Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2023
  2. Published

    Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation

    Jia, Y., Lu, G., Liu, H. & Hou, J., Jul 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 7, p. 3455-3461

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

    Scopus citations: 4
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  3. Online published

    PointMCD: Boosting Deep Point Cloud Encoders via Multi-view Cross-modal Distillation for 3D Shape Recognition

    Zhang, Q., Hou, J. & Qian, Y., 22 Jun 2023, (Online published) In: IEEE Transactions on Multimedia. 14 p.

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

    Scopus citations: 1
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  4. Published

    6DoF视频技术研究进展

    王旭, 刘琼, 彭宗举, 侯军辉, 元辉, 赵铁松, 秦熠, & 3 others吴科君, 刘文予 & 杨铀, Jun 2023, In: 中国图象图形学报. 28, 6, p. 1863-1890

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

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  5. Online published

    Task-Oriented Compact Representation of 3D Point Clouds via A Matrix Optimization-Driven Network

    Qian, Y., Hou, J., Zhang, Q., Zeng, Y., Kwong, S. & He, Y., 25 Apr 2023, (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

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  6. Published

    CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence

    Ren, S., Zeng, Y., Hou, J. & Chen, X., Mar 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 3, p. 1198-1208

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

    Scopus citations: 4
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  7. Published

    Differentiable Deformation Graph-Based Neural Non-rigid Registration

    Feng, W., Cai, H., Hou, J., Deng, B. & Zhang, J., Mar 2023, In: Communications in Mathematics and Statistics. 11, 1, p. 151–167

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

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  8. Published

    ECSNet: Spatio-Temporal Feature Learning for Event Camera

    Chen, Z., Wu, J., Hou, J., Li, L., Dong, W. & Shi, G., Feb 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 2, p. 701-712 12 p.

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

    Scopus citations: 2
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  9. Published

    Exploiting Manifold Feature Representation for Efficient Classification of 3D Point Clouds

    YANG, D., GAO, W., LI, G., YUAN, H., HOU, J. & KWONG, S., Feb 2023, In: ACM Transactions on Multimedia Computing, Communications and Applications. 19, 1s, 50.

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

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  10. Published

    Semi-supervised adaptive kernel concept factorization

    Wu, W., Hou, J., Wang, S., Kwong, S. & Zhou, Y., Feb 2023, In: Pattern Recognition. 134, 109114.

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

    Scopus citations: 2
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  11. Published

    A Two-level Rectification Attention Network for Scene Text Recognition

    Wu, L., Xu, Y., Hou, J., Chen, C. L. P. & Liu, C., 2023, In: IEEE Transactions on Multimedia. 25, p. 2404-2414

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

    Scopus citations: 3
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  12. Published

    CAS-Net: Cascade Attention-Based Sampling Neural Network for Point Cloud Simplification

    Chen, C., Yuan, H., Liu, H., Hou, J. & Hamzaoui, R., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo (ICME 2023). IEEE, p. 1991-1996 (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

    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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  13. Published

    EGRC-Net: Embedding-induced Graph Refinement Clustering Network

    Peng, Z., Liu, H., Jia, Y. & Hou, J., 2023, In: IEEE Transactions on Image Processing. 32, p. 6457-6468

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

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  14. Published

    GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute

    Xing, J., Yuan, H., Hamzaoui, R., Liu, H. & Hou, J., 2023, In: IEEE Transactions on Image Processing. 32, p. 6303-6317

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

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  15. Published

    Learning A Locally Unified 3D Point Cloud for View Synthesis

    You, M., Guo, M., Lyu, X., Liu, H. & Hou, J., 2023, In: IEEE Transactions on Image Processing. 32, p. 5610-5622

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

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  16. Published

    Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding

    Zhang, Y., Dai, W., Li, Y., Li, C., Hou, J., Zou, J. & Xiong, H., 2023, In: IEEE Transactions on Multimedia. 25, p. 3059-3072

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

    Scopus citations: 2
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  17. Published

    PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples

    Hu, S., Zhang, J., Liu, W., Hou, J., Li, M., Zhang, L. Y., Jin, H., & 1 othersSun, L., 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. 1 ed. AAAI press, Vol. 37. p. 872-880 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

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

    Check@CityULib
  18. Published

    PointCRT: Detecting Backdoor in 3D Point Cloud via Corruption Robustness

    Hu, S., Liu, W., Li, M., Zhang, Y., Liu, X., Wang, X., Zhang, L. Y., & 1 othersHou, J., 2023, MM '23: Proceedings of the 31st ACM International Conference on Multimedia. New York, NY: Association for Computing Machinery, p. 666-675

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

    Check@CityULib
  19. Published

    t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images

    Deng, Y., Li, H., Tan, S., Hou, J., Du, Q. & Plaza, A., 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, 5501015.

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

    Scopus citations: 3
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  20. 2022
  21. Published

    RegGeoNet: Learning Regular Representations for Large-Scale 3D Point Clouds

    Zhang, Q., Hou, J., Qian, Y., Chan, A. B., Zhang, J. & He, Y., Dec 2022, In: International Journal of Computer Vision. 130, 12, p. 3100–3122 23 p.

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

    Scopus citations: 2
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  22. Published

    Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds

    ZHU, Z., HOU, J. & LYU, X., Nov 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, Inc., p. 7462-7476 15 p. (Advances in Neural Information Processing Systems; vol. 35).

    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: 2
    Check@CityULib
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