Prof. HOU Junhui (侯軍輝)

Research Output

  1. 2021
  2. Published

    Model-based Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression

    Liu, Q., Yuan, H., Hou, J., Hamzaoui, R. & Su, H., 2021, In: IEEE Transactions on Multimedia. 23, p. 3278-3291 14 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 55
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  3. Published

    Patch Based Video Summarization With Block Sparse Representation

    Mei, S., Ma, M., Wan, S., Hou, J., Wang, Z. & Feng, D. D., 2021, In: IEEE Transactions on Multimedia. 23, p. 732-747 9069290.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 28
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  4. Published

    Recurrent Multi-view Alignment Network for Unsupervised Surface Registration

    Feng, W., Zhang, J., Cai, H., Xu, H., Hou, J. & Bao, H., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021. Institute of Electrical and Electronics Engineers, Inc., p. 10292-10302 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 38
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  5. Published

    Reduced Reference Perceptual Quality Model with Application to Rate Control for Video-Based Point Cloud Compression

    Liu, Q., Yuan, H., Hamzaoui, R., Su, H., Hou, J. & Yang, H., 2021, In: IEEE Transactions on Image Processing. 30, p. 6623-6636 9490512.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 177
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  6. Published

    Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification

    Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., 2021, In: IEEE Transactions on Image Processing. 30, p. 8823-8835

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 28
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  7. Published

    Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding

    Li, C., Anwar, S., Hou, J., Cong, R., Guo, C. & Ren, W., 2021, In: IEEE Transactions on Image Processing. 30, p. 4985-5000

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 647
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  8. 2020
  9. Published

    CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection

    Zhang, Q., Cong, R., Hou, J., Li, C. & Zhao, Y., Dec 2020, NeurIPS Proceedings: Advances in Neural Information Processing Systems 33 (NeurIPS 2020). Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Vol. 33. 12 p.

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 60
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  10. Published

    Correlation Filter Tracking via Distractor-aware Learning and Multi-Anchor Detection

    Chen, G., Pan, G., Zhou, Y., Kang, W., Hou, J. & Deng, F., Dec 2020, In: IEEE Transactions on Circuits and Systems for Video Technology. 30, 12, p. 4810-4822

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 16
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  11. Published

    Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., Dec 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5575-5587

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 25
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  12. Published

    Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses

    Jin, J., Hou, J., Chen, J., Kwong, S. & Yu, J., Oct 2020, MM'20: Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, p. 193-201 (MM - Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 24
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  13. Published

    A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression

    Liu, H., Yuan, H., Liu, Q., Hou, J. & Liu, J., Sept 2020, In: IEEE Transactions on Broadcasting. 66, 3, p. 701-717 8945224.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 109
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  14. Published

    Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries

    Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., Sept 2020, In: IEEE Geoscience and Remote Sensing Letters. 17, 9, p. 1598-1602 8892586.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 12
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  15. Published

    Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures

    Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L.-P., Aug 2020, Computer Vision – ECCV 2020, 16th European Conference, Proceedings. Vedaldi, A., Bischof, H. & Brox, T. (eds.). Springer, Vol. Part II. p. 278-294 (Lecture Notes in Computer Science; vol. 12347).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 27
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  16. Published

    Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model

    Cong, R., Lei, J., Fu, H., Hou, J., Huang, Q. & Kwong, S., Aug 2020, In: IEEE Transactions on Cybernetics. 50, 8, p. 3627-3639 13 p., 8807367.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 144
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  17. Published

    PUGeo-Net: A Geometry-Centric Network for 3D Point Cloud Upsampling

    Qian, Y., Hou, J., Kwong, S. & He, Y., Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XIX. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer, Cham, p. 752-769 (Lecture Notes in Computer Science ; vol. 12364).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 107
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  18. Published

    ACCURATE LIGHT FIELD DEPTH ESTIMATION VIA AN OCCLUSION-AWARE NETWORK

    Guo, C., Jin, J., Hou, J. & Chen, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo (ICME). Institute of Electrical and Electronics Engineers, Inc., 9102829. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 28
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  19. Published

    LOSSY GEOMETRY COMPRESSION OF 3D POINT CLOUD DATA VIA AN ADAPTIVE OCTREE-GUIDED NETWORK

    Wen, X., Wang, X., Hou, J., Ma, L., Zhou, Y. & Jiang, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo (ICME). Institute of Electrical and Electronics Engineers, Inc., 9102866. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 50
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  20. Published

    Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization

    Jia, Y., Kwong, S., Hou, J. & Wu, W., Jul 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 7, p. 2510-2521 12 p., 8820170.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 77
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  21. Published

    Single image-based head pose estimation with spherical parametrization and 3D morphing

    Yuan, H., Li, M., Hou, J. & Xiao, J., Jul 2020, In: Pattern Recognition. 103, 107316.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 30
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  22. Published

    SURFACE CONSISTENT LIGHT FIELD EXTRAPOLATION OVER STRATIFIED DISPARITY AND SPATIAL GRANULARITIES

    Chen, J., Chau, L.-P. & Hou, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo (ICME). Institute of Electrical and Electronics Engineers, Inc., 9102806. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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