Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2024
  2. Online published

    Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising

    Lyu, X. & Hou, J., 12 Jan 2024, (Online published) In: International Journal of Computer Vision. 21 p.

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

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  3. 2023
  4. Online published

    PointVST: Self-Supervised Pre-Training for 3D Point Clouds Via View-Specific Point-to-Image Translation

    Zhang, Q. & Hou, J., 21 Dec 2023, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. 13 p.

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

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  5. Online published

    Light Field Depth Estimation via Stitched Epipolar Plane Images

    Zhou, P., Shi, L., Liu, X., Jin, J., Zhang, Y. & Hou, J., 19 Dec 2023, (Online published) In: IEEE Transactions on Visualization and Computer Graphics.

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

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  6. Published

    Unleash the Potential of Image Branch for Cross-modal 3D Object Detection

    Zhang, Y., Zhang, Q., Hou, J., Yuan, Y. & Xing, G., 14 Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Neural information processing systems foundation

    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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  7. Published

    NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries

    Zhang, Q., Hou, J., Adikusuma, Y. Y., Wang, W. & He, Y., 10 Dec 2023.

    Research output: Conference Papers (RGC: 31A, 31B, 32, 33)Posterpeer-review

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  8. Online published

    Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion

    Wu, L., Zhang, Q., Hou, J. & Xu, Y., 8 Dec 2023, (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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  9. Published

    GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation

    Zhang, Y., Zhang, Q., Zhu, Z., Hou, J. & Yuan, Y., Dec 2023, In: International Journal of Computer Vision. 131, 12, p. 3332–3352

    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

    Global Structure-Aware Diffusion Process for Low-Light Image Enhancement

    Hou, J., Zhu, Z., Hou, J., Liu, H., Zeng, H. & Yuan, H., Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS)

    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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  11. Published

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

    Mao, A., Du, Z., Hou, J., Duan, Y., Liu, Y. & He, Y., Dec 2023, In: IEEE Transactions on Visualization and Computer Graphics. 29, 12, p. 4964-4977 14 p.

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

    Scopus citations: 7
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  12. Online published

    A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks

    Zhang, Y., Hou, J. & Yuan, Y., 30 Nov 2023, (Online published) In: International Journal of Computer Vision.

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

    Scopus citations: 1
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  13. Published

    Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers

    Zhu, Z., Hou, J. & Wu, D. O., Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision (ICCV 2023). IEEE, p. 21988-21998

    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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  14. Published

    GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation

    Ren, S., Hou, J., Chen, X., He, Y. & Wang, W., Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision (ICCV 2023). IEEE, p. 14168-14178 11 p.

    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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  15. Published

    Light Field Reconstruction Via Deep Adaptive Fusion of Hybrid Lenses

    Jin, J., Guo, M., Hou, J., Liu, H. & Xiong, H., Oct 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 10, p. 12050-12067 18 p.

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

    Scopus citations: 2
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  16. Published

    Screen content video quality assessment based on spatiotemporal sparse feature

    Ding, R., Zeng, H., Wen, H., Huang, H., Cheng, S. & Hou, J., Oct 2023, In: Journal of Visual Communication and Image Representation. 96, 103912.

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

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  17. Online published

    Guest Editorial: machine learning for visual information processing & understanding

    Zeng, H., Cao, J., Yang, Y. & Hou, J., 19 Sept 2023, (Online published) In: Journal of Ambient Intelligence and Humanized Computing.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Editorial Preface

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  18. Published

    Content-aware Warping for View Synthesis

    Guo, M., Hou, J., Jin, J., Liu, H., Zeng, H. & Lu, J., Aug 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 8, p. 9486-9503

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

    Scopus citations: 3
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  19. Published

    Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis

    Zhang, Q., Hou, J., Qian, Y., Zeng, Y., Zhang, J. & He, Y., Aug 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 8, p. 9726-9742

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

    Scopus citations: 2
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  20. Published

    Deep Attention-guided Graph Clustering with Dual Self-supervision

    Peng, Z., Liu, H., Jia, Y. & Hou, J., Jul 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 7, p. 3296-3307 13 p.

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

    Scopus citations: 2
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  21. Published

    Occlusion-Resistant instance segmentation of piglets in farrowing pens using center clustering network

    Huang, E., Mao, A., Hou, J., Wu, Y., Xu, W., Ceballos, M. C., Parsons, T. D., & 1 othersLiu, K., Jul 2023, In: Computers and Electronics in Agriculture. 210, 107950.

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

    Scopus citations: 1
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  22. Published

    Plausible Proxy Mining with Credibility for Unsupervised Person Re-identification

    Zheng, D., Xiao, J., Sun, M., Bai, H. & Hou, J., Jul 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 7, p. 3308-3318 11 p.

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

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