Prof. HOU Junhui (侯軍輝)
Research Output
- 2021
- Published
Convolutional Neural Networks With Dynamic Regularization
Wang, Y., Bian, Z., Hou, J. & Chau, L., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 2299-2304 9110754.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 12 - Published
Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization
Jia, Y., Liu, H., Hou, J. & Kwong, S., May 2021, In: IEEE Transactions on Cybernetics. 51, 5, p. 2550-2562 9013063.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 48 - Published
Clustering Ensemble Meets Low-rank Tensor Approximation
Jia, Y., Liu, H., Hou, J. & Zhang, Q., Feb 2021, Proceedings of the AAAI Conference on Artificial Intelligence. AAAI Press, Vol. 35. p. 7970-7978 (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9B).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 8 - Published
ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection
Li, C., Cong, R., Kwong, S., Hou, J., Fu, H., Zhu, G., Zhang, D., & 1 others, Jan 2021, In: IEEE Transactions on Cybernetics. 51, 1, p. 88-100Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 154 - 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: 48 - 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 host publication) › peer-review
Scopus citations: 33 - 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. 6048-6057 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 28 - 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
Scopus citations: 12 - 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
Scopus citations: 22 - 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 host publication) › 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: 41 - 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: 25 - 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: 18 - 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. 10292-10302 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 19 - 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
Scopus citations: 48 - 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
Scopus citations: 14 - 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: 209 - 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: Advances in Neural Information Processing Systems 33 (NeurIPS 2020). Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. & Lin, H. (eds.). Vol. 33. 12 p.Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 33 - 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: 9 - 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: 16
