Prof. HOU Junhui (侯軍輝)
Research Output
- 2021
- Published
PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-view Projection
Liu, Q., Yuan, H., Su, H., Liu, H., Wang, Y., Yang, H. & Hou, J., Dec 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 12, p. 4645-4660 17 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 125 - Published
Subjective Quality Database and Objective Study of Compressed Point Clouds with 6DoF Head-mounted Display
Wu, X., Zhang, Y., Fan, C., Hou, J. & Kwong, S., Dec 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 12, p. 4630-4644 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 63 - Published
Categorical Matrix Completion with Active Learning for High-throughput Screening
Chen, J., Hou, J. & Wong, K.-C., Nov 2021, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 6, p. 2261-2270 10 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines
Guo, M., Jin, J., Liu, H. & Hou, J., Oct 2021, 2021 IEEE/CVF International Conference on Computer Vision ICCV 2021: Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 2430-2439 (International Conference on Computer Vision (ICCV)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 18 - Published
Learning Spatial-angular Fusion for Compressive Light Field Imaging in a Cycle-consistent Framework
Lyu, X., Zhu, Z., Guo, M., Jin, J., Hou, J. & Zeng, H., Oct 2021, MM '21: Proceedings of the 29th ACM International Conference on Multimedia. New York, NY: Association for Computing Machinery, p. 4613-4621 (MM - Proceedings of the ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - Published
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild
Zhu, Z., Liu, H., Hou, J., Zeng, H. & Zhang, Q., Oct 2021, 2021 IEEE/CVF International Conference on Computer Vision ICCV 2021: Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 2259-2268 (International Conference on Computer Vision (ICCV)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 24 - Published
Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA
Jia, Y., Hou, J. & Kwong, S., Sept 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 9, p. 3985-3997 13 p., 9178787.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 20 - Published
Joint Optimization for Pairwise Constraint Propagation
Jia, Y., Wu, W., Wang, R., Hou, J. & Kwong, S., Jul 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 7, p. 3168-3180 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 24 - Published
A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features
Tian, Y., Zeng, H., Hou, J., Chen, J., Zhu, J. & Ma, K.-K., May 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 5, p. 2046-2050 8979387.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 51 - Published
Convolutional Neural Networks With Dynamic Regularization
Wang, Y., Bian, Z.-P., Hou, J. & Chau, L.-P., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 2299-2304 9110754.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 28 - Published
Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization
Jia, Y., Liu, H., Hou, J. & Kwong, S., May 2021, In: IEEE Transactions on Cybernetics. 51, 5, p. 2550-2562 9013063.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 70 - Published
Clustering Ensemble Meets Low-rank Tensor Approximation
Jia, Y., Liu, H., Hou, J. & Zhang, Q., Feb 2021, Proceedings of the AAAI Conference on Artificial Intelligence. AAAI Press, Vol. 35. p. 7970-7978 (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9B).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 30 - 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, , Jan 2021, In: IEEE Transactions on Cybernetics. 51, 1, p. 88-100Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 226 - Published
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds
Wang, Y., Hou, J., Hou, X. & Chau, L.-P., 2021, In: IEEE Transactions on Image Processing. 30, p. 2876-2887 9347744.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 97 - Published
Attention-driven Graph Clustering Network
Peng, Z., Liu, H., Jia, Y. & Hou, J., 2021, MM '21: Proceedings of the 29th ACM International Conference on Multimedia. New York: Association for Computing Machinery, p. 935–943 (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 112 - Published
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds
Zeng, Y., Qian, Y., Zhu, Z., Hou, J., Yuan, H. & He, Y., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021. Institute of Electrical and Electronics Engineers, Inc., p. 6048-6057 (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: 67 - Published
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images
Zhu, Z., Liu, H., Hou, J., Jia, S. & Zhang, Q., 2021, In: IEEE Transactions on Computational Imaging. 7, p. 1176-1188Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 23 - Published
Deep Magnification-Flexible Upsampling over 3D Point Clouds
Qian, Y., Hou, J., Kwong, S. & He, Y., 2021, In: IEEE Transactions on Image Processing. 30, p. 8354-8367Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 50 - Published
DRLFNet: A Dense-Connection Residual Learning Neural Network for Light Field Super Resolution
Fu, C., Ma, X., Liu, Y., Hou, J. & Yuan, H., 2021, Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part III. Peng, Y., Hu, S.-M., Gabbouj, M., Zhou, K., Elad, M. & Xu, K. (eds.). Cham: Springer, Vol. Part III. p. 501-510 (Lecture Notes in Computer Science; vol. 12890).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning
Zhu, Z., Hou, J., Chen, J., Zeng, H. & Zhou, J., 2021, In: IEEE Transactions on Image Processing. 30, p. 1423-1438 16 p., 9298460.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 76
