Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2018
  2. 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. IEEE, 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 21
    Check@CityULib
  3. 2017
  4. 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, 22, 62)21_Publication in refereed journal

    Scopus citations: 21
    Check@CityULib
  5. Random forest with suppressed leaves for hough voting

    Liang, H., Hou, J., Yuan, J. & Thalmann, D., Mar 2017, 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 2
    Check@CityULib
  6. 2016
  7. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Check@CityULib
  8. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 1
    Check@CityULib
  9. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 18
    Check@CityULib
  10. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Check@CityULib
  11. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 1
    Check@CityULib
  12. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 3
    Check@CityULib
  13. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 11
    Check@CityULib
  14. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 19
    Check@CityULib
  15. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 7
    Check@CityULib
  16. 2015
  17. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Check@CityULib
  18. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 1
    Check@CityULib
  19. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 20
    Check@CityULib
  20. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 99
    Check@CityULib
  21. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 18
    Check@CityULib
  22. 2014
  23. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 1
    Check@CityULib
  24. Motion capture data recovery using skeleton constrained singular value thresholding

    Tan, C., Hou, J. & Chau, L., 27 Sep 2014, In : Visual Computer. 31, 11, p. 1521-1532

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 9
    Check@CityULib
  25. Restoring corrupted motion capture data via jointly low-rank matrix completion

    Hou, J., Bian, Z., Chau, L., Magnenat-Thalmann, N. & He, Y., 3 Sep 2014, In : Proceedings - IEEE International Conference on Multimedia and Expo. 2014-September, Septmber, 6890222.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 7
    Check@CityULib
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