Prof. HOU Junhui (侯軍輝)

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Research Output

  1. 2019
  2. Published

    ImmerTai: Immersive Motion Learning in VR Environments

    Chen, X., Chen, Z., Li, Y., He, T., Hou, J., Liu, S. & He, Y., Jan 2019, In: Journal of Visual Communication and Image Representation. 58, p. 416-427

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 54
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  3. 2018
  4. Published

    Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization

    Wu, W., Jia, Y., Kwong, S. & Hou, J., Dec 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 6348-6361

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 62
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  5. Published

    Learning Randomized Decision Trees for Human Behavior Capture

    Bian, Z., Tan, C., Hou, J. & Chau, L., 28 Nov 2018, Learning Approaches in Signal Processing. Siu, W., Chau, L., Wang, L. & Tang, T. (eds.). 1st ed. Pan Stanford Publishing Pte. Ltd., p. 435-470 (Pan Stanford Series on Digital Signal Processing; vol. 2).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review

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  6. Published

    Light Field Spatial Super-resolution via CNN Guided by A Single High-resolution RGB Image

    Jin, J., Hou, J., Chen, J., Yeung, H. & Kwong, S., Nov 2018, 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP). Institute of Electrical and Electronics Engineers, Inc., 8631859. (International Conference on Digital Signal Processing, DSP; vol. 2018-November).

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

    Scopus citations: 4
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  7. Published

    Model-Based Encoding Parameter Optimization for 3D Point Cloud Compression

    Liu, Q., Yuan, H., Hou, J., Liu, H. & Hamzaoui, R., Nov 2018, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 1981-1986 8659653. (Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC - Proceedings).

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

    Scopus citations: 14
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  8. Published

    Accurate Light Field Depth Estimation with Superpixel Regularization over Partially Occluded Regions

    Chen, J., Hou, J., Ni, Y. & Chau, L., Oct 2018, In: IEEE Transactions on Image Processing. 27, 10, p. 4889-4900

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 105
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  9. Published

    Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP

    Yuan, H., Fu, H., Liu, J., Hou, J. & Kwong, S., Oct 2018, In: IEEE Transactions on Mobile Computing. 17, 10, p. 2334-2348

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 25
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  10. Published

    A Gabor Feature-Based Quality Assessment Model for the Screen Content Images

    Ni, Z., Zeng, H., Ma, L., Hou, J., Chen, J. & Ma, K. K., Sept 2018, In: IEEE Transactions on Image Processing. 27, 9, p. 4516-4528

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 99
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  11. Published

    Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues

    Yeung, H. W. F., Hou, J., Chen, J., Chung, Y. Y. & Chen, X., Sept 2018, Computer Vision – ECCV 2018: 15th European Conference, 2018, Proceedings. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Springer, Cham, p. 138-154 (Lecture Notes in Computer Science; vol. 11210).

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

    Scopus citations: 93
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  12. Published

    Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework

    Chen, J., Hou, J. & Chau, L., Sept 2018, In: IEEE Signal Processing Letters. 25, 9, p. 1403-1407 8423122.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 41
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  13. Published

    Light Filed Image Quality Assessment by Local and Global Features of Epipolar Plane Image

    Fang, Y., Wei, K., Hou, J., Wen, W. & Imamoglu, N., Sept 2018, 2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM). Institute of Electrical and Electronics Engineers, Inc., 8499086. (IEEE International Conference on Multimedia Big Data (BigMM)).

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

    Scopus citations: 38
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  14. Published

    CONVEX CONSTRAINED CLUSTERING WITH GRAPH-LAPLACIAN PCA

    Jia, Y., Kwong, S., Hou, J. & Wu, W., Jul 2018, 2018 IEEE International Conference on Multimedia and Expo (ICME) . Institute of Electrical and Electronics Engineers, Inc.

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

    Scopus citations: 10
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  15. Published

    HYPERSPECTRAL CLASSIFICATION VIA SPATIAL CONTEXT EXPLORATION WITH MULTI-SCALE CNN

    Tian, Z., Ji, J., Mei, S., Hou, J., Wan, S. & Du, Q., Jul 2018, 2018 IEEE International Geoscience & Remote Sensing Symposium - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 2563-2566 8518292. (IEEE International Symposium on Geoscience and Remote Sensing IGARSS).

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

    Scopus citations: 9
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  16. Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework

    Chen, J., Tan, C., Hou, J., Chau, L. & Li, H., Jun 2018, Proceedings: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2018. Institute of Electrical and Electronics Engineers, Inc., p. 6286-6295 10 p. 8578756. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    Scopus citations: 158
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  17. Published

    Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification

    Mei, S., Hou, J., Chen, J., Chau, L. & Du, Q., May 2018, In: IEEE Transactions on Geoscience and Remote Sensing. 56, 5, p. 2872-2886

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 44
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  18. Published

    A multi-scale contrast-based image quality assessment model for multi-exposure image fusion

    Xing, L., Cai, L., Zeng, H., Chen, J., Zhu, J. & Hou, J., Apr 2018, In: Signal Processing. 145, p. 233-240

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 32
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  19. Published

    Semi-Supervised Spectral Clustering with Structured Sparsity Regularization

    Jia, Y., Kwong, S. & Hou, J., Mar 2018, In: IEEE Signal Processing Letters. 25, 3, p. 403-407 8253493.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 34
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  20. Published

    Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views

    Chen, J., Hou, J. & Chau, L., Jan 2018, In: IEEE Transactions on Image Processing. 27, 1, p. 314-324 8030107.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 77
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  21. 2017
  22. Published

    Robust human activity recognition using lesser number of wearable sensors

    Wang, D., Candinegara, E., Hou, J., Tan, A. & Miao, C., Dec 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC). Institute of Electrical and Electronics Engineers, Inc., p. 290-295

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

    Scopus citations: 14
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  23. Published

    Single image superresolution by multiple geometrical regressors

    Zhou, Y., Kwong, S. & Hou, J., Dec 2017, Proceedings - Ninth Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2017). Institute of Electrical and Electronics Engineers, Inc., p. 1152-1155

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

    Scopus citations: 1
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