Fengchao Xiong (熊凤超)
I received my bachelor degree from school of software, Shandong University, in 2014. Currently, I am pursuing my Ph.D degree in the college of computer science, Zhejiang University. I visited Wuhan University as an exchange student from September, 2011 to July, 2012 and Griffith University as a visiting scholar from November 2017 to December 2018. My research lies in computer vision and hyperspectral imaging. I am expected to graduate in September, 2019 and looking for job opportunities! I'm open to industries and academies!
- Low-rank matrix/tensor factorization, Sparse matrix/tensor representation, Dictionary learning
- Deep learning, Deep sparse coding
- Object Tracking
Deep Unfolded Iterative Shrinkage-Thresholding Model for Hyperspectral Unmixing.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS),
Material based object tracking in hyperspectral video.
Hyperspectral restoration via L0 Gradient Regularized Low-Rank Sparse Tensor factorization.
IEEE Transactions on Geoscience and Remote Sensing (TGRS),
2018 (JCR 2, Major Revision and Under Review)
Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization.
IEEE Transactions on Geoscience and Remote Sensing (TGRS),vol. 57, no. 4, pp. 2341-2357, April 2019 [PDF]
Object Tracking in Hyperspectral Videos with Convolutional Features and Kernelized Correlation Filter.
International Conference on
Smart Multimedia (ICSM), Toulon, 2018, pp. 308-319 [PDF]
Hyperspectral Imagery Denoising via Reweighed Sparse Low-Rank Nonnegative Tensor Factorization.
IEEE International Conference on Image Processing (ICIP),
Superpixel-Based Nonnegative Tensor Factorization for Hyperspectral Unmixing.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS),Valencia, 2018, pp. 6392-6395. [PDF]
Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery.
IEEE Transactions on Geoscience and Remote Sensing (TGRS), , vol. 55, no. 3, pp. 1776-1792, March 2017. [PDF][Code].
Object Tracking. 2017.12-
Hyperspectral Denoising. 2017.12-2018.5
Hyperspectral Unmixing. 2014.9-2017.12
Radar Working State Recognition. 2015.7- 2017.2
Awards & Service
Awards and Honors
Excellent Research Assistant. 2018.11
Excellent Graduate Student. 2017.9
Excellent Exchange Student Scholarship. 2012.9
Excellent Student Awards. 2012.9
National Aspiration Scholarship. 2011.9
Excellent Student Awards. 2011.9
IEEE Transactions on Multimedia(TMM)
IEEE Transactions on Image Processing(TIP)
Multimedia Tools and Applications (MTA)
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)
IET Computer Vision
The 11th IAPR International Conference on Biometrics (ICB 2018)