Prof. HOU Junhui (侯軍輝)
Research Output
- 2023
- Published
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation
Jia, Y., Lu, G., Liu, H. & Hou, J., Jul 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 7, p. 3455-3461Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15 - Online published
PointMCD: Boosting Deep Point Cloud Encoders via Multi-view Cross-modal Distillation for 3D Shape Recognition
Zhang, Q., Hou, J. & Qian, Y., 22 Jun 2023, (Online published) In: IEEE Transactions on Multimedia. 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8 - Published
6DoF视频技术研究进展
王旭, 刘琼, 彭宗举, 侯军辉, 元辉, 赵铁松, 秦熠, & 3 others, Jun 2023, In: 中国图象图形学报. 28, 6, p. 1863-1890Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence
Ren, S., Zeng, Y., Hou, J. & Chen, X., Mar 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 3, p. 1198-1208Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 26 - Published
Differentiable Deformation Graph-Based Neural Non-rigid Registration
Feng, W., Cai, H., Hou, J., Deng, B. & Zhang, J., Mar 2023, In: Communications in Mathematics and Statistics. 11, 1, p. 151–167Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
ECSNet: Spatio-Temporal Feature Learning for Event Camera
Chen, Z., Wu, J., Hou, J., Li, L., Dong, W. & Shi, G., Feb 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 2, p. 701-712 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14 - Published
Exploiting Manifold Feature Representation for Efficient Classification of 3D Point Clouds
YANG, D., GAO, W., LI, G., YUAN, H., HOU, J. & KWONG, S., Feb 2023, In: ACM Transactions on Multimedia Computing, Communications and Applications. 19, 1s, 50.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Semi-supervised adaptive kernel concept factorization
Wu, W., Hou, J., Wang, S., Kwong, S. & Zhou, Y., Feb 2023, In: Pattern Recognition. 134, 109114.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8 - Published
A Two-level Rectification Attention Network for Scene Text Recognition
Wu, L., Xu, Y., Hou, J., Chen, C. L. P. & Liu, C., 2023, In: IEEE Transactions on Multimedia. 25, p. 2404-2414Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10 - Published
CAS-Net: Cascade Attention-Based Sampling Neural Network for Point Cloud Simplification
Chen, C., Yuan, H., Liu, H., Hou, J. & Hamzaoui, R., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo (ICME 2023). Institute of Electrical and Electronics Engineers, Inc., p. 1991-1996 (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
EGRC-Net: Embedding-induced Graph Refinement Clustering Network
Peng, Z., Liu, H., Jia, Y. & Hou, J., 2023, In: IEEE Transactions on Image Processing. 32, p. 6457-6468Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8 - Published
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement
Hou, J., Zhu, Z., Hou, J., Liu, H., Zeng, H. & Yuan, H., 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). p. 79734-79747 (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 14 - Published
GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute
Xing, J., Yuan, H., Hamzaoui, R., Liu, H. & Hou, J., 2023, In: IEEE Transactions on Image Processing. 32, p. 6303-6317Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - Published
Learning A Locally Unified 3D Point Cloud for View Synthesis
You, M., Guo, M., Lyu, X., Liu, H. & Hou, J., 2023, In: IEEE Transactions on Image Processing. 32, p. 5610-5622Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding
Zhang, Y., Dai, W., Li, Y., Li, C., Hou, J., Zou, J. & Xiong, H., 2023, In: IEEE Transactions on Multimedia. 25, p. 3059-3072Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples
Hu, S., Zhang, J., Liu, W., Hou, J., Li, M., Zhang, L. Y., Jin, H., & 1 others, 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. 1 ed. AAAI press, Vol. 37. p. 872-880 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
PointCRT: Detecting Backdoor in 3D Point Cloud via Corruption Robustness
Hu, S., Liu, W., Li, M., Zhang, Y., Liu, X., Wang, X., Zhang, L. Y., & 1 others, 2023, MM '23: Proceedings of the 31st ACM International Conference on Multimedia. New York, NY: Association for Computing Machinery, p. 666-675Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8 - Published
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images
Deng, Y., Li, H., Tan, S., Hou, J., Du, Q. & Plaza, A., 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, 5501015.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13 - 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: 9
