主要成果发表情况概述
实验室在机器学习、深度学习方向开展系统研究,在计算机视觉中的零样本学习、多智能体轨迹预测、图像分析、信息安全、生物特征识别等方面取得成果,获得多项奖励,发表多篇国际权威期刊、会议。部分工作获国际、国内发明专利授权。
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Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Yang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You: Mutually Semantic Distillation Network for Zero-Shot Learning. CVPR, 2022: 7612-7621.
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Shiming Chen*, Ziming Hong*, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You: Attribute-guided Transformer for Zero-Shot Learning. AAAI, 2022: 330-338 .
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Shiming Chen, Guo-Sen Xie, Qinmu Peng, Yang Liu, Baigui Sun, Hao Li, Xinge You, Ling Shao: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning. NeurIPS, 2021: 16622-16634.
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Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You, Feng Zheng, Ling Shao: Feature Refinement for Generalized Zero-shot Learning. ICCV, 2021: 1106-1112.
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Ziming Hong*, Shiming Chen*#, Guo-Sen Xie, Wenhan Yang, Jian Zhao, Yuanjie Shao, Qinmu Peng, Xinge You: Semantic Compression Embedding for Generative Zero-Shot Learning IJCAI, 2022: 956-963.
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Shiming Chen, Wenjin Hou, Ziming Hong, Xiaohan Ding, Yibing Song, Xinge You, Tongliang Liu, Kun Zhang. Evolving Semantic Prototype Improves Generative Zero-Shot Learning. The Fortieth International Conference on Machine Learning, 2023.
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Heng Li,Zhang Cheng,Bang Wu,Liheng Yuan,Cuiying Gao,Wei Yuan,Xiapu Luo. Black-box Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature Information. USENIX Security 2023.
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Yuhang Wu, Tengteng Huang, Haotian Yao, Chi Zhang, Yuanjie Shao, Chuchu Han, Changxin Gao, Nong Sang. Multi-Centroid Representation Network for Domain Adaptive Person Re-ID. AAAI 2022.
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Kaifa Zhao,Hao Zhou,Yulin Zhu,Xian Zhan,Kai Zhou,Jianfeng Li,Le Yu,Wei Yuan,Xiapu Luo. Structural Attack against Graph Based Android Malware Detection. CCS 2021.
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Wenjie Wang , Yufeng Shi , Shiming Chen , Qinmu Peng , Feng Zheng, Xinge You: Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval. IJCAI 2021.
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Heng Li, Shiyao Zhou, Wei Yuan, Xiapu Luo, Cuiying Gao, Shuiyan Chen, Robust Android Malware Detection Against Adversarial Example Attacks. WWW 2021.
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Zihan Long, Jiamiao Xu, Fangzhao Wang, Chuanwu Yang, Xinge You. Common Structured Low-rank Matrix Recovery for Cross-view Classification. PRCV 2019.
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Yufeng Shi, Xinge You, Wenjie Wang, Feng Zheng, Qinmu Peng, Shuo Wang. Retrieval by Classification: Discriminative Binary Embedding for Sketch-Based Image Retrieval. PRCV 2019. [Personal Homepage]
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Yufeng Shi, Xinge You, Feng Zheng, Shuo Wang, Qinmu Peng. Equally-Guided Discriminative Hashing for Cross-modal Retrieval. IJCAI 2019. [Personal Homepage]
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Chaojian Yu, Xinyi Zhao, Qi Zheng, Peng Zhang, Xinge You. Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition. ECCV 2018. [GitHub]
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Jiamiao Xu, Xinge You, Qi Zheng, Fangzhao Wang, Peng Zhang. Robust Multi-view Subspace Learning Through Structured Low-Rank Matrix Recovery. PRCV 2018.
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Jiamiao Xu, Xinge You, Shi Yin, Peng Zhang, Wei Yuan: Robust Multi-view Common Component Learning. CCCV (3) 2017:268-279.
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Zijing Chen, Jun Li, Zhe Chen, Xinge You: Generic Pixel Level Object Tracker Using Bi-Channel Fully Convolutional Network. ICONIP (1) 2017:666-676.
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Yingyi Liang, Xin Li, Zhenyu He, Xinge You: Multiple object tracking by incorporating a particle filter into the min-cost flow model. SPAC 2017:106-111.
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Qi Zheng, Peng Zhang, Xinge You, Fangzhao Wang, Zida Liu: Hierarchical learning for salient object detection. SPAC 2017:192-197.
