Dr. HOU Junhui (侯軍輝)
Research Output
- 2021
- 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - 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: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- 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. IEEE, p. 6048-6057Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images
Zhu, Z., Liu, H., Hou, J., Jia, S. & Zhang, Q., 2021, In: IEEE Transactions on Computational Imaging. 7, p. 1176-1188Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Deep Magnification-Flexible Upsampling over 3D Point Clouds
Qian, Y., Hou, J., Kwong, S. & He, Y., 2021, In: IEEE Transactions on Image Processing. 30, p. 8354-8367Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
DRLFNet: A Dense-Connection Residual Learning Neural Network for Light Field Super Resolution
Fu, C., Ma, X., Liu, Y., Hou, J. & Yuan, H., 2021, Image and Graphics: 11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part III. Peng, Y., Hu, S., Gabbouj, M., Zhou, K., Elad, M. & Xu, K. (eds.). Cham: Springer, Vol. Part III. p. 501-510 (Lecture Notes in Computer Science; vol. 12890).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning
Zhu, Z., Hou, J., Chen, J., Zeng, H. & Zhou, J., 2021, In: IEEE Transactions on Image Processing. 30, p. 1423-1438 16 p., 9298460.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Model-based Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression
Liu, Q., Yuan, H., Hou, J., Hamzaoui, R. & Su, H., 2021, In: IEEE Transactions on Multimedia. 23, p. 3278-3291 14 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - Published
Patch Based Video Summarization With Block Sparse Representation
Mei, S., Ma, M., Wan, S., Hou, J., Wang, Z. & Feng, D. D., 2021, In: IEEE Transactions on Multimedia. 23, p. 732-747 9069290.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - Published
Recurrent Multi-view Alignment Network for Unsupervised Surface Registration
Feng, W., Zhang, J., Cai, H., Xu, H., Hou, J. & Bao, H., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021. IEEE, p. 10292-10302Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Reduced Reference Perceptual Quality Model with Application to Rate Control for Video-Based Point Cloud Compression
Liu, Q., Yuan, H., Hamzaoui, R., Su, H., Hou, J. & Yang, H., 2021, In: IEEE Transactions on Image Processing. 30, p. 6623-6636 9490512.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification
Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., 2021, In: IEEE Transactions on Image Processing. 30, p. 8823-8835Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding
Li, C., Anwar, S., Hou, J., Cong, R., Guo, C. & Ren, W., 2021, In: IEEE Transactions on Image Processing. 30, p. 4985-5000Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - 2020
- Published
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection
Zhang, Q., Cong, R., Hou, J., Li, C. & Zhao, Y., Dec 2020, NeurIPS Proceedings. Larochelle, H., Ranzato, M. & Hadsell, R. (eds.). 12 p. (Advances in Neural Information Processing Systems; no. 33).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 3 - Published
Correlation Filter Tracking via Distractor-aware Learning and Multi-Anchor Detection
Chen, G., Pan, G., Zhou, Y., Kang, W., Hou, J. & Deng, F., Dec 2020, In: IEEE Transactions on Circuits and Systems for Video Technology. 30, 12, p. 4810-4822Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization
Jia, Y., Liu, H., Hou, J. & Kwong, S., Dec 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5575-5587Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - Published
Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses
Jin, J., Hou, J., Chen, J., Kwong, S. & Yu, J., Oct 2020, MM'20: Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, p. 193-201 (MM - Proceedings of the ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 2 - Online 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., 23 Sep 2020, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression
Liu, H., Yuan, H., Liu, Q., Hou, J. & Liu, J., Sep 2020, In: IEEE Transactions on Broadcasting. 66, 3, p. 701-717 8945224.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 10 - Published
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries
Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., Sep 2020, In: IEEE Geoscience and Remote Sensing Letters. 17, 9, p. 1598-1602 8892586.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 5
