and 3D SEResNet. 664-671 - Yang-Zhun Zhou:
Fine-Grained Recognition with Incremental Classes. 672-679 - Yang Wu, Yuelei Xiao:
Image Pedestrian Re-identification Based on ShuffleNet-Beyong and Batch-DropBlock. 680-688 - Yingkai Hua, Xinmin Xu:
Patch Attention Network for Video Facial Expression Recognition. 689-694 - Lina Liu, Wei He:
Target Recognition of Laser Imaging Fuze Based on Corner Features. 695-700 - Linfeng Yang, Zhixiang Zhu, Chenwu Wang, Pei Wang, Shaobo Hei:
Joint Multi-Scale Residual and Motion Feature Learning for Action Recognition. 701-706 - Zongyu Xu, Xuebin Xu, Zihao Huang:
The Research of Retinopathy Image Recognition Method Based on Vit. 707-710 - Xiaoyan Xie, Panyu Cao, Zhaozhe Zhang:
A Dynamic Gesture Recognition Method Based on Encoded Video. 711-716 - Xiaoyan Xie, Zhaozhe Zhang:
Cross-View Gait Recognition Based on ViT and Convolution. 717-722 - Chao Liang, Xiangkui Jiang, Shuang Luo, Fei Lu, Rui Ding, Zikang Zhang:
Crop Disease Recognition Based on Attention Mechanism and Residual Structure: A Simpler Model for Crop Disease Recognition. 723-726 - Pingan Qiao, Zilu Wang:
Research on Recognition Model of Crop Diseases and Insect Pests Based on Convolutional Neural Network. 727-733 - Valeria Efimova, Viacheslav Shalamov, Andrey Filchenkov:
First Describe, Then Depict: Generating Covers for Music and Books via Extracting Keywords: This paper presents two methods to generate high resolution uncopyrighted book covers or music album covers. 734-739 - Kanza Rogeany, Chenyu Huang, Allah Rakhio Junejo, Zhuoming Li:
A Weight Initialization Method for Compressed Video Action Recognition in Compressed Domain. 740-745
Session 13 - Machine Vision and Image Model
- Wen Ping, Li Ma, Zhen Zhang, Ze Wang:
Visual Question Answering Model Based on CAM and GCN. 746-752 - Wei Guan, Zhen Zhang, Li Ma:
Multimodal Dialogue Generation Based on Transformer and Collaborative Attention. 753-760 - Kaixin He, Zhenzhen Xue:
Research on 3D Measurement Technology Based on Three Viewpoints and Phase Assistance. 761-766