Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2017
  2. Published

    NONLINEAR KERNEL SPARSE DICTIONARY SELECTION FOR VIDEO SUMMARIZATION

    Ma, M., Mei, S., Hou, J., Wan, S., Wang, Z. & Feng, D., Jul 2017, Proceedings of the IEEE International Conference on Multimedia and Expo (ICME) 2017. Institute of Electrical and Electronics Engineers Inc., p. 637-642 8019387

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

    Scopus citations: 10
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  3. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 22
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  4. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 23
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  5. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 29
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  6. 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 7892299

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

    Scopus citations: 16
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  7. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 5
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  8. 2016
  9. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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  10. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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  11. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 62
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  12. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 7
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  13. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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  14. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 5
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  15. Spectral 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 20
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  16. Facial 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 27
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  17. Low-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. 211-225

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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  18. 2015
  19. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Check@CityULib
  20. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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  21. Human 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 25
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  22. Fall 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 210
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  23. Compressing 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 30
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