3 Publications
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ALL the papers can be downloaded from: https://pan.baidu.com/s/19ffOzvqk2BI4nx10vJurxw
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2022
Yan Tian, Tao Chen, Guohua Cheng, Shihao Yu, Xi Li, Jianyuan Li, Bailin Yang*, Global Context Assisted Structure-aware Vehicle Retrieval. IEEE Transactions on Intelligent Transportation Systems, 23(1), 2022: 165-174. (SCI TOP, CCF-B, IF=9.55)
Yan Tian, Yujie Zhang, Huayi Xu, Jianfeng Han, Wei-Gang Chen, Dongsheng Liu, Yiwen Ge, Huiyan Wang*. 3D Tooth Instance Segmentation Learning Objectness and Affinity in Point Cloud. ACM Transactions on Multimedia Computing Communications and Applications, 18(4), 2022: 1-16. (CCF-B, IF=4.09)
Dongsheng Liu, Yan Tian*, Yujie Zhang, Judith Gelernter, and Xun Wang. Heterogeneous Data Fusion And Loss Function Design for Tooth Point Cloud Segmentation. Neural Computing and Applications, 2022, 34(20): 17371-17380. (SCI Q2, IF=5.60)
Dongsheng Liu, Yan Tian*, Zhaocheng Xu, Guotang Jian. Handling Occlusion in Prohibited Item Detection from X-ray Images. Neural Computing and Applications, 2022, 34(22): 20285-20298. (SCI Q2, IF=5.60)
Peng Wang, Yan Tian*, Nali Liu, Jialei Wang, Shuangming Chai, Xun Wang, Ruili Wang. Tooth Surface Design Combining Semantic Guidance, Confidence, And Structure Coherence. IET Computer Vision, 2022, 16(8): 727-735. (SCI Q4, IF=1.95)
彭宸婕, 田彦*, 王嘉磊, 江腾飞, 任午令, 王勋, 杨柏林. 结合几何一致性的图卷积颈缘线形变网络. 计算机辅助设计与图形学学报. 2022, 34(9): 1460-1468. (CCF-A中文期刊)
Rui Zhang, Yan Tian, Zhaocheng Xu, Dongsheng Liu*. Design of Anchor Boxes and Data Augmentation for Transformer-based Vehicle Localization. Journal of Visual Communication and Image Representation, 2023, 90: 103711. (SCI Q3, IF=2.88)
Rui Zhang, Yan Tian, Dongshegn Liu*. Uncertainty Region Discovery and Model Refinement for Domain Adaptation in Road Detection. IEEE Intelligent Transportation Systems Magazine, 2023, 15(2): 128-136. (SCI Q2, IF=5.29)
Wanting Ji, Ruili Wang, Yan Tian, Xun Wang. An attention based dual learning approach for video captioning. Applied Soft Computing, 2022, 117: 108332. (SCI TOP, IF=8.26)
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2021
Di Zhou, Yan Tian*, Wei-Gang Chen, Gang Huang. “Self-Supervised Saliency Estimation for Pixel Embedding in Road Detection”, IEEE Signal Processing Letters, 28(8), 2021: 1325-1329. (SCI Q2, IF=3.10)
徐照程, 田彦*, 何林阳, 王黎, 王永强. 结合难例增强的肺结核级联检测网络. CAD&CG, 2021.
刘娜丽, 田彦*, 江腾飞, 王勋, 杨柏林. 基于环境信息挖掘的体素形变网络. GDC, 2021.
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2020
Yan Tian, Guohua Cheng, Shihao Yu, Judith Gelernter, Chao Song, Bailin Yang*. Joint Temporal Context Exploitation and Active Learning for Video Segmentation. Pattern Recognition, 100, 2020: 107158. (CCF-B, IF=7.19)
Yan Tian, Yujie Zhang, Di Zhou, Guohua Cheng, Wei-Gang Chen, Ruili Wang*. Triple Attention Network for Video Segmentation. Neurocomputing, 2020, 417: 202-211. (SCI Q2, IF=5.77)
Xun Wang, Yan Tian*, Xuran Zhao, Tao Yang, Judith Gelernter, Jialei Wang, Guohua Cheng, and Wei Hu. Improving Multiperson Pose Estimation by Mask-aware Deep Reinforcement Learning. ACM Transactions on Multimedia Computing, Communications, and Applications, 16(3), 2020, in press. (CCF-B, IF=4.09)
Guohua Cheng*, Hongli Ji, Yan Tian. Walking on Two Legs: Learning Image Segmentation with Noisy Labels. Uncertainty in Artificial Intelligence (UAI), 2020. (CCF-B, 142/515=27.5%) (Oral)
Guohua Cheng*, Jingliang Cheng, Mengyan Luo, Linyang He, Yan Tian, and Ruili Wang. Effective and Efficient Multitask Learning for Brain Tumor Segmentation. Journal of Real-time Image Processing, 2020, 17: 1951-1960. (SCI Q4, IF=2.29)
Zhe Chen, Hongmin Gao, Zhen Zhang, Helen Zhou, Xun Wang*, YanTian. Underwater salient object detection by combining 2D and 3D visual features. Neurocomputing, 2020, 391: 249-259. (SCI Q2, IF=4.43)
Book: 计算机视觉前沿发展 : 目标检测专题 / 田彦主编. — 杭州 : 浙江工商大学出版社, 2019.12，ISBN 978-7-5178-3629-2
