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Quaternion-based dynamic mode decomposition for background modeling in color videos Journal article
Computer Vision and Image Understanding, 2022
Authors:  Juan Han;  Kit Ian Kou;  Jifei Miao
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Quaternion  Dynamic Mode Composition  Background Modeling  Color Videos  
Capitalizing on RGB-FIR Hybrid Imaging for Road Detection Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 8,Page: 13819-13834
Authors:  Yigong Zhang;  Jin Xie;  Jose M. Alvarez;  Jian Yang;  Hui Kong;  Cheng-Zhong Xu
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Rgb-fir Fusion  Road Detection  Cnn  Extended Cross Model  Hierarchical Cross Model  
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Conference paper
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 22), Madrid, Spain, July 11th to 15th, 2022
Authors:  Jiandian Zeng;  Tianyi Liu;  Jiantao Zhou
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Robust Image Forgery Detection over Online Social Network Shared Images Conference paper
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, New Orleans, Louisiana, 2022-07-19
Authors:  Haiwei Wu;  Jiantao Zhou;  Jinyu Tian;  Jun Liu
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Boosting active learning via improving test performance Conference paper
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Virtual, 2022-02-22
Authors:  Tianyan Wang;  Xingjian Li;  Pengkun Yang;  Guosheng Hu;  Xiangrui Zeng;  Siyu Huang;  Cheng-Zhong Xu;  Min Xu
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The strong substructure and feature attention mechanism for image semantic segmentation Journal article
Concurrency Computation, 2022
Authors:  Zhang,Yuhang;  Ren,Hongshuai;  Yang,Wensi;  Wang,Yang;  Ye,Kejiang;  Xu,Cheng Zhong
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a Cross-channel Structure  Satellite Image Recognition  Semantic Segmentation  
Discriminator-quality evaluation GAN Journal article
IEEE Transactions on Multimedia, 2022
Authors:  Wang, Xuesong;  Jin, Ke;  Kong, Yi;  Chen, C. L.Philip;  Cheng, Yuhu
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Convergence  Discriminatorquality  Generative Adversarial Network  Generative Adversarial Networks  Generators  Image Quality  Image Quality  Linear Programming  Objective Function  Standards  Training  
Multi-stage Curvature-guided Network for Progressive Single Image Reflection Removal Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022
Authors:  Binbin Song;  Jiantao Zhou;  Haiwei Wu
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IID-Net: Image Inpainting Detection Network via Neural Architecture Search and Attention Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 3,Page: 1172-1185
Authors:  Wu, Haiwei;  Zhou, Jiantao
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Deep Neural Networks  Generalizability  Inpainting Forensics  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 9,Page: 16773-16785
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
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Asymmetric Interactions.  Cooperative Intelligent Transportation Systems  Directed Graph Convolutional Neural Network  Directed Graphs  Feature Extraction  Forecasting  Generative Adversarial Networks  Predictive Models  Topology  Trajectory  Trajectory Prediction