Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2020
  2. Published

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

    Jin, J., Hou, J., Chen, J., Kwong, S. & Yu, J., 12 Oct 2020, MM'20: Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, p. 193-201

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

    Check@CityULib
  3. Online published

    Non-Negative Transfer Learning with Consistent Inter-domain Distribution

    Peng, Z., Jia, Y. & Hou, J., 1 Oct 2020, In : IEEE Signal Processing Letters.

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

    Check@CityULib
  4. Online 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., 23 Sep 2020, In : IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

    Check@CityULib
  5. Online 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., 10 Sep 2020, In : IEEE Transactions on Multimedia. 14 p.

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

    Check@CityULib
  6. 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., Sep 2020, In : IEEE Transactions on Broadcasting. 66, 3, p. 701-717 8945224.

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

    Scopus citations: 3
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  7. Published

    Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries

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

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

    Scopus citations: 1
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  8. Online published

    Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA

    Jia, Y., Hou, J. & Kwong, S., 27 Aug 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 13 p.

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

    Check@CityULib
  9. Online published

    Joint Optimization for Pairwise Constraint Propagation

    Jia, Y., Wu, W., Wang, R., Hou, J. & Kwong, S., 3 Aug 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 13 p.

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

    Check@CityULib
  10. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 11
    Check@CityULib
  11. 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)

    Check@CityULib
  12. 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)

    Check@CityULib
  13. 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 journal

    Scopus citations: 1
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  14. 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 journal

    Scopus citations: 1
    Check@CityULib
  15. 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)

    Check@CityULib
  16. Online published

    Convolutional Neural Networks With Dynamic Regularization

    Wang, Y., Bian, Z., Hou, J. & Chau, L., 8 Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  17. 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 journal

    Scopus citations: 1
    Check@CityULib
  18. 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, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020). IEEE, 10 p.

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

    Check@CityULib
  19. 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)

    Check@CityULib
  20. Online published

    Patch based Video Summarization with Block Sparse Representation

    Mei, S., Ma, M., Wan, S., Hou, J., Wang, Z. & Feng, D. D., 16 Apr 2020, In : IEEE Transactions on Multimedia.

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

    Check@CityULib
  21. Online published

    Categorical Matrix Completion with Active Learning for High-throughput Screening

    Chen, J., Hou, J. & Wong, K., 20 Mar 2020, 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 journal

    Check@CityULib
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