Prof. HOU Junhui (侯軍輝)
Research Output
- 2017
- Published
Sparse representation for colors of 3D point cloud via virtual adaptive sampling
HOU, J., Chau, L., He, Y. & Chou, P. A., 19 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers, Inc., p. 2926-2930 7952692. (International Conference on Acoustics, Speech, and Signal Processing (ICASSP)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 23 - Published
Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain
Mei, S., Bi, Q., Ji, J., Hou, J. & Du, Q., Jun 2017, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 10, 6, p. 2910-2921 12 p., 7835224.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 25 Sparse Low-Rank Matrix Approximation for Data Compression
Hou, J., Chau, L., Magnenat-Thalmann, N. & He, Y., May 2017, In: IEEE Transactions on Circuits and Systems for Video Technology. 27, 5, p. 1043-1054 7368899.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 31- Published
Immersive and collaborative Taichi motion learning in various VR environments
He, T., Chen, X., Chen, Z., Li, Y., Liu, S., Hou, J. & He, Y., 4 Apr 2017, Proceedings - IEEE Virtual Reality. IEEE Computer Society, p. 307-308 7892299Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 18 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- Published
Video Summarization via Simultaneous Block Sparse Representation
Ma, M., Mei, S., Wan, S., Hou, J., Wang, Z. & Feng, D., 2017, 2017 International Conference on Digital Image Computing : Techniques and Applications (DICTA). Institute of Electrical and Electronics Engineers, Inc., p. 676-682Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - 2016
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., 7820905Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1How 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 7729857Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1Integrating 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 7730321Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 64Graph-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 7868540Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8Sparse 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. 7552922Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1Robust 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 7532684Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis
Mei, S., Bi, Q., Ji, J., Hou, J. & Du, Q., 1 Jun 2016, In: IEEE Geoscience and Remote Sensing Letters. 13, 6, p. 796-800 7450142.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 22Facial Position and Expression-Based Human-Computer Interface for Persons With Tetraplegia
Bian, Z., Hou, J., Chau, L. & Magnenat-Thalmann, N., May 2016, In: IEEE Journal of Biomedical and Health Informatics. 20, 3, p. 915-924 7058374.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 29Low-latency compression of mocap data using learned spatial decorrelation transform
Hou, J., Chau, L., Magnenat-Thalmann, N. & He, Y., 1 Mar 2016, In: Computer Aided Geometric Design. 43, p. 211-225Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10- 2015
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 7169260Research 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 7169253Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1Human motion capture data tailored transform coding
Hou, J., Chau, L., Magnenat-Thalmann, N. & He, Y., 1 Jul 2015, In: IEEE Transactions on Visualization and Computer Graphics. 21, 7, p. 848-859 7042272.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 26Fall detection based on body part tracking using a depth camera
Bian, Z., Hou, J., Chau, L. & Magnenat-Thalmann, N., 1 Mar 2015, In: IEEE Journal of Biomedical and Health Informatics. 19, 2, p. 430-439 6804646.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 216Compressing 3-D human motions via keyframe-based geometry videos
Hou, J., Chau, L., Magnenat-Thalmann, N. & He, Y., 1 Jan 2015, In: IEEE Transactions on Circuits and Systems for Video Technology. 25, 1, p. 51-62 6826514.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 31