Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2022
  2. Published

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

    Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L., Oct 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 10, p. 6094-6110 18 p.

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

    Scopus citations: 26
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  3. Published

    Finding Stars from Fireworks: Improving Non-Cooperative Iris Tracking

    Lin, C., Li, X., Li, Z. & Hou, J., Sept 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 9, p. 6137-6147 11 p.

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

    Scopus citations: 6
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  4. Published

    Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery

    Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., Aug 2022, In: IEEE Transactions on Cybernetics. 52, 8, p. 7919-7930

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

    Scopus citations: 14
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  5. Published

    Self-supervised Symmetric Nonnegative Matrix Factorization

    Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., Jul 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 7, p. 4526-4537 12 p.

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

    Scopus citations: 4
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  6. 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

    Scopus citations: 29
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  7. 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., Apr 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 4, p. 1819-1836

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

    Scopus citations: 39
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  8. Published

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

    Liu, H., Jia, Y., Hou, J. & Zhang, Q., Apr 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 4, p. 2013-2024 12 p.

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

    Scopus citations: 14
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  9. Published

    Learning Low-rank Graph with Enhanced Supervision

    Liu, H., Jia, Y., Hou, J. & Zhang, Q., Apr 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 4, p. 2501-2506 7 p.

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

    Scopus citations: 3
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  10. Published

    Maximum Entropy Subspace Clustering Network

    Peng, Z., Jia, Y., Liu, H., Hou, J. & Zhang, Q., Apr 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 4, p. 2199-2210

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

    Scopus citations: 14
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  11. 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., Mar 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 3, p. 1564-1577

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

    Scopus citations: 43
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  12. Accepted/In press/Filed

    一種四維光場圖像深度獲取方法及裝置

    GUO, M., HOU, J., JIN, J., LYU, X. & ZHU, Z., 11 Jan 2022, (Accepted/In press/Filed) Priority No. 202210025184.1

    Research output: Patents, Agreements and Assignments (RGC: 51, 52)51_Patents (CityU)

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  13. Published

    深度神经网络压缩与加速综述

    曾焕强, 胡浩麟, 林向伟, 侯军辉 & 蔡灿辉, Jan 2022, In: 信号处理. 38, 1, p. 183-194

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

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  14. Published

    Adaptive Attribute and Structure Subspace Clustering Network

    Peng, Z., Liu, H., Jia, Y. & Hou, J., 2022, In: IEEE Transactions on Image Processing. 31, p. 3430-3439 10 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

    AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data

    Fang, H., Wu, J., Li, L., Hou, J., Dong, W. & Shi, G., 2022, MM ’22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, p. 1427-1435 (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: 4
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  16. Published

    A Spatial and Geometry Feature-Based Quality Assessment Model for the Light Field Images

    Huang, H., Zeng, H., Hou, J., Chen, J., Zhu, J. & Ma, K., 2022, In: IEEE Transactions on Image Processing. 31, p. 3765-3779

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

    Scopus citations: 10
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  17. Published

    Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration

    Chen, J., Yang, Z., Chan, T. N., Li, H., Hou, J. & Chau, L., 2022, In: IEEE Transactions on Image Processing. 31, p. 2661-2672

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

    Scopus citations: 9
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  18. Published

    Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution

    Hou, J., Zhu, Z., Hou, J., Zeng, H., Wu, J. & Zhou, J., 2022, In: IEEE Transactions on Image Processing. 31, p. 5720-5732

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

    Scopus citations: 6
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  19. Published

    IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment

    Zeng, Y., Qian, Y., Zhang, Q., Hou, J., YUAN, Y. & He, Y., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 6328-6337 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    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: 6
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  20. Published

    Occlusion-aware Unsupervised Learning of Depth from 4-D Light Fields

    Jin, J. & Hou, J., 2022, In: IEEE Transactions on Image Processing. 31, p. 2216-2228

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

    Scopus citations: 15
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  21. Published

    Point Cloud Quality Assessment via 3D Edge Similarity Measurement

    Lu, Z., Huang, H., Zeng, H., Hou, J. & Ma, K., 2022, In: IEEE Signal Processing Letters. 29, p. 1804-1808

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

    Scopus citations: 3
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