Prof. HOU Junhui (侯軍輝)
Research Output
- 2018
- 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). IEEE, 8631859. (International Conference on Digital Signal Processing, DSP; vol. 2018-November).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - 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. IEEE, 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: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 11 - 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. 4889-4900Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 85 - 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. 2334-2348Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 24 - 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. 4516-4528Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 82 - 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: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 88 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 38 - 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). 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 host publication) › peer-review
Scopus citations: 31 - 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) . IEEEResearch output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 9 - 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 host publication) › peer-review
Scopus citations: 8 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 host publication) › peer-review
Scopus citations: 134- 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. 2872-2886Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 40 - 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. 233-240Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 30 - 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 journal › peer-review
Scopus citations: 30 - 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 journal › peer-review
Scopus citations: 70 - 2017
- 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. 290-295Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 12 - 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. 1152-1155Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - 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 host publication) › peer-review
Scopus citations: 3 - 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 host publication) › peer-review
Scopus citations: 4 - 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. 155-158Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 5