Prof. HOU Junhui (侯軍輝)
Research Output
- 2022
- Accepted/In press/Filed
- Published
深度神经网络压缩与加速综述
曾焕强, 胡浩麟, 林向伟, 侯军辉 & 蔡灿辉, Jan 2022, In: 信号处理. 38, 1, p. 183-194Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Adaptive Attribute and Structure Subspace Clustering Network
Peng, Z., Liu, H., Jia, Y. & Hou, J., 2022, In: IEEE Transactions on Image Processing. 31, p. 3430-3439 10 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 23 - Published
AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data
Fang, H., Wu, J., Li, L., Hou, J., Dong, W. & Shi, G., 2022, MM ’22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, p. 1427-1435 (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
A Spatial and Geometry Feature-Based Quality Assessment Model for the Light Field Images
Huang, H., Zeng, H., Hou, J., Chen, J., Zhu, J. & Ma, K., 2022, In: IEEE Transactions on Image Processing. 31, p. 3765-3779Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17 - Published
Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration
Chen, J., Yang, Z., Chan, T. N., Li, H., Hou, J. & Chau, L., 2022, In: IEEE Transactions on Image Processing. 31, p. 2661-2672Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 21 - Published
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution
Hou, J., Zhu, Z., Hou, J., Zeng, H., Wu, J. & Zhou, J., 2022, In: IEEE Transactions on Image Processing. 31, p. 5720-5732Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - Published
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment
Zeng, Y., Qian, Y., Zhang, Q., Hou, J., YUAN, Y. & He, Y., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 6328-6337 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 7 - Published
Occlusion-aware Unsupervised Learning of Depth from 4-D Light Fields
Jin, J. & Hou, J., 2022, In: IEEE Transactions on Image Processing. 31, p. 2216-2228Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 25 - Published
Point Cloud Quality Assessment via 3D Edge Similarity Measurement
Lu, Z., Huang, H., Zeng, H., Hou, J. & Ma, K., 2022, In: IEEE Signal Processing Letters. 29, p. 1804-1808Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - 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: 83 - 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: 9 - 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: 14 - 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: 61 - 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: 71 - 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: 41 - 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: 3 - 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: 18
