Prof. HOU Junhui (侯軍輝)
Research Output
- 2022
- Published
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling
Liu, H., Yuan, H., Hou, J., Hamzaoui, R. & Gao, W., 2022, In: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 31, p. 7389-7402Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 95 - Published
Screen Content Video Quality Assessment Model Using Hybrid Spatiotemporal Features
Zeng, H., Huang, H., Hou, J., Cao, J., Wang, Y. & Ma, K., 2022, In: IEEE Transactions on Image Processing. 31, p. 6175-6187Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - Published
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation
Tang, Y., Qian, Y., Zhang, Q., Zeng, Y., Hou, J. & Zhe, X., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2022. Institute of Electrical and Electronics Engineers, Inc., p. 6387-6395 9 p. (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: 17 - 2021
- Published
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation
Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., Dec 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 12, p. 4784-4797 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 74 - 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: 87 - 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: 52 - Published
Categorical Matrix Completion with Active Learning for High-throughput Screening
Chen, J., Hou, J. & Wong, K., 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
- 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: 20 - 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: 17 - 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: 21 - 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., 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: 47 - Published
Convolutional Neural Networks With Dynamic Regularization
Wang, Y., Bian, Z., Hou, J. & Chau, L., 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: 24 - 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: 63 - 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: 21 - 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: 211 - Published
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds
Wang, Y., Hou, J., Hou, X. & Chau, L., 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: 84 - 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: 85 - 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: 49
