Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2022
  2. Online published

    PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows

    Mao, A., Du, Z., Hou, J., Duan, Y., Liu, Y. & He, Y., 4 Aug 2022, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. 14 p.

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

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  3. Published

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

    Tang, Y., Qian, Y., Zhang, Q., Zeng, Y., Hou, J. & Zhe, X., 23 Jun 2022, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022). IEEE, p. 6397-6405 9 p.

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

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  4. Published

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

    Zeng, Y., Qian, Y., Zhang, Q., Hou, J., Yuan, Y. & He, Y., Jun 2022, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2022. p. 6338-6347 10 p.

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

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  5. Online 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., 23 May 2022, (Online published) In: IEEE Transactions on Image Processing.

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

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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: 8
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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: 5
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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: 1
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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: 1
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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: 2
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  11. Online published

    Finding Stars from Fireworks: Improving Non-Cooperative Iris Tracking

    Lin, C., Li, X., Li, Z. & Hou, J., 11 Mar 2022, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.

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

    Scopus citations: 1
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  12. Online published

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

    Jin, J. & Hou, J., 2 Mar 2022, (Online published) In: IEEE Transactions on Image Processing. 13 p.

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

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  13. 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: 3
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  14. Online 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., 28 Feb 2022, (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

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  15. Online published

    A Two-level Rectification Attention Network for Scene Text Recognition

    Wu, L., Xu, Y., Hou, J., Chen, P. & Liu, C., 27 Jan 2022, (Online published) In: IEEE Transactions on Multimedia.

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

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  16. 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) Patent No. GAI21CN7991, Priority No. 202210025184.1

    Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53)51_Patents granted (CityU only, data source from KTO)

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  17. 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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  18. 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

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  19. 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

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  20. 2021
  21. 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: 10
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  22. 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: 3
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