Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2018
  2. Published

    Light Filed Image Quality Assessment by Local and Global Features of Epipolar Plane Image

    Fang, Y., Wei, K., Hou, J., Wen, W. & Imamoglu, N., Sept 2018, 2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM). IEEE, 8499086. (IEEE International Conference on Multimedia Big Data (BigMM)).

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

    Scopus citations: 35
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  3. Published

    CONVEX CONSTRAINED CLUSTERING WITH GRAPH-LAPLACIAN PCA

    Jia, Y., Kwong, S., Hou, J. & Wu, W., Jul 2018, 2018 IEEE International Conference on Multimedia and Expo (ICME) . IEEE

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

    Scopus citations: 10
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  4. Published

    HYPERSPECTRAL CLASSIFICATION VIA SPATIAL CONTEXT EXPLORATION WITH MULTI-SCALE CNN

    Tian, Z., Ji, J., Mei, S., Hou, J., Wan, S. & Du, Q., Jul 2018, 2018 IEEE International Geoscience & Remote Sensing Symposium - Proceedings. IEEE, p. 2563-2566 8518292. (IEEE International Symposium on Geoscience and Remote Sensing IGARSS).

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

    Scopus citations: 8
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  5. Published

    Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification

    Mei, S., Hou, J., Chen, J., Chau, L. & Du, Q., May 2018, In: IEEE Transactions on Geoscience and Remote Sensing. 56, 5, p. 2872-2886

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

    Scopus citations: 41
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  6. 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 journalpeer-review

    Scopus citations: 31
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  7. 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 journalpeer-review

    Scopus citations: 30
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  8. 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 journalpeer-review

    Scopus citations: 70
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  9. 2017
  10. 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 host publication)peer-review

    Scopus citations: 13
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  11. 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 host publication)peer-review

    Scopus citations: 1
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  12. 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 host publication)peer-review

    Scopus citations: 3
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  13. 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 host publication)peer-review

    Scopus citations: 4
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  14. 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 host publication)peer-review

    Scopus citations: 6
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  15. 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 host publication)peer-review

    Scopus citations: 5
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  16. 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 host publication)peer-review

    Scopus citations: 5
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  17. 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 host publication)peer-review

    Scopus citations: 8
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  18. Published

    HYPERSPECTRAL IMAGE SUPER-RESOLUTION VIA CONVOLUTIONAL NEURAL NETWORK

    Mei, S., Yuan, X., Ji, J., Wan, S., Hou, J. & Du, Q., Sept 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 host publication)peer-review

    Scopus citations: 22
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  19. 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 journalpeer-review

    Scopus citations: 237
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  20. 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 host publication)peer-review

    Check@CityULib
  21. 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 host publication)peer-review

    Scopus citations: 12
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  22. 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 host publication)peer-review

    Scopus citations: 10
    Check@CityULib
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