【2024】

[1] Hong Chen, Pei Yan, Sihe Xiang ,Yihua Tan*.  Dynamic Cues-Assisted Transformer for Robust Point Cloud Registration.  CVPR 2024.

[2] Longfei Yan, Pei Yan, Shengzhou Xiong, Xuanyu Xiang, Yihua Tan*. MonoCD: Monocular 3D Object Detection with Complementary Depths. CVPR 2024.

[3]Yuan Tai , Yihua Tan *, Erbo Zou , Bo Lei, Qiang Fan , Yizhou He. Where to model the epistemic uncertainty of Bayesian convolutional neural networks for classification. Neurocomputing,2024,583(28): 127568.

[4]Yansheng Li, Junwei Luo, Yongjun Zhang, Yihua Tan, Jin-Gang Yu, Song Bai. Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery. IEEE Trans. Pattern Analysis and Machine Intelligence,2024.

[5]Zhengbiao Yang, Yihua Tan*. Global Structural Consistency Set Transformer. The 7th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2024.

[6] Shengzhou Xiong, Yihua Tan*, Guoyou Wang, Pei Yan, Xuanyu Xiang. Learning Feature Relationships in CNN Model via Relational Embedding Convolution Layer. Neural Networks,2024.

[7] Zengbiao Yang, Yihua Tan*. The Methods for Improving Large-Scale Multi-View Clustering Efffciency: A Survey. Artificial Intelligence Review,2024,57:153.

[8] Zengbiao Yang, Yihua Tan*, Tao Yang. Large-scale multi-view clustering via matrix factorization of consensus graph. Pattern Recognition, 2024,155,:110716.

[9] Xuanyu Xiang, Yihua Tan*, and Longfei Yan.Cloud-Guided Fusion with SAR-to-Optical Translation for Thick Cloud Removal, IEEE Transactions on Geoscience and Remote Sensing,2024.

【2023】

[1] Yuhang Zhou, Yihua Tan*, Qi Wen, Wei Wang, Lingling Li, Zhenxing Li. Deep Multimodal Fusion Model for Building Structural Types Recognition Using Multi-source Remote Sensing Images and Building-related Knowledge. IEEE Journal of of Selected Topics in Applied Earth Observations and Remote Sensing, 2023,16: 9646-9660 

[2] Yuan Tai,Yihua Tan*,Shengzhou Xiong, Jinwen Tian.Mine-distill-prototypes for complete few-shot class-incremental learning in image classification. IEEE Transactions on Geoscience and Remote Sensing, 2023,61:1-13.

[3] Liangji Zou, Yihua Tan. Collaborative Search Planning of UAV Swarms Based on Deep Reinforcement Learning. 2023 5th International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP),2023: 1184-1187.

[4] 杨亚东;黄胜一;谭毅华. 基于低秩和重加权稀疏表示的红外弱小目标检测算法.应用科学学报,2023,41(5): 753-765.

【2022】

[1] Pei Yan, Yihua Tan*, Shengzhou Xiong,Yuan Tai,  Yansheng Li*. Learning Soft Estimator of Keypoint Scale and Orientation with Probabilistic Covariant Loss, CVPR 2022 .

[2] Yuan Tai, Yihua Tan*, Shengzhou Xiong,et al. Few-Shot Transfer Learning for SAR Image Classification without Extra SAR Samples, IEEE Journal of of Selected Topics in Applied Earth Observations and Remote Sensing ,2022,15(3):2240-2253.  

[3] Pei Yan, Yihua Tan *, Yuan Tai. Repeatable Adaptive Point Via Self-Supervised Learning, SCIENCE CHINA Information Sciences, 2022, 65 (11): 212103.

[4] Yuan Tai, Yihua Tan*, Shengzhou Xiong, Jinwen Tian. Cross-domain few-shot learning between different imaging modals for fine-grained target recognition. IEEE Journal of of Selected Topics in Applied Earth Observations and Remote Sensing, 2022,15:9186-9197

【2021年】

 [1] Shengzhou Xiong, Yihua Tan*, Guoyou Wang. Explore Visual Concept Formation for Image Classification.  ICML 2021, PMLR 139:11470-11479.

