XiangtaoZheng's Homepage
|
|
Ph.D, Professor College of Physics and Information Engineering, Fuzhou University No. 2 Xue Yuan Road ,University Town, FuZhou 350108, Fujian, P.R. China Email: xiangtaoz@gmail.com; zhengxiangtao@fzu.edu.cn |
Education
2014-2017 Ph.D., Signal and Information Processing, University of Chinese Academy of Sciences
2011-2014 M.S., Signal and Information Processing, University of Chinese Academy of Sciences
2007-2011 B.S., Communication Engineering, Henan University
Experience
2023-now Professor, Fuzhou University
2020-2023 Associate Professor, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences
2017-2020 Assistant Professor, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences
Publications
[1] X. Zheng*, H. Cui, and X. Lu, "Multiple Source Domain Adaptation for Multiple Object Tracking in Satellite Video," IEEE Transactions on Geoscience and Remote Sensing, 2023. Code
[2] N. Yuan, B. Sun, and X. Zheng*, "Unsupervised Real Image Super-resolution via Knowledge Distillation Network," Computer Vision and Image Understanding, vol. 234, Sep. 2023.
[3] X. Zheng*, H. Cui, C. Xu, and X. Lu, "Dual Teacher: A Semi-Supervised Co-Training Framework for Cross-Domain Ship Detection," IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-12, 2023. Code
[4] Y Zhang, X. Zheng*, X Lu, "Remote Sensing Image Retrieval by Deep Attention Hashing with Distance-Adaptive Ranking," Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 4301-4311, Apr. 2023.
[5] X. Zheng, X. Chen, and X. Lu* "Visible-Infrared Person Re-Identification via Partially Interactive Collaboration," IEEE Transactions on Image Processing, vol. 31, pp. 6951-6963, Nov. 2022.
[6] Y. Zhang, X. Zheng*, and X. Lu, "Remote Sensing Cross-Modal Retrieval by Deep Image-Voice Hashing," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 9327-9338, Oct. 2022.
[7] X. Zheng, H. Sun, X. Lu*, and W. Xie, "Rotation-Invariant Attention Network for Hyperspectral Image Classification," IEEE Transactions on Image Processing, vol. 31, pp. 4251-4265, May 2022. Code
[8] C. Xu, X. Zheng*, and X. Lu, "Multi-Level Alignment Network for Cross-Domain Ship Detection," Remote Sensing, vol. 14, no. 10, pp. 2389, 2022. Code
[9] T. Gong, X. Zheng*, and X. Lu, "Meta Self-Supervised Learning for Distribution Shifted Few-Shot Scene Classification," IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 6510005, May 2022.
[10] X. Zheng, T. Gong, X. Lu*, and X. Li, "Human Action Recognition by Multiple Spatial Clues Network," Neurocomputing, vol. 483, pp. 10-21, Apr. 2022.
[11] X. Chen, Y. Zhang, X. Zheng*, and X. Lu, "Remote Sensing Scene Classification by Local–Global Mutual Learning," IEEE Geoscience and Remote Sensing Letters, vol. 19, 2022.
[12] Y. Zhang, X. Zheng*, and X. Lu, "Pairwise Comparison Network for Remote Sensing Scene Classification," IEEE Geoscience and Remote Sensing Letters, vol. 19, 2022. Code
[13] X. Zheng, T. Gong, X. Li, and X. Lu*, "Generalized Scene Classification from Small-Scale Datasets with Multi-Task Learning," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 2022.
[14] X. Zheng, W. Chen, and X. Lu*, "Spectral Super-Resolution of Multispectral Images Using Spatial-Spectral Residual Attention Network," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 2022. Code
[15] W. Chen, X. Zheng*, and X. Lu, "Semi-Supervised Spectral Degradation Constrained Network for Spectral Super-Resolution," IEEE Geoscience and Remote Sensing Letters, vol. 19, 2022. Code
[16] X. Zheng, X. Chen, X. Lu*, and B. Sun, "Unsupervised Change Detection by Cross-Resolution Difference Learning," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 2022.
[17] X. Zheng, B. Wang, X. Du, and X. Lu*, "Mutual Attention Inception Network for Remote Sensing Visual Question Answering," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 2022. Dataset
[18] H. Ning, X. Zheng*, X. Lu, and Y. Yuan, "Disentangled Representation Learning for Cross-Modal Biometric Matching," IEEE Transactions on Multimedia, vol. 24, pp. 1763-1774, 2022.
[19] X. Zheng, Y. Zhang, Y. Zheng, F. Luo, and X. Lu. "Abnormal Event Detection by Weakly-supervised Temporal Attention Network," CAAI Transactions on Intelligence Technology, pp. 1-13, 2021.
