Dr. HOU Junhui (侯軍輝)
Research Output
- 2023
- Online published
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation
Jia, Y., Lu, G., Liu, H. & Hou, J., 5 Jan 2023, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 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, 22, 62) › 21_Publication in refereed journal › peer-review
- 2022
- Online published
Plausible Proxy Mining with Credibility for Unsupervised Person Re-identification
Zheng, D., Xiao, J., Sun, M., Bai, H. & Hou, J., 27 Dec 2022, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Online published
Deep Attention-guided Graph Clustering with Dual Self-supervision
Peng, Z., Liu, H., Jia, Y. & Hou, J., 22 Dec 2022, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 13 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 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, 22, 62) › 21_Publication in refereed journal › peer-review
- Online published
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling
Liu, H., Yuan, H., Hou, J., Hamzaoui, R. & Gao, W., 23 Nov 2022, (Online published) In: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Online 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Deep Spatial-angular Regularization for Light Field Imaging, Denoising, and Super-resolution
Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L., 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 5 - Online published
CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence
Ren, S., Zeng, Y., Hou, J. & Chen, X., 22 Sep 2022, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 11 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Finding Stars from Fireworks: Improving Non-Cooperative Iris Tracking
Lin, C., Li, X., Li, Z. & Hou, J., Sep 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Online published
ECSNet: Spatio-Temporal Feature Learning for Event Camera
Chen, Z., Wu, J., Hou, J., Li, L., Dong, W. & Shi, G., 29 Aug 2022, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology. 12 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Online published
PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows
Mao, A., Du, Z., Hou, J., Duan, Y., Liu, Y. & He, Y., 4 Aug 2022, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. 14 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 13 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Online 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., 23 May 2022, (Online published) In: IEEE Transactions on Image Processing.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 14 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 15 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 4 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 7