Dr. HOU Junhui (侯軍輝)

Research Output

  1. 2018
  2. 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., Sep 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 16
    Check@CityULib
  3. Published

    Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework

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

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

    Scopus citations: 22
    Check@CityULib
  4. 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., Sep 2018, 2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM). IEEE, 8499086. (IEEE International Conference on Multimedia Big Data (BigMM)).

    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: 19
    Check@CityULib
  5. 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) . IEEE

    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
  6. 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. IEEE, p. 2563-2566 8518292. (IEEE International Symposium on Geoscience and Remote Sensing IGARSS).

    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: 6
    Check@CityULib
  7. 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. IEEE, 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: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 65
    Check@CityULib
  8. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 24
    Check@CityULib
  9. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 22
    Check@CityULib
  10. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 19
    Check@CityULib
  11. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 44
    Check@CityULib
  12. 2017
  13. 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). IEEE, p. 290-295

    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: 6
    Check@CityULib
  14. 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). IEEE, p. 1152-1155

    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: 1
    Check@CityULib
  15. Published

    A NOVEL DIRECTION-BASED JND MODEL FOR PERCEPTUAL HEVC INTRA CODING

    Zeng, Z., Zeng, H., Chen, J., Hou, J., Cai, C. & Ma, K., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS). IEEE, p. 186-190 (IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)).

    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

    COMPRESSION OF 3D POINT CLOUDS USING 1D DISCRETE COSINE TRANSFORM

    Gu, S., Hou, J., Zeng, H., Chen, J., Zhu, J. & Ma, K., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS). IEEE, p. 196-200 (IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)).

    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
  17. Published

    HANDWRITTEN NUMERAL RECOGNITION USING MULTI-TASK LEARNING

    Hou, J., Zeng, H., Cai, L., Zhu, J., Cao, J. & Hou, J., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) - Proceedings. IEEE, p. 155-158

    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

    MULTI-VIEW JOINT LEARNING NETWORK FOR PEDESTRIAN GENDER CLASSIFICATION

    Cai, L., Zeng, H., Zhu, J., Cao, J., Hou, J. & Cai, C., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) : Proceedings. IEEE, p. 23-27 (International Symposium on Intelligent Signal Processing and Communication Systems ISPACS).

    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
  19. Published

    Video Summarization via Simultaneous Block Sparse Representation

    Ma, M., Mei, S., Wan, S., Hou, J., Wang, Z. & Feng, D., Nov 2017, 2017 International Conference on Digital Image Computing : Techniques and Applications (DICTA). IEEE, p. 676-682

    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
  20. Published

    Video summarization via temporal collaborative representation of adjacent frames

    Ma, M., Met, S., Hou, J., Wan, S. & Wang, Z., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) - Proceedings. IEEE, p. 164-169 (International Symposium on Intelligent Signal Processing and Communication Systems ISPACS).

    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. Published

    HYPERSPECTRAL IMAGE SUPER-RESOLUTION VIA CONVOLUTIONAL NEURAL NETWORK

    Mei, S., Yuan, X., Ji, J., Wan, S., Hou, J. & Du, Q., Sep 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE, p. 4297-4301 (IEEE International Conference on Image Processing, ICIP).

    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: 10
    Check@CityULib
  22. Published

    Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks

    Mei, S., Ji, J., Hou, J., Li, X. & Du, Q., Aug 2017, In: IEEE Transactions on Geoscience and Remote Sensing. 55, 8, p. 4520-4533 14 p., 7919223.

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

    Scopus citations: 146
    Check@CityULib