Sen XIANG (向森)

Sen Xiang's photo 

Chutian (Hubei Provincal) Scholar (楚天学子)
Associate Professor

School of Information Science & Engineering
Wuhan University of Science & Technology (WUST)
Wuhan, P. R. China

Contact

Office: Room 502, Teaching Building 10#
E-mail: xiangsen [at] wust [dot] edu [dot] cn

About me

I received my Ph.D. degree (supervised by Prof. Li YU ) from Huazhong University of Science and Technology in 2016. During 2013.9-2014.9, funded by the China Scholarship Concil, I visited the State University of New York at Buffalo as a joint traning Ph. D student, where the co-advisor is Prof. Chang Wen CHEN . Currently, I am an associate professor in the School of Information Science and Engineering, Wuhan University of Science and Technology. I was awarded as a Chutian (Hubei Provincial) scholar (楚天学子) in 2017.

Looking for students

I am looking for highly motivated graduate students, and/or undergraduate interns to work on research projects of plant image processing and detection. If you are interested in the topic and have a solid mathematical progamming skills, please contact me via email! 欢迎有意攻读硕士研究生的同学和我联系。

Research

  • Structured light 3D reconstruction

  • Texture and depth image processing

  • Machine Learning

Education

  • Sep.2010~Jun.2016: PhD, School of Electronics Information and Communication, Huazhong University of Science and Technology, Wuhan, China

  • Sep.2006~Jun.2010: B.S, Dept. of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan, China

Visiting

  • Sep.2013~Sep. 2014: Visiting scholar, Dept. of Computer Science and Engineering, University at Buffalo, the State Unitersity of New York, Buffalo, NY, USA. Funded by China Scholarship Concil
    Supervisor: Prof. Chang Wen CHEN (IEEE Fellow, SPIE Fellow)

Projects (as PI)

  • National Natural Science Foundation of China (61702384)

  • Natural Science Foundation of Hubei Province (2017CFB348)

  • Research Foundation of Hubei Educational Committee (Q20171106)

  • Research Foundation for Young Scholars of WUST (2017xz008)

Publications

  • S Xiang, Z Huang, H Deng, et al., Adaptive pattern fusion for multi-reflectivity objects in fringe projection profilometry, Optics and Lasers in Engineering, 2023, Accepted  

  • Wang Z, S Xiang, Zhou C, et al. DeepMethylation: a deep learning based framework with GloVe and Transformer encoder for DNA methylation prediction[J]. Peerj, 2023, 11.

  • S Xiang, Liu L, Deng H, et al. Fast depth estimation with cost minimization for structured light field[J]. Optics Express, 2021, 29(19): 30077-30093.

  • S Xiang, L Liu, H. Deng et al., Fast Geometry Estimation for Phase-coding Structured Light Field, Visual Communication and Image Processing Conference, pp.124-127, 2020

  • S Xiang, Huiping Deng, Jin Wu and Changjian Zhu, Absolute phase unwrapping with SVM for fringe-projection profilometry, IET Image Processing, 14 (12), 2645-2651, 2020

  • S Xiang, Qiong Liu, Huiping Deng, Jin Wu and Li Yu, Deformed Phase Prediction Using SVM for Structured Light Depth Generation, 2020 International Conference on Multimedia Modeling (MMM), pp 267-278

  • Sen Xiang, You Yang, Huiping Deng, Jin Wu, and Li Yu, Multi-anchor spatial phase unwrapping for fringe projection profilometry, Optics Express 27(23) 33488-33503

  • S Wang, H Wang, S Xiang, L Yu, Densely connected convolutional network block based autoencoder for panorama map compression. Signal Processing: Image Communication, in press, 2019

  • S Wang, L Yu, S Xiang, A Low Complexity Compressed Sensing-Based Codec for Consumer Depth Video Sensors, IEEE Transactions on Consumer Electronics, vol. 65, no. 4, pp. 434-443, Nov. 2019.

  • W. Ai, S. Xiang, L. Yu, "Robust depth estimation for multi-occlusion in light-field images," Opt. Express 27, 24793-24807, 2019

  • S Xiang, H Deng, L Zhu, J Wu, L Yu, Exemplar-based depth inpainting with arbitrary-shape patches and cross-modal matching, Signal Processing: Image Communication 71, 56-65, 2019

  • S Xiang, H Deng, J Wu, L Zhu, L Yu, Hybrid one-shot depth measuring for stereo-view structured light systems, 2018 IEEE Visual Communications and Image Processing (VCIP), 1-4, 2018

  • S Xiang, H Deng, L Yu, J Wu, Y Yang, Q Liu, Z Yuan, Hybrid profilometry using a single monochromatic multi-frequency pattern, Optics Express 25 (22), 27195-27209

  • S Wang, L Yu, S Xiang, Z Xiong, Fault-tolerance based block-level bit allocation and adaptive RDO for depth video coding, 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), 2017

  • G Zhong, S Xiang, P Zhou, L Yu, Spatially adaptive tensor total variation-tikhonov model for depth image super resolution, IEEE Access 5, 13857-13867, 2017

  • C Zhu, L Yu, Z Yan, S Xiang, Frequency Estimation of the Plenoptic Function Using the Autocorrelation Theorem, IEEE Transactions on Computational Imaging 3 (4), 966-981, 2017

  • S Xiang, L Yu, CW Chen, No-reference depth assessment based on edge misalignment errors for T+D images, IEEE Transactions on Image Processing 25 (3), 1479-1494, 2016

  • L Li, S Xiang, Y Yang, L Yu, Multi-camera interference cancellation of time-of-flight (TOF) cameras, 2015 IEEE International Conference on Image Processing (ICIP), 556-560,2 015

  • S Xiang, L Yu, Y Yang, Q Liu, J Zhou, Interfered depth map recovery with texture guidance for multiple structured light depth cameras, Signal Processing: Image Communication 31, 34-46, 2015

  • S Xiang, J Xue, L Yu, CW Chen, No-reference depth quality assessment for texture-plus-depth images, 2014 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2014

  • S Xiang, L Yu, Q Liu, Z Xiong, A gradient-based approach for interference cancelation in systems with multiple Kinect cameras, 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 13-16, 2013

  • L Yu, S Xiang, H Deng, P Zhou, Depth based view synthesis with artifacts removal for FTV, 2011 Sixth International Conference on Image and Graphics (ICIG), 506-510, 2011

Professional Services

  • Serve as Associate Editor

    • IET Image Processing

    • Plos ONE

  • Serve as Reviewer

    • IEEE The Journal of Selected Topics in Signal Processing

    • IEEE Transactions on Circuits and Systems for Video Technology

    • IEEE Transactions on Visualization and Computer Graphics

    • IEEE Transactions on Multimedia

    • IEEE Signal Processing Letters

    • Neurocompting

    • Journal of Visual Communication and Image Representation

    • Signal Processing: Image Communication

    • IET Image Processing

    • IET Signal Processing

    • IEEE Access

    • Optics Express

    • Applied Optics

    • Digital Signal Processing

  • Program Committee Member

    • IEEE VCIP 2016, 2017, 2019

    • IEEE ICASSP 2019

    • IEEE ICME 2019, 2022

    • MMM 2020, 2021

  • Member of

    • Institute of Electrical and Electronics Engineers (IEEE)

    • China Association of Artificial Intelligence (CAAI)

    • China Society if Image and Graphics (CSIG)