Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2021
  2. 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

    Check@CityULib
  3. 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

    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
  4. 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

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  5. 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

    Check@CityULib
  6. 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
  7. 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: 2
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  8. 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: 3
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  9. 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: 6
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  10. 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

    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

    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

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  12. 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

    Check@CityULib
  13. 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: 4
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  14. 2020
  15. 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. Larochelle, H., Ranzato, M. & Hadsell, R. (eds.). 12 p. (Advances in Neural Information Processing Systems; no. 33).

    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: 3
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  16. 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: 1
    Check@CityULib
  17. 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: 5
    Check@CityULib
  18. 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: 2
    Check@CityULib
  19. Online published

    Deep Coarse-to-fine Dense Light Field Reconstruction with Flexible Sampling and Geometry-aware Fusion

    Jin, J., Hou, J., Chen, J., Zeng, H., Kwong, S. & Yu, J., 23 Sep 2020, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

    Check@CityULib
  20. Published

    A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression

    Liu, H., Yuan, H., Liu, Q., Hou, J. & Liu, J., Sep 2020, In: IEEE Transactions on Broadcasting. 66, 3, p. 701-717 8945224.

    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

    Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries

    Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., Sep 2020, In: IEEE Geoscience and Remote Sensing Letters. 17, 9, p. 1598-1602 8892586.

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

    Scopus citations: 5
    Check@CityULib
  22. Published

    Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures

    Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L., Aug 2020, Computer Vision – ECCV 2020, 16th European Conference, Proceedings. Vedaldi, A., Bischof, H. & Brox, T. (eds.). Springer, Vol. Part II. p. 278-294 (Lecture Notes in Computer Science; vol. 12347).

    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
    Check@CityULib