Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2017
  2. Published

    FUSING DIFFERENT LEVELS OF DEEP FEATURES BY DEEP STACKED NEURAL NETWORK FOR HYPERSPECTRAL IMAGES

    Mei, S., Chen, Y., Ji, J., Hou, J. & Du, Q., Jul 2017, 2017 IEEE International Geoscience & Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 759-762 8127063

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

    Check@CityULib
  3. Published

    Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder

    Ji, J., Mei, S., Hou, J., Li, X. & Du, Q., Jul 2017, 2017 IEEE International Geoscience & Remote Sensing Symposium: Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1820-1823 8127329. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2017).

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

    Scopus citations: 5
    Check@CityULib
  4. 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 Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 9
    Check@CityULib
  5. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 18
    Check@CityULib
  6. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 15
    Check@CityULib
  7. 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 journalpeer-review

    Scopus citations: 25
    Check@CityULib
  8. 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 Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 8
    Check@CityULib
  9. 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 4
    Check@CityULib
  10. 2016
  11. 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)peer-review

    Scopus citations: 1
    Check@CityULib
  12. 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)peer-review

    Scopus citations: 1
    Check@CityULib
  13. 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)peer-review

    Scopus citations: 32
    Check@CityULib
  14. 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)peer-review

    Check@CityULib
  15. 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)peer-review

    Scopus citations: 1
    Check@CityULib
  16. 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)peer-review

    Scopus citations: 4
    Check@CityULib
  17. 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 journalpeer-review

    Scopus citations: 12
    Check@CityULib
  18. 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 journalpeer-review

    Scopus citations: 22
    Check@CityULib
  19. 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 journalpeer-review

    Scopus citations: 8
    Check@CityULib
  20. 2015
  21. 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)peer-review

    Check@CityULib
  22. 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)peer-review

    Scopus citations: 1
    Check@CityULib
  23. 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 journalpeer-review

    Scopus citations: 20
    Check@CityULib