Prof. HOU Junhui (侯軍輝)
Research Output
- 2025
- Online published
Rendering-Oriented 3D Point Cloud Attribute Compression using Sparse Tensor-based Transformer
Huo, X., Hou, J., Wan, S. & Yang, F., 28 Feb 2025, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
Boosting 3D Object Detection with Semantic-Aware Multi-Branch Framework
Jing, H., Wang, A., Zhao, L., Yang, Y., Bu, D., Zhang, J. & Zhang, Y. & 1 others, , 10 Jan 2025, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Unveiling the Power of Self-Supervision for Multi-View Multi-Human Association and Tracking
Feng, W., Wang, F., Han, R., Gan, Y., Qian, Z., Hou, J. & Wang, S., Jan 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 1, p. 351-368 18 p., 10684138.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion
Wu, L., Zhang, Q., Hou, J. & Xu, Y., 2025, In: IEEE Transactions on Multimedia. 27, p. 940-953Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
PointMCD: Boosting Deep Point Cloud Encoders via Multi-view Cross-modal Distillation for 3D Shape Recognition
Zhang, Q., Hou, J. & Qian, Y., 2025, In: IEEE Transactions on Multimedia. 27, p. 754-767 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13 - 2024
- Online published
On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding
Lin, G., Yang, L., Liu, Y., Zhang, C., Hou, J., Jin, X. & Komura, T. & 2 others, , 24 Dec 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. 13 p., 10815066.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images
Hou, J., Zhu, Z., Hou, J., Liu, H., Zeng, H. & Meng, D., Dec 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 8123-8138Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Dynamic 3D Point Cloud Sequences as 2D Videos
Zeng, Y., Hou, J., Zhang, Q., Ren, S. & Wang, W., Dec 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 9371-9386Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection
Zhang, Y., Zhu, Z., Hou, J. & Wu, D., Dec 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 10614-10628Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images
Qi, J., Jia, Y., Liu, H. & Hou, J., Nov 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 11, p. 11360-11372Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering
Lyu, X., Liu, H. & Hou, J., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY, United States: Association for Computing Machinery, p. 10920-10929 10 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Rethinking the One-shot Object Detection: Cross-Domain Object Search
Zhang, Y., Zheng, S., Han, R., Feng, Y., Hou, J., Song, L. & Feng, W. & 1 others, , 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY, United States: Association for Computing Machinery, p. 9573-9581 9 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction
Yao, Y., Ren, S., Hou, J., Deng, Z., Zhang, J. & Wang, W., 25 Oct 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXXIII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, Cham, p. 271-288 (Lecture Notes in Computer Science; vol. 15091).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Light Field Depth Estimation via Stitched Epipolar Plane Images
Zhou, P., Shi, L., Liu, X., Jin, J., Zhang, Y. & Hou, J., Oct 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6866-6879Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
PointVST: Self-Supervised Pre-Training for 3D Point Clouds Via View-Specific Point-to-Image Translation
Zhang, Q. & Hou, J., Oct 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6900-6912 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Online published
A No-Reference Quality Assessment Model for Screen Content Videos via Hierarchical Spatiotemporal Perception
Liu, Z., Zeng, H., Chen, J., Ding, R., Shi, Y. & Hou, J., 27 Sept 2024, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 15 p., 10697204.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
3D Shape Completion on Unseen Categories: A Weakly-Supervised Approach
Wu, L., Hou, J., Song, L. & Xu, Y., 12 Sept 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
FairMatch: Promoting Partial Label Learning by Unlabeled Samples
Jiang, J., Jia, Y., LIU, H. & Hou, J., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 1269-1278 10 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Noisy Label Removal for Partial Multi-Label Learning
Yang, F., Jia, Y., Liu, H., Dong, Y. & Hou, J., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3724-3735 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Online published
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis
You, M. & Hou, J., 26 Jul 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. p. 1-13Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
