Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2021
  2. Published

    Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation

    Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., Dec 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 12, p. 4784-4797 14 p.

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

    Scopus citations: 2
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  3. Published

    PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-view Projection

    Liu, Q., Yuan, H., Su, H., Liu, H., Wang, Y., Yang, H. & Hou, J., Dec 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 12, p. 4645-4660 17 p.

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

    Scopus citations: 1
    Check@CityULib
  4. Published

    Subjective Quality Database and Objective Study of Compressed Point Clouds with 6DoF Head-mounted Display

    Wu, X., Zhang, Y., Fan, C., Hou, J. & Kwong, S., Dec 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 12, p. 4630-4644 15 p.

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

    Scopus citations: 1
    Check@CityULib
  5. Online published

    Self-supervised Symmetric Nonnegative Matrix Factorization

    Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., 18 Nov 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.

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

    Check@CityULib
  6. Published

    Categorical Matrix Completion with Active Learning for High-throughput Screening

    Chen, J., Hou, J. & Wong, K., Nov 2021, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 6, p. 2261-2270 10 p.

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

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  7. Published

    Learning Spatial-angular Fusion for Compressive Light Field Imaging in a Cycle-consistent Framework

    Lyu, X., Zhu, Z., Guo, M., Jin, J., Hou, J. & Zeng, H., Oct 2021, MM '21: Proceedings of the 29th ACM International Conference on Multimedia. New York, NY: Association for Computing Machinery, p. 4613-4621 (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

    Check@CityULib
  8. Online published

    Learning hyperspectral images from RGB images via a coarse-to-fine CNN

    MEI, S., GENG, Y., HOU, J. & DU, Q., May 2022, In: Science China Information Sciences. 65, 5, 152102.

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

    Check@CityULib
  9. Published

    Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA

    Jia, Y., Hou, J. & Kwong, S., Sep 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 9, p. 3985-3997 13 p., 9178787.

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

    Scopus citations: 1
    Check@CityULib
  10. Online published

    Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification

    Liu, H., Jia, Y., Hou, J. & Zhang, Q., 7 Jul 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.

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

    Scopus citations: 1
    Check@CityULib
  11. Published

    Joint Optimization for Pairwise Constraint Propagation

    Jia, Y., Wu, W., Wang, R., Hou, J. & Kwong, S., Jul 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 7, p. 3168-3180 13 p.

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

    Scopus citations: 1
    Check@CityULib
  12. Online published

    Maximum Entropy Subspace Clustering Network

    Peng, Z., Jia, Y., Liu, H., Hou, J. & Zhang, Q., 15 Jun 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.

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

    Scopus citations: 3
    Check@CityULib
  13. Online published

    Learning Low-rank Graph with Enhanced Supervision

    Liu, H., Jia, Y., Hou, J. & Zhang, Q., 14 Jun 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 7 p.

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

    Check@CityULib
  14. Online published

    Deep Spatial-angular Regularization for Light Field Imaging, Denoising, and Super-resolution

    Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L., 8 Jun 2021, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 18 p.

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

    Check@CityULib
  15. Published

    A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features

    Tian, Y., Zeng, H., Hou, J., Chen, J., Zhu, J. & Ma, K., May 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 5, p. 2046-2050 8979387.

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

    Scopus citations: 5
    Check@CityULib
  16. Published

    Convolutional Neural Networks With Dynamic Regularization

    Wang, Y., Bian, Z., Hou, J. & Chau, L., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 2299-2304 9110754.

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

    Scopus citations: 2
    Check@CityULib
  17. Published

    Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., May 2021, In: IEEE Transactions on Cybernetics. 51, 5, p. 2550-2562 9013063.

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

    Scopus citations: 11
    Check@CityULib
  18. Online published

    A Hybrid Compression Framework for Color Attributes of Static 3D Point Clouds

    Liu, H., Yuan, H., Liu, Q., Hou, J., Zeng, H. & Kwong, S., 30 Mar 2021, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology.

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

    Scopus citations: 1
    Check@CityULib
  19. Published

    Clustering Ensemble Meets Low-rank Tensor Approximation

    Jia, Y., Liu, H., Hou, J. & Zhang, Q., Feb 2021, Proceedings of the AAAI Conference on Artificial Intelligence. AAAI Press, Vol. 35. p. 7970-7978

    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
  20. Online published

    Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery

    Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., 8 Jan 2021, (Online published) In: IEEE Transactions on Cybernetics.

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

    Scopus citations: 3
    Check@CityULib
  21. Published

    ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection

    Li, C., Cong, R., Kwong, S., Hou, J., Fu, H., Zhu, G., Zhang, D. & 1 others, Huang, Q., Jan 2021, In: IEEE Transactions on Cybernetics. 51, 1, p. 88-100

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

    Scopus citations: 30
    Check@CityULib
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