Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2021
  2. 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: 27
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  3. 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 ISBN/ISSN)peer-review

    Scopus citations: 5
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  4. 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: 84
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  5. 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: 21
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  6. 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 ISBN/ISSN)peer-review

    Scopus citations: 9
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  7. 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 ISBN/ISSN)peer-review

    Scopus citations: 8
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  8. Published

    Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images

    Zhu, Z., Liu, H., Hou, J., Jia, S. & Zhang, Q., 2021, In: IEEE Transactions on Computational Imaging. 7, p. 1176-1188

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

    Scopus citations: 6
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  9. Published

    Deep Magnification-Flexible Upsampling over 3D Point Clouds

    Qian, Y., Hou, J., Kwong, S. & He, Y., 2021, In: IEEE Transactions on Image Processing. 30, p. 8354-8367

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

    Scopus citations: 5
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  10. Published

    DRLFNet: A Dense-Connection Residual Learning Neural Network for Light Field Super Resolution

    Fu, C., Ma, X., Liu, Y., Hou, J. & Yuan, H., 2021, Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part III. Peng, Y., Hu, S., Gabbouj, M., Zhou, K., Elad, M. & Xu, K. (eds.). Cham: Springer, Vol. Part III. p. 501-510 (Lecture Notes in Computer Science; vol. 12890).

    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
  11. Published

    Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning

    Zhu, Z., Hou, J., Chen, J., Zeng, H. & Zhou, J., 2021, In: IEEE Transactions on Image Processing. 30, p. 1423-1438 16 p., 9298460.

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

    Scopus citations: 14
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  12. Published

    Model-based Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression

    Liu, Q., Yuan, H., Hou, J., Hamzaoui, R. & Su, H., 2021, In: IEEE Transactions on Multimedia. 23, p. 3278-3291 14 p.

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

    Scopus citations: 10
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  13. Published

    Patch Based Video Summarization With Block Sparse Representation

    Mei, S., Ma, M., Wan, S., Hou, J., Wang, Z. & Feng, D. D., 2021, In: IEEE Transactions on Multimedia. 23, p. 732-747 9069290.

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

    Scopus citations: 12
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  14. Published

    Recurrent Multi-view Alignment Network for Unsupervised Surface Registration

    Feng, W., Zhang, J., Cai, H., Xu, H., Hou, J. & Bao, H., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021. IEEE, p. 10292-10302 (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 ISBN/ISSN)peer-review

    Scopus citations: 8
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  15. Published

    Reduced Reference Perceptual Quality Model with Application to Rate Control for Video-Based Point Cloud Compression

    Liu, Q., Yuan, H., Hamzaoui, R., Su, H., Hou, J. & Yang, H., 2021, In: IEEE Transactions on Image Processing. 30, p. 6623-6636 9490512.

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

    Scopus citations: 10
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  16. Published

    Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification

    Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., 2021, In: IEEE Transactions on Image Processing. 30, p. 8823-8835

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

    Scopus citations: 5
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  17. Published

    Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding

    Li, C., Anwar, S., Hou, J., Cong, R., Guo, C. & Ren, W., 2021, In: IEEE Transactions on Image Processing. 30, p. 4985-5000

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

    Scopus citations: 74
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  18. 2020
  19. Published

    CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection

    Zhang, Q., Cong, R., Hou, J., Li, C. & Zhao, Y., Dec 2020, NeurIPS Proceedings: Advances in Neural Information Processing Systems 33 (NeurIPS 2020). Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. & Lin, H. (eds.). Vol. 33. 12 p.

    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: 15
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  20. Published

    Correlation Filter Tracking via Distractor-aware Learning and Multi-Anchor Detection

    Chen, G., Pan, G., Zhou, Y., Kang, W., Hou, J. & Deng, F., Dec 2020, In: IEEE Transactions on Circuits and Systems for Video Technology. 30, 12, p. 4810-4822

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

    Scopus citations: 5
    Check@CityULib
  21. Published

    Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., Dec 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5575-5587

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

    Scopus citations: 10
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  22. Published

    Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses

    Jin, J., Hou, J., Chen, J., Kwong, S. & Yu, J., Oct 2020, MM'20: Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, p. 193-201 (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: 6
    Check@CityULib