Prof. HOU Junhui (侯軍輝)
Research Output
- 2022
- Published
RegGeoNet: Learning Regular Representations for Large-Scale 3D Point Clouds
Zhang, Q., Hou, J., Qian, Y., Chan, A. B., Zhang, J. & He, Y., Dec 2022, In: International Journal of Computer Vision. 130, 12, p. 3100–3122 23 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - Published
Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds
ZHU, Z., HOU, J. & LYU, X., Nov 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, Inc., p. 7462-7476 15 p. (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 10 - Published
Deep Spatial-angular Regularization for Light Field Imaging, Denoising, and Super-resolution
Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L.-P., Oct 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 10, p. 6094-6110 18 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 41 - Published
Finding Stars from Fireworks: Improving Non-Cooperative Iris Tracking
Lin, C., Li, X., Li, Z. & Hou, J., Sept 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 9, p. 6137-6147 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - Published
Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery
Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., Aug 2022, In: IEEE Transactions on Cybernetics. 52, 8, p. 7919-7930Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17 - Published
Self-supervised Symmetric Nonnegative Matrix Factorization
Jia, Y., Liu, H., Hou, J., Kwong, S. & Zhang, Q., Jul 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 7, p. 4526-4537 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8 - Published
Learning hyperspectral images from RGB images via a coarse-to-fine CNN
MEI, S., GENG, Y., HOU, J. & DU, Q., May 2022, In: Science China Information Sciences. 65, 5, 152102.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 70 - Published
Deep Coarse-to-fine Dense Light Field Reconstruction with Flexible Sampling and Geometry-aware Fusion
Jin, J., Hou, J., Chen, J., Zeng, H., Kwong, S. & Yu, J., Apr 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 4, p. 1819-1836Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 64 - Published
Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification
Liu, H., Jia, Y., Hou, J. & Zhang, Q., Apr 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 4, p. 2013-2024 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 27 - Published
Learning Low-rank Graph with Enhanced Supervision
Liu, H., Jia, Y., Hou, J. & Zhang, Q., Apr 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 4, p. 2501-2506 7 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Maximum Entropy Subspace Clustering Network
Peng, Z., Jia, Y., Liu, H., Hou, J. & Zhang, Q., Apr 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 4, p. 2199-2210Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 25 - Published
A Hybrid Compression Framework for Color Attributes of Static 3D Point Clouds
Liu, H., Yuan, H., Liu, Q., Hou, J., Zeng, H. & Kwong, S., Mar 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 3, p. 1564-1577Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 80 - 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
Scopus citations: 10 - 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: 30 - 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: 9 - 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.-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: 22 - 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.-P., 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: 26 - 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: 17 - 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: 10