 [2] Pei Yan, Yihua Tan*, Yuan Tai, Dongrui Wu, Hanbin Luo, Xiaolong Hao. Unsupervised learning framework for interest point detection and description via properties optimization. Pattern Recognition, 2021, 112: 107808.

[3]  Shengzhou Xiong, Yihua Tan, Yansheng Li*, Cai Wen and Pei Yan. Subtask Attention Based Object Detection in Remote Sensing Images. Remote Sensing, 2021,13:1925. https://doi.org/10.3390/rs13101925.

[4] Yansheng Li, Deyu Kong, Yongjun Zhang*, Yihua Tan*, Ling Chen. Robust deep alignment network with remote sensing knowledge graph for zero-shot and generalized zero-shot remote sensing image scene classification. ISPRS Journal of Photogrammetry and Remote Sensing,2021, 179 : 145–158.

[5] Yuan Tai, Yihua Tan*, Shengzhou Xiong, Jinwen Tian. Subspace reconstruction based correlation filter for object tracking. Computer Vision and Image Understanding,  ,2021,133: 103272.

【2020年】

[1] Yansheng Li , Wei Chen , Yongjun Zhang* ,  Chao Tao, Rui Xiao, and Yihua Tan*. Accurate cloud detection in high-resolution remote sensing imagery by weakly supervised deep learning. Remote Sensing of Environment,2020, 250: 112045.

[2] Laquan Li, Wei Lu, Yihua Tan* , and Shan Tan*. Variational PET/CT Tumor Co-Segmentation Integrated With PET Restoration. IEEE Transactions on Radiation and Plasma Medical Sciences, 2020, 4(1):37-49.

[3] Jian Huang, Junzhe Wang, Yihua Tan*, Dongrui Wu, Yu Cao. An Automatic Analog Instrument Reading System Using Computer Vision and Inspection Robot . IEEE Transactions on Instrumentation and Measurement, 2020, 69(9): 6322-6335.

[4] Dongrui Wu *, Ye Yuan, Jian Huang, Yihua Tan*. Optimize TSK Fuzzy Systems for Regression Problems: Minibatch Gradient Descent With Regularization, DropRule, and AdaBound (MBGD-RDA). IEEE Transactions on Fuzzy Systems, 2020,28(5):1003-1015.

[5] Yihua Tan*, Shengzhou Xiong , Pei Yan. Multi-branch Convolutional Neural Network for Built-up Area Extraction From Remote Sensing Image. Neurocomputing, 2020,396:358-374.

【2019年之前】

[1] Yihua Tan, Shengzhou Xiong, Zhi Li, Jinwen Tian, Yansheng Li*. Accurate Detection of Built-Up Areas from High-Resolution Remote Sensing Imagery Using a Fully Convolutional Networks. Photogrammetric Engineering and Remote Sensing, 2019,85(10):737-752.

[2] Yihua Tan, Zhi Li, Yuan Xiao, Na Liu . Infrared Small Target Detection Algorithm Based on Robust Tensor Decomposition Model within Bayesian Framework. 2019 IEEE International Geoscience and Remote Sensing Symposium, Yokohama Japan, 1160-1163.

[3] Yihua Tan, Hao Liang, Zengrong Guan, Airong Sun. Visual Saliency Based Ship Extraction Using Improved Bing. 2019 IEEE International Geoscience and Remote Sensing Symposium, Yokohama Japan, 1292-1295.

[4] Hao Liang, Yihua Tan. Visual Attention Guided Video Object Segmentation. 14th IEEE Conference on Industrial Electronics and Applications (ICIEA) , Xi’an China, 2019, 345-349.

[5] Yuan Xiao, Yihua Tan*. Group detection assisted by density map. 19th International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2019), Wuhan, China, 2019,11432-162.

[6] Yihua Tan, Shengzhou Xiong*, Yansheng Li. Automatic Extraction of Built-Up Areas From Panchromatic and Multispectral Remote Sensing Images Using Double-Stream Deep Convolutional Neural Networks. IEEE Journal on Selected Topics in Applied Earth Observation and Remote Sensing, 2018,11(11)：3988-4004. (SCI)

[7] Yihua Tan*, Yuan Tai, Shengzhou Xiong. NCA-Net for Tracking Multiple Objects across Multiple Cameras. Sensors, 2018,18(10):3400.   (SCI)

[8] Jin Lin, Yihua Tan*, Jinwen Tian. Coarse to fine aircraft detection from front-looking infrared images. Infrared Physics&Technology,2018,89(3):181-193. (SCI)

[9] Yihua Tan, Shengzhou Xiong,Yaming Li. Precise Extraction of Built-Up Area Using Deep Features. 2018 IEEE Geoscience and Remote Sensing Symposium,Valencia,Spain,pp 6867-6870.