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Qinmu Peng, Liu R, Ouyang M, Zhao C, Fan X, Hong B, Hao Huang, Dynamic parcellation of cortical functional networks in developing preterm brains. ISMRM 2017. (Oral)
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Qinmu Peng, King Kevin, Minhui Ouyang, Hanzhang Lu, Hao Huang, Mapping of cerebral cortical microstructure characterized by non-gaussian water diffusion in aging, ISMRM 2017 (oral).
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Qinmu Peng, King Kevin, Minhui Ouyang, Hanzhang Lu, Hao Huang, Aging effects on kurtosis measures of limbic and association white matter tracts. ISMRM 2017.
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Yue Zhao, Xinge You, Yantao Wei, Shi Yin, Dacheng Tao, Yiu-ming Cheung: Multi-view Latent Space Learning Based on Local Discriminant Embedding. CCBD 2016:225-230.
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Shi Yin, Xinge You, Weiyong Xue, Bo Li, Yue Zhao, Xiao-Yuan Jing, Patrick S. P. Wang, Yuanyan Tang: A Unified Approach for Spatial and Angular Super-Resolution of Diffusion Tensor MRI. CCPR (2) 2016:312-324.
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Xinge You, Weiyong Xue, Jiajia Lei, Peng Zhang, Yiu-ming Cheung, Yuanyan Tang, Naiding Zhou: Single image super-resolution with non-local balanced low-rank matrix restoration. ICPR 2016:1255-1260.
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Weigang Guo, Xinge You, Ziqi Zhu, Yi Mou, Dachuan Zheng: Locally Linear Embedding Based Dynamic Texture Synthesis. CCCV (1) 2015:287-295.
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Shujian Yu, Weihua Ou, Xinge You, Yi Mou, Xiubao Jiang, Yuanyan Tang: Single image rain streaks removal based on self-learning and structured sparse representation. ChinaSIP 2015:215-219.
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Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu: Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning. CVPR 2015:695-704.
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Shujian Yu, Weihua Ou, Xinge You, Xiubao Jiang, Yun Zhu, Yi Mou, Weigang Guo, Yuanyan Tang, C. L. Philip Chen: Webcam-Based Visual Gaze Estimation Under Desktop Environment. ICONIP (2) 2015:457-466.
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Shujian Yu, Xinge You, Xiubao Jiang, Weihua Ou, Ziqi Zhu, Yixiao Zhao, C. L. Philip Chen, Yuanyan Tang: Generalized Kernel Normalized Mixed-Norm Algorithm: Analysis and Simulations. ICONIP (2) 2015:61-70.
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Shujian Yu, Xinge You, Kexin Zhao, Weihua Ou, Yuanyan Tang: Kernel normalized mixed-norm algorithm for system identification. IJCNN 2015:1-6.
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Weigang Guo, Xinge You, Ziqi Zhu, Weiyong Xue, Shujian Yu, Xiubao Jiang: Dynamic Texture Synthesis via Image Reconstruction. SMC 2015:1907-1911.
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Shujian Yu, Xinge You, Xiubao Jiang, Kexin Zhao, Yi Mou, Weihua Ou, Yuanyan Tang, C. L. Philip Chen: Human Heart Rate Estimation Using Ordinary Cameras under Natural Movement. SMC 2015:1041-1046.
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Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Xiubao Jiang, Fanyu You, Jixing Zou: A Noise-Robust Adaptive Hybrid Pattern for Texture Classification. ICPR 2014:1633-1638.
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Wei Zhang, Xinge You: Region description using scalable circumferential filters. SPAC 2014:263-268.
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Lu Gan, Long Zhou, Xinge You: A new GPR image de-nosing method based on BEMD. SPAC 2014:328-331.
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Yuanfeng He, Qijun Wang, Xinge You, Duanquan Xu: Adaptive intra prediction filtering (AIPF). SPAC 2014:358-362.
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Xiubao Jiang, Xinge You, Yi Mou, Shujian Yu, Wu Zeng: Gaussian latent variable models for variable selection. SPAC 2014:353-357.
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Yi Mou, Xinge You, Xiubao Jiang, Duanquan Xu, Shujian Yu: Global sparse partial least squares. SPAC 2014:349-352.
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Weihua Ou, Kesheng Zhang, Xinge You, Fei Long: Multi-view embedding learning via robust joint nonnegative matrix factorization. SPAC 2014:169-174.
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Xinge You, Qingjiang Hu, Duanquan Xu, Xiangxu Fu, Qixin Sun: Dollar bill denomination recognition algorithm based on local texture feature. SPAC 2014:269-272.
