Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2022
  2. Published

    PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling

    Liu, H., Yuan, H., Hou, J., Hamzaoui, R. & Gao, W., 2022, In: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 31, p. 7389-7402

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

    Scopus citations: 36
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  3. Published

    Screen Content Video Quality Assessment Model Using Hybrid Spatiotemporal Features

    Zeng, H., Huang, H., Hou, J., Cao, J., Wang, Y. & Ma, K., 2022, In: IEEE Transactions on Image Processing. 31, p. 6175-6187

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

    Scopus citations: 5
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  4. Published

    WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation

    Tang, Y., Qian, Y., Zhang, Q., Zeng, Y., Hou, J. & Zhe, X., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2022. IEEE, p. 6387-6395 9 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    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: 7
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  5. 2021
  6. 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: 41
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  7. 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: 44
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  8. 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: 30
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  9. 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

    Scopus citations: 2
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  10. Published

    Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines

    Guo, M., Jin, J., Liu, H. & Hou, J., Oct 2021, 2021 IEEE/CVF International Conference on Computer Vision ICCV 2021: Proceedings. IEEE, p. 2430-2439 (International Conference on Computer Vision (ICCV)).

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

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  11. 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 host publication)peer-review

    Scopus citations: 5
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  12. Published

    Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild

    Zhu, Z., Liu, H., Hou, J., Zeng, H. & Zhang, Q., Oct 2021, 2021 IEEE/CVF International Conference on Computer Vision ICCV 2021: Proceedings. IEEE, p. 2259-2268 (International Conference on Computer Vision (ICCV)).

    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: 11
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  13. Published

    Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA

    Jia, Y., Hou, J. & Kwong, S., Sept 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: 14
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  14. 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: 14
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  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: 30
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  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: 13
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  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: 51
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  18. 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 (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9B).

    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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  19. 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 othersHuang, 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: 172
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  20. Published

    A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds

    Wang, Y., Hou, J., Hou, X. & Chau, L., 2021, In: IEEE Transactions on Image Processing. 30, p. 2876-2887 9347744.

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

    Scopus citations: 54
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  21. Published

    Attention-driven Graph Clustering Network

    Peng, Z., Liu, H., Jia, Y. & Hou, J., 2021, MM '21: Proceedings of the 29th ACM International Conference on Multimedia. New York: Association for Computing Machinery, p. 935–943 (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

    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: 42
    Check@CityULib
  22. Published

    CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds

    Zeng, Y., Qian, Y., Zhu, Z., Hou, J., Yuan, H. & He, Y., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021. IEEE, p. 6048-6057 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    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: 30
    Check@CityULib