Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2018
  2. Published

    A multi-scale contrast-based image quality assessment model for multi-exposure image fusion

    Xing, L., Cai, L., Zeng, H., Chen, J., Zhu, J. & Hou, J., Apr 2018, In : Signal Processing. 145, p. 233-240

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

    Scopus citations: 14
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  3. Published

    Semi-Supervised Spectral Clustering with Structured Sparsity Regularization

    Jia, Y., Kwong, S. & Hou, J., Mar 2018, In : IEEE Signal Processing Letters. 25, 3, p. 403-407 8253493.

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

    Scopus citations: 12
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  4. Published

    Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views

    Chen, J., Hou, J. & Chau, L., Jan 2018, In : IEEE Transactions on Image Processing. 27, 1, p. 314-324 8030107.

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

    Scopus citations: 35
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  5. 2017
  6. Published

    Robust human activity recognition using lesser number of wearable sensors

    Wang, D., Candinegara, E., Hou, J., Tan, A. & Miao, C., Dec 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC). IEEE, p. 290-295

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

    Scopus citations: 5
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  7. Published

    Single image superresolution by multiple geometrical regressors

    Zhou, Y., Kwong, S. & Hou, J., Dec 2017, Proceedings - Ninth Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2017). IEEE, p. 1152-1155

    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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  8. Published

    A NOVEL DIRECTION-BASED JND MODEL FOR PERCEPTUAL HEVC INTRA CODING

    Zeng, Z., Zeng, H., Chen, J., Hou, J., Cai, C. & Ma, K., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS). IEEE, p. 186-190 (IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)).

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

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  9. Published

    COMPRESSION OF 3D POINT CLOUDS USING 1D DISCRETE COSINE TRANSFORM

    Gu, S., Hou, J., Zeng, H., Chen, J., Zhu, J. & Ma, K., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS). IEEE, p. 196-200 (IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)).

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

    Check@CityULib
  10. Published

    HANDWRITTEN NUMERAL RECOGNITION USING MULTI-TASK LEARNING

    Hou, J., Zeng, H., Cai, L., Zhu, J., Cao, J. & Hou, J., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) - Proceedings. IEEE, p. 155-158

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

    Check@CityULib
  11. Published

    MULTI-VIEW JOINT LEARNING NETWORK FOR PEDESTRIAN GENDER CLASSIFICATION

    Cai, L., Zeng, H., Zhu, J., Cao, J., Hou, J. & Cai, C., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) : Proceedings. IEEE, p. 23-27 (International Symposium on Intelligent Signal Processing and Communication Systems ISPACS).

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

    Check@CityULib
  12. Published

    Video Summarization via Simultaneous Block Sparse Representation

    Ma, M., Mei, S., Wan, S., Hou, J., Wang, Z. & Feng, D., Nov 2017, 2017 International Conference on Digital Image Computing : Techniques and Applications (DICTA). IEEE, p. 676-682

    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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  13. Published

    Video summarization via temporal collaborative representation of adjacent frames

    Ma, M., Met, S., Hou, J., Wan, S. & Wang, Z., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) - Proceedings. IEEE, p. 164-169 (International Symposium on Intelligent Signal Processing and Communication Systems ISPACS).

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

    Check@CityULib
  14. Published

    HYPERSPECTRAL IMAGE SUPER-RESOLUTION VIA CONVOLUTIONAL NEURAL NETWORK

    Mei, S., Yuan, X., Ji, J., Wan, S., Hou, J. & Du, Q., Sep 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE, p. 4297-4301 (IEEE International Conference on Image Processing, ICIP).

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

    Scopus citations: 4
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  15. Published

    Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks

    Mei, S., Ji, J., Hou, J., Li, X. & Du, Q., Aug 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 8, p. 4520-4533 14 p., 7919223.

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

    Scopus citations: 100
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  16. 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)

    Check@CityULib
  17. 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)

    Scopus citations: 4
    Check@CityULib
  18. 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)

    Scopus citations: 8
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  19. 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)

    Scopus citations: 13
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  20. 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 journal

    Scopus citations: 14
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  21. 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: 23
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  22. 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)

    Scopus citations: 6
    Check@CityULib