Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2020
  2. Published

    An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP

    Yuan, H., Hu, X., Hou, J., Wei, X. & Kwong, S., Jun 2020, In: IEEE Transactions on Broadcasting. 66, 2, p. 251-263 8930035.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 28
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  3. Published

    Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization

    Jin, J., Hou, J., Chen, J. & Kwong, S., Jun 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition: Proceedings. Institute of Electrical and Electronics Engineers, p. 2257-2266 10 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 166
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  4. Published

    NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image

    Arad, B., Timofte, R., Ben-Shahar, O., Lin, Y.-T., Finlayson, G., Givati, S. & Li, J. & 41 others, Wu, C., Song, R., Li, Y., Liu, F., Lang, Z., Wei, W., Zhang, L., Nie, J., Zhao, Y., Po, L.-M., Yan, Q., Liu, W., Lin, T., Kim, Y., Shin, C., Rho, K., Kim, S., ZHU, Z., HOU, J., Sun, H., Ren, J., Fang, Z., Yan, Y., Peng, H., Chen, X., Zhao, J., Stiebel, T., Koppers, S., Merhof, D., Gupta, H., Mitra, K., Fubara, B. J., Sedky, M., Dyke, D., Banerjee, A., Palrecha, A., Sabarinathan, Uma, K., Vinothini, D. S., Sathya Bama, B. & Md Mansoor Roomi, S. M., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society, p. 1806-1822 9150756. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 165
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  5. Published

    Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

    Guo, C., Li, C., Guo, J., Loy, C. C., Hou, J., Kwong, S. & Cong, R., Jun 2020, Proceedings 2020 IEEE/CVF International Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, Inc., p. 1777-1786

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1687
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  6. Published

    Video summarization via block sparse dictionary selection

    Ma, M., Mei, S., Wan, S., Hou, J., Wang, Z. & Feng, D. D., 22 Feb 2020, In: Neurocomputing. 378, p. 197-209

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 71
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  7. Published

    An Underwater Image Enhancement Benchmark Dataset and Beyond

    Li, C., Guo, C., Ren, W., Cong, R., Hou, J., Kwong, S. & Tao, D., 13 Feb 2020, In: IEEE Transactions on Image Processing. 29, p. 4376-4389 8917818.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1544
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  8. Published

    Learning Light Field Angular Super-Resolution via a Geometry-Aware Network

    Jin, J., Hou, J., Yuan, H. & Kwong, S., Feb 2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20). California: AAAI Press, p. 11141-11148 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 7).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 115
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  9. Published

    Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos

    Yuan, H., Zhao, S., Hou, J., Wei, X. & Kwong, S., Jan 2020, In: IEEE Journal on Selected Topics in Signal Processing. 14, 1, p. 177-193

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 39
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  10. Published

    3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation

    Gu, S., Hou, J., Zeng, H., Yuan, H. & Ma, K.-K., 2020, In: IEEE Transactions on Image Processing. 29, p. 796-808 13 p., 8816692.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 78
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  11. Published

    3D Point Cloud Attribute Compression via Graph Prediction

    Gu, S., Hou, J., Zeng, H. & Yuan, H., 2020, In: IEEE Signal Processing Letters. 27, p. 176-180

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 39
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  12. Published

    Clustering-aware Graph Construction: A Joint Learning Perspective

    Jia, Y., Liu, H., Hou, J. & Kwong, S., 2020, In: IEEE Transactions on Signal and Information Processing over Networks. 6, p. 357-370

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 18
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  13. Published

    Light Field Image Quality Assessment via the Light Field Coherence

    Tian, Y., Zeng, H., Hou, J., Chen, J. & Ma, K.-K., 2020, In: IEEE Transactions on Image Processing. 29, p. 7945-7956 9143505.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 50
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  14. Published

    Non-Negative Transfer Learning with Consistent Inter-Domain Distribution

    Peng, Z., Jia, Y. & Hou, J., 2020, In: IEEE Signal Processing Letters. 27, p. 1720-1724 9210817.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 7
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  15. Published

    Screen Content Video Quality Assessment: Subjective and Objective Study

    Cheng, S., Zeng, H., Chen, J., Hou, J., Zhu, J. & Ma, K.-K., 2020, In: IEEE Transactions on Image Processing. 29, p. 8636-8651 9178481.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 34
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  16. 2019
  17. Published

    Permuted Sparse Representation for 3D Point Clouds

    Hou, J., Dec 2019, In: IEEE Signal Processing Letters. 26, 12, p. 1847-1851 8883048.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 9
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  18. Published

    An Articulated Structure-aware Network for 3D Human Pose Estimation

    Tang, Z., Zhang, X. & Hou, J., Nov 2019, Proceedings of The Eleventh Asian Conference on Machine Learning. Lee, W. S. & Suzuki, T. (eds.). p. 48-63 (Proceedings of Machine Learning Research; vol. 101).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 4
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  19. Published

    Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images

    Li, C., Cong, R., Hou, J., Zhang, S., Qian, Y. & Kwong, S., Nov 2019, In: IEEE Transactions on Geoscience and Remote Sensing. 57, 11, p. 9156-9166 8793227.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 247
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  20. Published

    Imbalance-aware Pairwise Constraint Propagation

    Liu, H., Jia, Y., Hou, J. & Zhang, Q., Oct 2019, MM '19: Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 1605-1613 (MM - Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 14
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  21. Published

    Correlation filter tracker with siamese: A robust and real-time object tracking framework

    Pan, G., Chen, G., Kang, W. & Hou, J., 17 Sept 2019, In: Neurocomputing. 358, p. 33-43

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 14
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  22. Published

    Deep Quadruplet Appearance Learning for Vehicle Re-Identification

    Hou, J., Zeng, H., Zhu, J., Hou, J., Chen, J. & Ma, K.-K., Sept 2019, In: IEEE Transactions on Vehicular Technology. 68, 9, p. 8512-8522 8758238.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 31
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