Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2016
  2. 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: 19
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  3. 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
  4. 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
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  5. 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
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  6. 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
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  7. 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
  8. 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: 8
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  9. 2015
  10. 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
  11. 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
  12. 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
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  13. 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: 106
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  14. 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: 20
    Check@CityULib
  15. 2014
  16. 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
  17. 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: 10
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  18. 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
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  19. A highly efficient compression framework for time-varying 3-D facial expressions

    Hou, J., Chau, L., Zhang, M., Magnenat-Thalmann, N. & He, Y., 1 Sep 2014, In : IEEE Transactions on Circuits and Systems for Video Technology. 24, 9, p. 1541-1553 6778752.

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

    Scopus citations: 18
    Check@CityULib
  20. Scalable and compact representation for motion capture data using tensor decomposition

    Hou, J., Chau, L., Magnenat-Thalmann, N. & He, Y., Mar 2014, In : IEEE Signal Processing Letters. 21, 3, p. 255-259 6708414.

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

    Scopus citations: 14
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  21. A fast learning algorithm for multi-layer extreme learning machine

    Tang, J., Deng, C., Huang, G. & Hou, J., 28 Jan 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 175-178 7025034

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 14
    Check@CityULib
  22. Low-rank based compact representation of motion capture data

    Hou, J., Chau, L., He, Y. & Magnenat-Thalmann, N., 28 Jan 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1480-1484 7025296

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

    Scopus citations: 5
    Check@CityULib
  23. A novel compression framework for 3D time-varying meshes

    Hou, J., Chau, L., He, Y. & Magnenat-Thalmann, N., 2014, Proceedings - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., p. 2161-2164 6865596

    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