[20] X. Du, X. Zheng*, X. Lu, and A. Doudkin, "Multisource Remote Sensing Data Classification With Graph Fusion Network," IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 12, pp. 10062–10072, Dec. 2021.
[21] T. Gong, X. Zheng*, and X. Lu, "Cross-Domain Scene Classification by Integrating Multiple Incomplete Sources," IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 12, pp. 10035–10046, Dec. 2021.
[22] S. Wang, Y. Yuan, X. Zheng*, and X. Lu, "Local and correlation attention learning for subtle facial expression recognition," Neurocomputing, vol. 453, pp. 742-753, Sep. 2021.
[23] Z. Zheng, J. Chen, X. Zheng*, and X. Lu, "Remote Sensing Image Generation From Audio," IEEE Geoscience and Remote Sensing Letters, vol.18, no. 6, pp. 994-998, Jun. 2021.
[24] W. Chen, X. Zheng*, and X. Lu, "Hyperspectral Image Super-Resolution with Self-Supervised Spectral-Spatial Residual Network," Remote Sensing, vol. 13, no. 7, pp. 1260, Mar. 2021.
[25] H. Sun, X. Zheng*, and X. Lu, "A Supervised Segmentation Network for Hyperspectral Image Classification," IEEE Transactions on Image Processing, vol. 30, pp. 2810-2825, Feb. 2021.
[26] X. Chen, X. Zheng*, and X. Lu, "Bidirectional Interaction Network for Person Re-Identification," IEEE Transactions on Image Processing, vol. 30, pp. 1935-1948, Jan. 2021.
[27] H. Ning, X. Zheng*, Y. Yuan, and X. Lu, "Audio Description from Image by Modal Translation Network," Neurocomputing, vol. 423, pp. 124-134, Jan. 2021.
[28] X. Zheng, L. Qi, Y. Ren, and X. Lu*, "Fine-grained Visual Categorization by Localizing Object Parts with Single Image," IEEE Transactions on Multimedia, vol. 23, pp. 1187-1199, 2021.
[29] Y. Zhang, X. Zheng*, Y. Yuan, and X. Lu, "Attribute-Cooperated Convolutional Neural Network for Remote Sensing Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 12, pp. 8358-8371, Dec. 2020.
[30] Y. Zheng, X. Zheng*, X. Lu, and S. Wu, "Spatial attention based visual semantic learning for action recognition in still images," Neurocomputing, vol. 413, pp. 383-396, Nov. 2020.
[31] X. Zheng, Y. Zhang, and X. Lu*, "Deep Balanced Discrete Hashing for Image Retrieval," Neurocomputing, vol. 403, pp. 224-236, Aug. 2020.
[32] X. Lu, T. Gong, and X. Zheng*, "Multisource Compensation Network for Remote Sensing Cross-Domain Scene Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 4, pp. 2504-2515, Apr. 2020.
[33] H. Sun, X. Zheng*, X. Lu, and S. Wu, "Spectral-Spatial Attention Network for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no.5, pp. 3232-3245, May 2020. Code
[34] X. Lu*, B. Wang, and X. Zheng, "Sound Active Attention Framework for Remote Sensing Image Captioning," IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 3, pp. 1985-2000, Mar. 2020.
[35] B. Wang, X. Zheng*, B. Qu, and X. Lu, "Retrieval Topic Recurrent Memory Network for Remote Sensing Image Captioning," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 256-270, Feb. 2020.
[36] X. Zheng, X. Chen, and X. Lu* "A Joint Relationship Aware Neural Network for Single-Image 3D Human Pose Estimation," IEEE Transactions on Image Processing, vol.29, pp. 4747-4758, Feb. 2020.
[37] H. Sun, S. Li, X. Zheng*, and X. Lu, "Remote Sensing Scene Classification by Gated Bidirectional Network," IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 1, pp. 82-96, Jan. 2020.
[38] S. Wu, J. Fang, X. Zheng*, and X. Li, "Sample and Structure-Guided Network for Road Crack Detection," IEEE Access, vol. 7, pp. 130032-130043, 2019.
[39] X. Lu*, H. Sun, and X. Zheng, "A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 10, 7894-7906, Oct. 2019.
[40] B. Wang, X. Lu*, X. Zheng, and X. Li, "Semantic Descriptions of High-Resolution Remote Sensing Images," IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 8, pp. 1274-1278, Aug. 2019.
[41] X. Zheng, Y. Yuan, and X. Lu*, "A Deep Scene Representation for Aerial Scene Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 7, 4799-4809, July 2019.
[42] X. Zheng, Y. Yuan, and X. Lu*, "Hyperspectral Image Denoising by Fusing the Selected Related Bands," IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 5, pp. 2596-2609, May 2019.
[43] X. Lu*, W. Ji, X. Li, and X. Zheng, "Bidirectional Adaptive Feature Fusion for Remote Sensing Scene Classification," Neurocomputing, vol. 328, pp. 135-146, Feb. 2019.
