Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2022
  2. Online published

    PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling

    Liu, H., Yuan, H., Hou, J., Hamzaoui, R. & Gao, W., 23 Nov 2022, (Online published) In: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society.

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

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  3. Online 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: 1
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  4. 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: 4
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  5. Online published

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

    Zhang, Q., Hou, J., Qian, Y., Chan, A. B., Zhang, J. & He, Y., 27 Sep 2022, (Online published) In: International Journal of Computer Vision. 23 p.

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

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  6. Online published

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

    Ren, S., Zeng, Y., Hou, J. & Chen, X., 22 Sep 2022, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 11 p.

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

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  7. Published

    Finding Stars from Fireworks: Improving Non-Cooperative Iris Tracking

    Lin, C., Li, X., Li, Z. & Hou, J., Sep 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: 1
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  8. Online published

    ECSNet: Spatio-Temporal Feature Learning for Event Camera

    Chen, Z., Wu, J., Hou, J., Li, L., Dong, W. & Shi, G., 29 Aug 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

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  9. 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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  10. 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: 8
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  11. 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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  12. 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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  13. 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

    Scopus citations: 2
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  14. 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: 13
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  15. 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: 8
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  16. 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: 3
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  17. 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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  18. 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: 3
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  19. 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

    Scopus citations: 1
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  20. 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: 6
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  21. 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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