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2019
Yan Tian, Judith Gelernter, Xun Wang*, Jianyuan Li, and Yizhou Yu. Traffic Sign Detection Using a Multi-Scale Recurrent Attention Network. IEEE Transactions on Intelligent Transportations Systems, 20(12), 2019: 4466-4475. (SCI TOP, CCF-B, IF=9.55)
Yan Tian, Xun Wang*, Jiachen Wu, RuiliWang, Bailin Yang. Multi-scale Hierarchical Residual Network for Dense Captioning. Journal of Artificial Intelligence Research, 64, 2019: 181-196. (CCF-B, IF=3.63)
Yan Tian*, Wei Hu, Hangsen Hang, Jiachen Wu*. Densely Connected Attentional Pyramid Residual Network for Human Pose Estimation. Neurocomputing, 347, 2019:13-23. (SCI Q2, IF=5.77)
Yan Tian, Yifan Cao, Wei Hu, Jiachen Wu, Chao Song, Tao Yang*. Multi-cue Combination Network for Action-based Video Classification. IET Computer Vision, 13(6), 2019: 542-548. (SCI Q4, IF=1.51)
Bailing Yang, Shulin Sun, Jianyuan Li, Xianxuan Lin, and Yan Tian*. Traffic Flow Prediction Using LSTM with Feature Enhancement. Neurocomputing, 332, 2019: 320-327. (SCI Q2, IF=5.77, ESI highly cited paper)
Wei-Gang Chen, Yuxuan Chen, Xun Wang, Yan Tian, RunYi Yu. A learning-based method for lane detection using regionlet representation. IET Intelligent Transport Systems, 13(12), 2019: 1745-1753. (SCI Q4, IF=2.05)
Wanting Ji, Yirui Wu, Xiaozhong Ji, Yan Tian, Helen Zhou. CASR: A Context-aware Residual Network for Single Image Super-Resolution. Neural Computing and Applications, 2019: 1-16. (CCF-C, IF=4.77)
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2018
Yan Tian, Kaili Zhang, Jianyuan Li, Xianxuan Lin, and Bailing Yang*. LSTM Based Traffic Flow Prediction with Missing Data. Neurocomputing, 318, 2018: 297-305. (SCI Q2, IF=5.77, ESI highly cited paper)
Yan Tian, Judith Gelernter, Xun Wang*, Weigang Chen, Junxiang Gao, Yujie Zhang, and Xiaolan Li. Lane Marking Detection via Deep Convolutional Neural Network. Neurocomputing, 280, 2018: 46-55. (SCI Q2, IF=5.77)
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2017
Yan Tian, Huiyan Wang, and Xun Wang*. Object Localization via Evaluation Multi-task Learning. Neurocomputing, 253, 2017: 34-41. (SCI Q2, IF=5.77)
Wei-Gang Chen*, Xun Wang, and Yan Tian. A two-stage algorithm for the early detection of zero-quantized discrete cosine transform coefficients in High Efficiency Video Coding. EURASIP Journal on Image and Video Processing, 2017. (SCI Q4 IF=1.74)
Bailin Yang, Zhaoyi Jiang, Yan Tian, Jiantao Shangguan, Chao Song, Yibo Guo and Minglinang Xu. A Novel Dynamic Mesh Sequence Compression Framework for Progressive Streaming. International Conference on Virtual Reality and Visualization (ICVRV), 2017: 49-54.
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2016
Yan Tian, Gang Huang, Huiyan Wang, and Xun Wang*. Multi-task Network Combing Multi-Level Information for Object Localization. International Conference on Chinagraph 2016, Hangzhou, P.R.China, 2016.
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2013
Yan Tian*, Leonid Signal, Fernando de La Torre, and Yonghua Jia. Canonical Locality Preserving Latent Variable Model for Discriminative Pose Inference. Image and Vision Computing, 31(3), 2013: 223-230. (SCI Q3, IF=3.10)
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2011
Yan Tian*, Yuan Shi and Yong Liu, “Inferring 3D Body Pose Using Variational Semi-Parametric Regression”, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011. (Oral)
H Ji*, R Liu, F Su, Z Su, Yan Tian, “Robust head pose estimation via convex regularized sparse regression”, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011.
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2010
Yan Tian*, Leonid Sigal, Hernan Badino, Fernando de la Torre and Yong Liu, “Latent Gaussian Mixture Regression for Human Pose Estimation”, Asian Conference on Computer Vision (ACCV), Queenstown, New Zealand, 2010. (Oral)
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2009