[10] Yaming Li, Yihua Tan. Facial Expression Recognition Based on Semantic Patches. 2018 Chinese Automation Congress,Xi’an China.

[11] Pei Yan, Yihua Tan. Random Repeatable Network: Unsupervised Learning to Detect Interest Point. The 13th International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA 2018), Beijing,China.pp405-414.

[12] Yihua Tan, Feifei Ren, Shengzhou Xiong. Automatic Extraction of Builtup Area Based on Deep Convolution Neural Network. 2017 IEEE Geoscience and Remote Sensing Symposium ,Hawaii,USA, pp 3333-3336.

[13] Yihua Tan*, Yansheng Li, Chen  Chen, Jin-Gang Yu, Jinwen Tian. Cauchy Graph Embedding Based Diffusion Model for Salient Object Detection. Journal of the Optical Society of America A-Optics Image Science and Vision,2016, 33(5): 887-898.

[14] Yansheng Li, Yongjun Zhang, Jingang Yu, Yihua Tan, Jinwen Tian, Jiayi Ma. A novel spatio-temporal saliency approach for robust DIM moving target detection from airborne infrared image sequences. Information Sciences,2016,369(10):648-563.

[15] Yansheng Li, Chao Tao,  Yihua Tan, Ke Shang,  Jinwen Tian.Unsupervised Multilayer Feature Learning for Satellite Image Scene Classification, IEEE Geoscience and Remote Sensing Letters, 2016,13(2): 157-161.

[16]  Yihua Tan, Qingyun Li,  Yansheng Li,   Jinwen Tian. Aircraft Detection in High-Resolution SAR Images Based on a Gradient Textural Saliency Map, Sensors, 2015,15(9):23071-23094.

[38] Yansheng Li, Yihua Tan*,    Jin-Gang Yu,   Shengxiang Qi, Jinwen Tian.  Kernel regression in mixed feature spaces for spatio-temporal saliency detection, Computer Vision and Image Understanding, 2015, 135:126-140.

[17] Yansheng Li,   Yihua Tan*,    Yi Li,   Shengxiang  Qi,   Jinwen  Tian. Built-Up Area Detection From Satellite Images Using Multikernel Learning, Multifield Integrating, and Multihypothesis Voting. IEEE Geoscience and Remote Sensing Letters, 2015,12(6): 1190-1194.

[18] Yansheng  Li, Yihua Tan*,  Jianjin  Deng,    Qi Wen,   Jinwen Tian. Cauchy Graph Embedding Optimization for Built-Up Areas Detection From High-Resolution Remote Sensing Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(5), pp 2078-2096, 2015/5/15. (SCI)

[19] Jingang Yu,  Ji Zhao,  Jinwen Tian,  Yihua Tan*.  Maximal Entropy Random Walk for Region-Based Visual Saliency.  IEEE Transactions on Cybernetics,2014, 44(9): 1661-1672.

[20] Chao Tao, Yihua Tan,  Zheng-rong Zou, Hierarchical Method of Urban Building Extraction Inspired by Human Perception, Photogrammetric Engineering and Remote Sensing  ,2013,  79 (12):1109-1119. 

[21] Chao Tao, Yihua Tan, Huajie Cai, Jinwen Tian. Airport Detection from Large IKONOS Images Using Combination of SIFT Local Feature and Region Information.  IEEE Geoscience and Remote Sensing Letter,2011,8(1):128-133. 

[22]  Xin Tian,   Lin Wu, Yi-Hua Tan, Jin-Wen  Tian. Efficient Multi-Input/Multi-Output VLSI Architecture for Two-Dimensional Lifting-Based Discrete Wavelet Transform, IEEE Transactions On Computers,2011, 60(8):1207-1211.