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Shujian Yu, Xinge You, Kexin Zhao, Xiubao Jiang, Yi Mou, Jie Zhu: STFT-like time frequency representations for nonstationary signal - From evenly sampled data to arbitrary nonuniformly sampled data. SPAC 2014:411-416.
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Boxuan Zhong, Zijing Chen, Xinge You, Luoqing Li, Yunliang Xie, Shujian Yu: Robust weighted coarse-to-fine sparse tracking. SPAC 2014:7-14.
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Jiajia Lei, Jindan Zhou, Mohamed Abdel-Mottaleb, Xinge You: Detection, localization and pose classification of ear in 3D face profile images. ICIP 2013:4200-4204.
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Weihua Ou, Xinge You, Pengyue Zhang, Xiubao Jiang, Ziqi Zhu, Duanquan Xu: Learning a Sparse Representation for Robust Face Recognition. ICONIP (3) 2013:233-240.
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Aminou Halidou, Xinge You: Fast pedestrian detection using BWLSD for ROI. WOCC 2013:610-615.
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Quanming Yao, Xiubao Jiang, Mingming Gong, Xinge You, Yu Liu, Duanquan Xu: Efficient Group Learning with Hypergraph Partition in Multi-task Learning. CCPR 2012:9-16.
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A. H. Khalaf,Jiang Guoxing.Scheduled-Links Multicast Routing for MANETs. Proceedings of IEEE 2nd International Conference on Computer Science and Network Technology (ICCSNT 2012),Changchun, China, 2012.
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Lu Gan, Long Zhou, Xinge You, Juan Xiao: The instantaneous frequency extraction of GPR B-scan data based on HHT method. ICMLC 2012:982-985.
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Weihua Ou, Xinge You, Yiu-ming Cheung, Qinmu Peng, Mingming Gong, Xiubao Jiang: Structured sparse coding for image representation based on L1-graph. ICPR 2012:3220-3223.
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Baochuan Pang, Long Zhou, Wu Zeng, Xinge You: Cell Nuclei Detection in Histopathological Images by Using Multi-curvature Edge Cue. CIS 2011:1095-1099.
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Wu Zeng, Long Zhou, Xiubao Jiang, Xinge You, Mingming Gong: Clustering Based Image Denoising Using SURE-LET. CIS 2011:1303-1307.
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Jiajia Lei, H. Hatem, Long Zhou, Xinge You, Patrick Shen-Pei Wang, Duanquan Xu: Fingerprint enhancement based on non-separable wavelet. IEEE ICCI 2010:313-317.
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Jiajia Lei, Xinge You, Long Zhou, Wu Zeng: Extracting corner-cue feature to improve minutiae-matching accuracy. ICIP 2010:3113-3116.
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Xiubao Jiang, Long Zhou, Mingming Gong, Xinge You: Long digital straight segments for fingerprint matching. ICMLC 2010:769-774.
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Qin Zhou, Long Zhou, Xinge You: Nonseparable wavelet domain BPCA for face recognition. ICMLC 2010:784-789.
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Liang Du, Xinge You, Huihui Xu, Zhifan Gao, Yuan Yan Tang: Wavelet Domain Local Binary Pattern Features For Writer Identification. ICPR 2010:3691-3694.
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Mohammed Lutf, Xinge You, Hong Li: Offline Arabic Handwriting Identification Using Language Diacritics. ICPR 2010:1912-1915.
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Qinmu Peng, Xinge You, Long Zhou, Yiu-ming Cheung: Retinal Blood Vessels Segmentation Using the Radial Projection and Supervised Classification. ICPR 2010:1489-1492.
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Bo Wang, Wei Shen, Wenyu Liu, Xinge You, Xiang Bai: Shape Classification Using Tree -Unions. ICPR 2010:983-986.
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Xin Liu, Xinge You, Yiu-ming Cheung: Texture Image Retrieval Using Non-separable Wavelets and Local Binary Patterns. CIS (1) 2009:287-291.
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Jianjun Zhang, Zhenyu He, Yiu-ming Cheung, Xinge You: Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension. IDEAL 2009:535-542.
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Jie Wu, Xinge You, Yuan Yan Tang, Yiu-ming Cheung: Palmprint identification based on non-separable wavelet filter banks. ICPR 2008:1-4.
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Jiang Guo-xing, Yang Zhi-ya. A Distributed Clustering Algorithm Based on δ-Cluster Stability for Mobile Ad hoc Networks. Proceedings of the 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing, Dalian, China, 2008: 1 – 6.
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Liang Du, Xinge You, Yiu-ming Cheung: An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression. IDEAL 2008:473-482.
