Prof. HOU Junhui (侯軍輝)

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework

Chen, J., Tan, C., Hou, J., Chau, L. & Li, H., Jun 2018, Proceedings: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2018. Institute of Electrical and Electronics Engineers, Inc., p. 6286-6295 10 p. 8578756. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 158

Random forest with suppressed leaves for hough voting

Liang, H., Hou, J., Yuan, J. & Thalmann, D., Mar 2017, (Online published) Computer Vision: 13th Asian Conference on Computer Vision, ACCV 2016, Revised Selected Papers. Sato, Y., Lai, S., Nishino, K. & Lepetit, V. (eds.). Springer Verlag, Vol. 10113 LNCS. p. 264-280 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10113 LNCS).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 5

Sparsifying orthogonal transforms with compact bases for data compression

Hou, J., Liu, H., Chau, L., He, Y. & Chen, J., Dec 2016, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers, Inc., 7820905

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 1

How to fully explore the low-rank property for data recovery of hyperspectral images

Mei, S., Bi, Q., Ji, J., Hou, J. & Du, Q., 1 Nov 2016, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers, Inc., Vol. 2016-November. p. 3314-3317 7729857

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 1

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification

Mei, S., Ji, J., Bi, Q., Hou, J., Du, Q. & Li, W., 1 Nov 2016, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers, Inc., Vol. 2016-November. p. 5067-5070 7730321

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 64

Graph-based transform for data decorrelation

Hou, J., Liu, H. & Chau, L., Oct 2016, International Conference on Digital Signal Processing, DSP. Institute of Electrical and Electronics Engineers, Inc., p. 177-180 7868540

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 8

Sparse two-dimensional singular value decomposition

Hou, J., Chen, J., Chau, L. & He, Y., 25 Aug 2016, Proceedings - IEEE International Conference on Multimedia and Expo. IEEE Computer Society, Vol. 2016-August. 7552922

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 1

Robust laplacian matrix learning for smooth graph signals

Hou, J., Chau, L., He, Y. & Zeng, H., 3 Aug 2016, Proceedings - International Conference on Image Processing, ICIP. IEEE Computer Society, Vol. 2016-August. p. 1878-1882 7532684

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 5

A linear dependent rate-quantization model for scalable video enhancement layer encoding

Hou, J., Wan, S., Ma, Z. & Chau, L., 27 Jul 2015, Proceedings - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers, Inc., Vol. 2015-July. p. 2768-2771 7169260

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Reordering-based transform for compressing human motion capture data

Hou, J., Chau, L., He, Y. & Magnenat-Thalmann, N., 27 Jul 2015, Proceedings - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers, Inc., Vol. 2015-July. p. 2740-2743 7169253

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 1

Human computer interface for quadriplegic people based on face position/gesture detection

Bian, Z., Hou, J., Chau, L. & Magnenat-Thalmann, N., 3 Nov 2014, MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia. Association for Computing Machinery, Inc, p. 1221-1224

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 3