Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2020
  2. 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. (eds.). Springer, Cham, p. 752-769 (Lecture Notes in Computer Science ; vol. 12364).

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

    Scopus citations: 4
    Check@CityULib
  3. 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). IEEE, 9102829. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

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

    Scopus citations: 3
    Check@CityULib
  4. 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). IEEE, 9102866. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

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

    Scopus citations: 2
    Check@CityULib
  5. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 15
    Check@CityULib
  6. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 8
    Check@CityULib
  7. Published

    SURFACE CONSISTENT LIGHT FIELD EXTRAPOLATION OVER STRATIFIED DISPARITY AND SPATIAL GRANULARITIES

    Chen, J., Chau, L. & Hou, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 9102806. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

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

    Check@CityULib
  8. Published

    An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP

    Yuan, H., Hu, X., Hou, J., Wei, X. & Kwong, S., Jun 2020, In: IEEE Transactions on Broadcasting. 66, 2, p. 251-263 8930035.

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

    Scopus citations: 6
    Check@CityULib
  9. Published

    Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization

    Jin, J., Hou, J., Chen, J. & Kwong, S., Jun 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition: Proceedings. Institute of Electrical and Electronics Engineers, p. 2257-2266 10 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR).

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

    Scopus citations: 16
    Check@CityULib
  10. Published

    NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image

    Arad, B., Timofte, R., Ben-Shahar, O., Lin, Y., Finlayson, G., Givati, S., Li, J. & 41 others, Wu, C., Song, R., Li, Y., Liu, F., Lang, Z., Wei, W., Zhang, L., Nie, J., Zhao, Y., Po, L., Yan, Q., Liu, W., Lin, T., Kim, Y., Shin, C., Rho, K., Kim, S., ZHU, Z., HOU, J., Sun, H., Ren, J., Fang, Z., Yan, Y., Peng, H., Chen, X., Zhao, J., Stiebel, T., Koppers, S., Merhof, D., Gupta, H., Mitra, K., Fubara, B. J., Sedky, M., Dyke, D., Banerjee, A., Palrecha, A., Sabarinathan, Uma, K., Vinothini, D. S., Sathya Bama, B. & Md Mansoor Roomi, S. M., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society, p. 1806-1822 9150756. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).

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

    Scopus citations: 30
    Check@CityULib
  11. Published

    Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

    Guo, C., Li, C., Guo, J., Loy, C. C., Hou, J., Kwong, S. & Cong, R., Jun 2020, Proceedings 2020 IEEE/CVF International Conference on Computer Vision and Pattern Recognition. IEEE, p. 1777-1786

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

    Scopus citations: 78
    Check@CityULib
  12. Online published

    Categorical Matrix Completion with Active Learning for High-throughput Screening

    Chen, J., Hou, J. & Wong, K., 20 Mar 2020, (Online published) In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 11 p.

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

    Check@CityULib
  13. Published

    Video summarization via block sparse dictionary selection

    Ma, M., Mei, S., Wan, S., Hou, J., Wang, Z. & Feng, D. D., 22 Feb 2020, In: Neurocomputing. 378, p. 197-209

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

    Scopus citations: 34
    Check@CityULib
  14. Published

    An Underwater Image Enhancement Benchmark Dataset and Beyond

    Li, C., Guo, C., Ren, W., Cong, R., Hou, J., Kwong, S. & Tao, D., 13 Feb 2020, In: IEEE Transactions on Image Processing. 29, p. 4376-4389 8917818.

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

    Scopus citations: 132
    Check@CityULib
  15. Published

    Learning Light Field Angular Super-Resolution via a Geometry-Aware Network

    Jin, J., Hou, J., Yuan, H. & Kwong, S., Feb 2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20). California: AAAI Press, p. 11141-11148 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 7).

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

    Scopus citations: 7
    Check@CityULib
  16. Published

    Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos

    Yuan, H., Zhao, S., Hou, J., Wei, X. & Kwong, S., Jan 2020, In: IEEE Journal on Selected Topics in Signal Processing. 14, 1, p. 177-193

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

    Scopus citations: 2
    Check@CityULib
  17. Published

    3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation

    Gu, S., Hou, J., Zeng, H., Yuan, H. & Ma, K., 2020, In: IEEE Transactions on Image Processing. 29, p. 796-808 13 p., 8816692.

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

    Scopus citations: 11
    Check@CityULib
  18. Published

    3D Point Cloud Attribute Compression via Graph Prediction

    Gu, S., Hou, J., Zeng, H. & Yuan, H., 2020, In: IEEE Signal Processing Letters. 27, p. 176-180

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

    Scopus citations: 2
    Check@CityULib
  19. Published

    Clustering-aware Graph Construction: A Joint Learning Perspective

    Jia, Y., Liu, H., Hou, J. & Kwong, S., 2020, In: IEEE Transactions on Signal and Information Processing over Networks. 6, p. 357-370

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

    Scopus citations: 5
    Check@CityULib
  20. Published

    Light Field Image Quality Assessment via the Light Field Coherence

    Tian, Y., Zeng, H., Hou, J., Chen, J. & Ma, K., 2020, In: IEEE Transactions on Image Processing. 29, p. 7945-7956 9143505.

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

    Scopus citations: 8
    Check@CityULib
  21. Published

    Non-Negative Transfer Learning with Consistent Inter-Domain Distribution

    Peng, Z., Jia, Y. & Hou, J., 2020, In: IEEE Signal Processing Letters. 27, p. 1720-1724 9210817.

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

    Scopus citations: 1
    Check@CityULib