Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2021
  2. Online published

    Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery

    Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., 8 Jan 2021, In : IEEE Transactions on Cybernetics.

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

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  3. Published

    ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection

    Li, C., Cong, R., Kwong, S., Hou, J., Fu, H., Zhu, G., Zhang, D. & 1 others, Huang, Q., Jan 2021, In : IEEE Transactions on Cybernetics. 51, 1, p. 88-100

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

    Scopus citations: 11
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  4. 2020
  5. Online published

    Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning

    Zhu, Z., Hou, J., Chen, J., Zeng, H. & Zhou, J., 17 Dec 2020, In : IEEE Transactions on Image Processing. 16 p.

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

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  6. 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)peer-review

    Check@CityULib
  7. 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 journalpeer-review

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  8. 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 journalpeer-review

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  9. 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 journalpeer-review

    Scopus citations: 2
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  10. 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 journalpeer-review

    Scopus citations: 1
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  11. 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 journalpeer-review

    Check@CityULib
  12. 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 journalpeer-review

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  13. Published

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

    Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L., 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 Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Check@CityULib
  14. 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 journalpeer-review

    Scopus citations: 20
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  15. 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

    Check@CityULib
  16. 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

    Check@CityULib
  17. 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

    Check@CityULib
  18. 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: 1
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  19. 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: 3
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  20. 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
  21. 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 journalpeer-review

    Check@CityULib
  22. 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: 1
    Check@CityULib
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