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Jing Huang, Xinge You, Yuan Yan Tang: Iris recognition based on non-separable wavelet. SMC 2008:1552-1557.
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Qingyan He, Xinge You, Limin Cui, Zaochao Bao: Watermarking technique based on discrete non-separable wavelet filters. SMC 2007:3577-3582.
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Jiang Guo-xing, Liu Ming-na. A Novel Fuzzy QoS Location-aided Routing Algorithm for Mobile Ad hoc Networks. Proceedings of 2007 IEEE International Symposium on Intelligent Signal Processing and Communications Systems, Xiamen, China, 2007: 320 – 324.
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Zhenyu He, Xinge You, Yuan Yan Tang, Patrick Shen-Pei Wang, Yun Xue: Texture Image Retrieval Using Novel Non-separable Filter Banks Based on Centrally Symmetric Matrices. ICPR (4) 2006:161-164.
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Xinge You, Dan Zhang, Qiuhui Chen, Patrick Shen-Pei Wang, Yuan Yan Tang: Face Representation By Using Non-tensor Product Wavelets. ICPR (1) 2006:503-506.
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Bin Fang, Xinge You, Yuan Tang: A Novel Fusing Algorithm for Retinal Fundus Images. CIS (1) 2005:833-838.
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Xinhua You, Bin Fang, Xinge You, Zhenyu He, Dan Zhang, Yuan Yan Tang: Skeleton Representation of Character Based on Multiscale Approach. CIS (2) 2005:1060-1067.
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Xinge You, Bin Fang, Yuan Yan Tang, Luoqing Li, Dan Zhang: Axial Representation of Character by Using Wavelet Transform. FSKD (2) 2005:130-139.
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Jianwei Yang, Xinge You, Yuan Yan Tang, Bin Fang: A Watermarking Scheme Based on Discrete Non-separable Wavelet Transform. IbPRIA (1) 2005:427-434.
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Xinge You, Bin Fang, Zhenyu He, Yuan Yan Tang: A Global-to-Local Matching Strategy for Registering Retinal Fundus Images. IbPRIA (1) 2005:259-267.
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Xinge You, Bin Fang, Yuan Yan Tang, Jian Huang: Multiscale Approach for Thinning Ridges of Fingerprint. IbPRIA (2) 2005:505-512.
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Zhenyu He, Yuan Yan Tang, Bin Fang, Jianwei Du, Xinge You: A Novel Method for Off-line Handwriting-based Writer Identification. ICDAR 2005:242-246.
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Xinge You, Bin Fang, Zhenyu He, Yuan Yan Tang: Similarity Measurement for Off-Line Signature Verification. ICIC (1) 2005:272-281.
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Xinge You, Bin Fang, Yuan Yan Tang, Zhenyu He, Jian Huang: Locating Vessel Centerlines in Retinal Images Using Wavelet Transform: A Multilevel Approach. ICIC (1) 2005:688-696.
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Xinge You, Bin Fang, Yuan Yan Tang: Mosaicing the Retinal Fundus Images: A Robust Registration Technique Based Approach. ICNC (3) 2005:663-667.
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Zhenyu He, Yuan Yan Tang, Xinge You: A contourlet-based method for writer identification. SMC 2005:364-368.
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Xinge You, Bin Fang, Yuan Yan Tang: Wavelet-Based Approach for Skeleton Extraction. WACV/MOTION 2005:228-233.
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Xinge You, Jianwei Yang, Yuan Yan Tang, Bin Fang, Luoqing Li: Skeletonization of Fingerprint Based-on Modulus Minima of Wavelet Transform. SINOBIOMETRICS 2004:461-470.
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Xinge You, Yuan Yan Tang, Weipeng Zhang, Lu Sun: Skeletonization of Character Based on Wavelet Transform. CAIP 2003:140-148.
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Yuan Yan Tang, Xinge You: Wavelet Transform Approach to Skeletonization of Characters. PRIS 2003:14-21.
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Xinge You, Yuan Yan Tang: Skeleton Extraction of Ribbon-Like Shapes Based on Wavelet Transform. WAA 2003:221-227.
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Yuan Yan Tang, X. C. Feng, Xinge You, Z. W. Liao, Lu Sun: A Novel Method for Harmonic Geometric Transformation Model Based on Wavelet Collocation. ICPR (1) 2002:49-52.
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Lihua Yang, Xinge You, Robert M. Haralick, Ihsin T. Phillips, Yuan Yan Tang: Characterization of Dirac Edge with New Wavelet Transform. WAA 2001:129-138.