Free HTML5 Website Template

Image Processing

Key words: image enhancement, image stitching, geometry rectification, etc.

Mixed Noise Removal with Pareto Prior.
Z. Liu, L. Yu, G.-S. Xia, H. Sun.  arXiv:2008.11935, 2020.

Single Image Deraining with Continuous Rain Density Estimations.
J. He, L. Yu, G.-S. Xia, W. Yang.  arXiv:2006.03190, 2020.

Event Enhanced High-Quality Image Recovery.
B. Wang, J. He, L. Yu, G.-S. Xia, W. Yang.
European Conference on Computer Vision (ECCV), 2020.

Implicit Euler ODE Networks for Single-Image Dehazing.
J. Shen, L. Yu, W. Yang, G.-S. Xia.
IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPR-workshop) - V4AS, 2020.

Learning to Calibrate Straight Lines for Fisheye Image Rectification.
Z.-C Xue, N. Xue, G.-S. Xia, W. Shen.
IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2019: 1643-1651.

Fisheye Distortion Rectification from Deep Straight Lines.
Z.-C. Xue, N. Xue, G.-S. Xia  arXiv:2003.11386, 2020.

A generic framework for the structured abstraction of images.
N. Faraj, G.-S. Xia, J. Delon and Y. Gousseau.
Expressive-NPAR 2017, July 29-30, Los Angeles, USA, 2017.

Globally consistent correspondence of multiple feature sets using proximal Gauss-Seidel relaxation.
J.-G. Yu, G.-S. Xia, A. Samal, J. Tian.
Pattern Recognition, Vol.51, pp.255–267, 2016.

Image stitching by line-guided local warping with global similarity constraint.
T. Xiang, G.-S. Xia, X.Bai, L. Zhang.
Pattern Recognition, Vol.83, pp.481–497, 2018.

Locally warping-based image stitching by imposing line constrains.
T. Xiang, G.-S. Xia and L. Zhang.
IEEE International Conference on Pattern Recognition (ICPR): Cancun, Mexico, 2016.

Image stitching with perspective-preserving warping.
T.Xiang, G.-S. Xia, L. Zhang.
ISPRS 2016 - XXIII ISPRS Congress: Prague, Czech Republic, 2016.

Finding edges of buildings via a junction process in high-resolution remotely sensed images.
B. Xu, N. Xue, G.-S. Xia, L. Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS): Milan, Italy, 2015.

Compositional boosting for computing hierarchical image structures.
T.-F. Wu, G.-S. Xia, S.-C. Zhu.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR): Minnesota, USA, June, 2007.