Prof. HOU Junhui (侯軍輝)
Research Output
- 2020
- Published
3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation
Gu, S., Hou, J., Zeng, H., Yuan, H. & Ma, K., 2020, In: IEEE Transactions on Image Processing. 29, p. 796-808 13 p., 8816692.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 63 - Published
3D Point Cloud Attribute Compression via Graph Prediction
Gu, S., Hou, J., Zeng, H. & Yuan, H., 2020, In: IEEE Signal Processing Letters. 27, p. 176-180Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 27 - Published
Clustering-aware Graph Construction: A Joint Learning Perspective
Jia, Y., Liu, H., Hou, J. & Kwong, S., 2020, In: IEEE Transactions on Signal and Information Processing over Networks. 6, p. 357-370Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14 - Published
Light Field Image Quality Assessment via the Light Field Coherence
Tian, Y., Zeng, H., Hou, J., Chen, J. & Ma, K., 2020, In: IEEE Transactions on Image Processing. 29, p. 7945-7956 9143505.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 38 - Published
Non-Negative Transfer Learning with Consistent Inter-Domain Distribution
Peng, Z., Jia, Y. & Hou, J., 2020, In: IEEE Signal Processing Letters. 27, p. 1720-1724 9210817.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Screen Content Video Quality Assessment: Subjective and Objective Study
Cheng, S., Zeng, H., Chen, J., Hou, J., Zhu, J. & Ma, K., 2020, In: IEEE Transactions on Image Processing. 29, p. 8636-8651 9178481.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 28 - 2019
- Published
Permuted Sparse Representation for 3D Point Clouds
Hou, J., Dec 2019, In: IEEE Signal Processing Letters. 26, 12, p. 1847-1851 8883048.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8 - Published
An Articulated Structure-aware Network for 3D Human Pose Estimation
Tang, Z., Zhang, X. & Hou, J., Nov 2019, Proceedings of The Eleventh Asian Conference on Machine Learning. Lee, W. S. & Suzuki, T. (eds.). p. 48-63 (Proceedings of Machine Learning Research; vol. 101).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - Published
Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images
Li, C., Cong, R., Hou, J., Zhang, S., Qian, Y. & Kwong, S., Nov 2019, In: IEEE Transactions on Geoscience and Remote Sensing. 57, 11, p. 9156-9166 8793227.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 200 - Published
Imbalance-aware Pairwise Constraint Propagation
Liu, H., Jia, Y., Hou, J. & Zhang, Q., Oct 2019, MM '19: Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 1605-1613 (MM - Proceedings of the ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 13 - Published
Correlation filter tracker with siamese: A robust and real-time object tracking framework
Pan, G., Chen, G., Kang, W. & Hou, J., 17 Sept 2019, In: Neurocomputing. 358, p. 33-43Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14 - Published
Deep Quadruplet Appearance Learning for Vehicle Re-Identification
Hou, J., Zeng, H., Zhu, J., Hou, J., Chen, J. & Ma, K., Sept 2019, In: IEEE Transactions on Vehicular Technology. 68, 9, p. 8512-8522 8758238.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 26 - Published
Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization
Wu, W., Kwong, S., Hou, J., Jia, Y. & Ip, H. H. S., Aug 2019, In: IEEE Transactions on Image Processing. 28, 8, p. 3836-3847 8672942.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 30 - Published
3D human pose estimation via human structure-aware fully connected network
Zhang, X., Tang, Z., Hou, J. & Hao, Y., 1 Jul 2019, In: Pattern Recognition Letters. 125, p. 404-410Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution
Yeung, H. W. F., Hou, J., Chen, X., Chen, J., Chen, Z. & Chung, Y. Y., May 2019, In: IEEE Transactions on Image Processing. 28, 5, p. 2319-2330Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 156 - Published
OBJECT COUNTING IN VIDEO SURVEILLANCE USING MULTI-SCALE DENSITY MAP REGRESSION
Wang, Y., Hou, J. & Chau, L., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 2422-2426 8683289. (International Conference on Acoustics, Speech, and Signal Processing (ICASSP)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 13 - Published
Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification
Yang, S., Hou, J., Jia, Y., Mei, S. & Du, Q., Mar 2019, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 3, p. 1000-1011 8644025.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - Published
Light Field Image Compression Based on Bi-Level View Compensation with Rate-Distortion Optimization
Hou, J., Chen, J. & Chau, L., Feb 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 2, p. 517-530Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 69 - Published
ImmerTai: Immersive Motion Learning in VR Environments
Chen, X., Chen, Z., Li, Y., He, T., Hou, J., Liu, S. & He, Y., Jan 2019, In: Journal of Visual Communication and Image Representation. 58, p. 416-427Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 52 - 2018
- Published
Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization
Wu, W., Jia, Y., Kwong, S. & Hou, J., Dec 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 6348-6361Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 62
