Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2020
  2. 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 Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 38
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  3. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 14
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  4. Published

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

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

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

    Scopus citations: 35
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  5. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 12
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  6. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 11
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  7. Published

    Light Field Image Quality Assessment via the Light Field Coherence

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

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

    Scopus citations: 17
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  8. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  9. Published

    Screen Content Video Quality Assessment: Subjective and Objective Study

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

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

    Scopus citations: 12
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  10. 2019
  11. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
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  12. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 110
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  13. 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. ACM, p. 1605-1613 (MM - Proceedings of the ACM International Conference on Multimedia).

    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
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  14. Published

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

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

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

    Scopus citations: 13
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  15. Published

    Deep Quadruplet Appearance Learning for Vehicle Re-Identification

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

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

    Scopus citations: 15
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  16. Published

    Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization

    Wu, W., Kwong, S., Hou, J., Jia, Y. & Ip, H. H. S., Aug 2019, In: IEEE Transactions on Image Processing. 28, 8, p. 3836-3847 8672942.

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

    Scopus citations: 18
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  17. Published

    3D human pose estimation via human structure-aware fully connected network

    Zhang, X., Tang, Z., Hou, J. & Hao, Y., 1 Jul 2019, In: Pattern Recognition Letters. 125, p. 404-410

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

    Scopus citations: 4
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  18. Published

    Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution

    Yeung, H. W. F., Hou, J., Chen, X., Chen, J., Chen, Z. & Chung, Y. Y., May 2019, In: IEEE Transactions on Image Processing. 28, 5, p. 2319-2330

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

    Scopus citations: 84
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  19. Published

    OBJECT COUNTING IN VIDEO SURVEILLANCE USING MULTI-SCALE DENSITY MAP REGRESSION

    Wang, Y., Hou, J. & Chau, L., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. IEEE, p. 2422-2426 8683289. (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: 8
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  20. Published

    Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification

    Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., Mar 2019, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 3, p. 1000-1011 8644025.

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

    Scopus citations: 7
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  21. Published

    Light Field Image Compression Based on Bi-Level View Compensation with Rate-Distortion Optimization

    Hou, J., Chen, J. & Chau, L., Feb 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 2, p. 517-530

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

    Scopus citations: 53
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  22. Published

    ImmerTai: Immersive Motion Learning in VR Environments

    Chen, X., Chen, Z., Li, Y., He, T., Hou, J., Liu, S. & He, Y., Jan 2019, In: Journal of Visual Communication and Image Representation. 58, p. 416-427

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

    Scopus citations: 30
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