[44] X. Lu*, B. Wang, X. Zheng, and X. Li, "Exploring Models and Data for Remote Sensing Image Caption Generation," IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 4, pp. 2183-2195, Apr. 2018.
[45] X. Lu*, X. Zheng, and Y. Yuan, "Remote Sensing Scene Classification by Unsupervised Representation Learning," IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 9, pp. 5148-5157, Sep. 2017.
[46] X. Zheng, Y. Yuan, and X. Lu*, "Dimensionality Reduction by Spatial-Spectral Preservation in Selected Bands," IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 9, pp. 5185-5197, Sep. 2017.
[47] Y. Yuan, X. Zheng, and X. Lu*, "Hyperspectral Image Super Resolution by Transfer Learning," Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 5, pp. 1963-1974, May 2017.
[48] X. Lu*, Y. Yuan, and X. Zheng, "Joint Dictionary Learning for Multispectral Change Detection," IEEE Transactions on Cybernetics, vol. 47, no. 4, pp. 884-897, Apr. 2017.
[49] X. Lu*, X. Zheng, and X. Li, "Latent Semantic Minimal Hashing for Image Retrieval," IEEE Transactions on Image Processing, vol. 26, no. 1, 51-64, Jan. 2017.
[50] Y. Yuan, X. Zheng, and X. Lu*, "Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection," IEEE Transactions on Image Processing, vol. 26, no. 1, 51-64, Jan. 2017.
[51] X. Zheng, Y. Yuan, and X. Lu*, "A Target Detection Method for Hyperspectral Image Based on Mixture Noise Model," Neurocomputing, vol. 216, pp. 331-341, Dec. 2016.
[52] Y. Yuan, X. Zheng, and X. Lu*, "A Discriminative Representation for Human Action Recognition," Pattern Recognition, vol. 59, pp. 88-97, Nov. 2016.
[53] Y. Yuan*, X. Zheng, and X. Lu, "Spectral-Spatial Kernel Regularized for Hyperspectral Image Denoising," IEEE Transactions on Geoscience and Remote Sensing, vol. 53, no. 7, pp. 3815-3832, Jul. 2015.
[54] X. Chen, X. Zheng, K. Zhu and X. Lu, "Fully Unsupervised Person Re-Identification by Enhancing Cluster Samples," International Conference on Communication and Information Processing (ICCIP), 2021.
[55] Y. Jiao, X. Zheng, and X. Lu, "Attention-Based Multi-Branch Network for Low-Light Image Enhancement," International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE), 2021.
[56] Valentin Ganchenko, Valery Starovoitov, and X. Zheng, "Image Semantic Segmentation Based on High-Resolution Networks for Monitoring Agricultural Vegetation," International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2020.
[57] T. Gong, X. Zheng*, and X. Lu, "Remote Sensing Scene Classification with Multi-Task Learning," Proceedings of the 7th China High Resolution Earth Observation Conference (CHREOC 2020), 2020.
[58] H. Gao, Y. Yuan, and X. Zheng*, "Remote Sensing Road Extraction by Refining Road Topology," Proceedings of the 6th China High Resolution Earth Observation Conference (CHREOC 2019), pp.187-197, 2019.
Selected Awards
Ø Outstanding Paper Award for The 7th China High Resolution Earth Observation Conference
Ø Certificate Outstanding Reviewer for IJPRS
Ø Certificate Outstanding Reviewer for NeuroComputing
Professional Activities
Ø IEEE Geoscience and Remote Sensing Letters (IEEE), Associate Editor
Ø Youth Editorial Board of CAAI Transactions on Intelligence Technology
Ø Remote Sensing (MDPI), Lead Guest Editor
Ø Mathematics (MDPI), Lead Guest Editor
Ø National Remote Sensing Bulletin, Guest Editor
Ø ACAIT 2022, Publication Co-Chairs
Ø IEEE Senior Member
Ø IEEE Geoscience and Remote Sensing Society Membership
Ø China Computer Federation (CCF) Member
Ø Chinese Association for Artificial Intelligence (CAAI) Member
Ø China Society of Image and Graphics (CSIG) Member
Regular Reviewer
Ø IEEE Transactions on Geoscience and Remote Sensing
Ø IEEE Transactions on Image Processing
Ø IEEE Transactions on Cybernetics
Ø IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Ø IEEE Geoscience and Remote Sensing Letters
Ø Pattern Recognition
Ø NeuroComputing
Ø Cognitive Computation
Ø SCIENCE CHINA Information Sciences
Ø Program Committee Member: ACAIT 2021(the 5th Asian Conference on Artificial Intelligence Technology), ICCIP 2021 (International Conference on Communication and Information Processing)