Prof. HOU Junhui (侯軍輝)
Research Output
- 2020
- Published
PUGeo-Net: A Geometry-Centric Network for 3D Point Cloud Upsampling
Qian, Y., Hou, J., Kwong, S. & He, Y., Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XIX. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer, Cham, p. 752-769 (Lecture Notes in Computer Science ; vol. 12364).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 95 - Published
ACCURATE LIGHT FIELD DEPTH ESTIMATION VIA AN OCCLUSION-AWARE NETWORK
Guo, C., Jin, J., Hou, J. & Chen, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo (ICME). Institute of Electrical and Electronics Engineers, Inc., 9102829. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 26 - Published
LOSSY GEOMETRY COMPRESSION OF 3D POINT CLOUD DATA VIA AN ADAPTIVE OCTREE-GUIDED NETWORK
Wen, X., Wang, X., Hou, J., Ma, L., Zhou, Y. & Jiang, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo (ICME). Institute of Electrical and Electronics Engineers, Inc., 9102866. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 46 - Published
Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization
Jia, Y., Kwong, S., Hou, J. & Wu, W., Jul 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 7, p. 2510-2521 12 p., 8820170.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 69 - Published
Single image-based head pose estimation with spherical parametrization and 3D morphing
Yuan, H., Li, M., Hou, J. & Xiao, J., Jul 2020, In: Pattern Recognition. 103, 107316.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 29 - Published
SURFACE CONSISTENT LIGHT FIELD EXTRAPOLATION OVER STRATIFIED DISPARITY AND SPATIAL GRANULARITIES
Chen, J., Chau, L.-P. & Hou, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo (ICME). Institute of Electrical and Electronics Engineers, Inc., 9102806. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP
Yuan, H., Hu, X., Hou, J., Wei, X. & Kwong, S., Jun 2020, In: IEEE Transactions on Broadcasting. 66, 2, p. 251-263 8930035.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 27 - Published
Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization
Jin, J., Hou, J., Chen, J. & Kwong, S., Jun 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition: Proceedings. Institute of Electrical and Electronics Engineers, p. 2257-2266 10 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 144 - Published
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image
Arad, B., Timofte, R., Ben-Shahar, O., Lin, Y.-T., Finlayson, G., Givati, S. & Li, J. & 41 others, , Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society, p. 1806-1822 9150756. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 151 - Published
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
Guo, C., Li, C., Guo, J., Loy, C. C., Hou, J., Kwong, S. & Cong, R., Jun 2020, Proceedings 2020 IEEE/CVF International Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, Inc., p. 1777-1786Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1423 - Published
Video summarization via block sparse dictionary selection
Ma, M., Mei, S., Wan, S., Hou, J., Wang, Z. & Feng, D. D., 22 Feb 2020, In: Neurocomputing. 378, p. 197-209Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 69 - Published
An Underwater Image Enhancement Benchmark Dataset and Beyond
Li, C., Guo, C., Ren, W., Cong, R., Hou, J., Kwong, S. & Tao, D., 13 Feb 2020, In: IEEE Transactions on Image Processing. 29, p. 4376-4389 8917818.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1370 - Published
Learning Light Field Angular Super-Resolution via a Geometry-Aware Network
Jin, J., Hou, J., Yuan, H. & Kwong, S., Feb 2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20). California: AAAI Press, p. 11141-11148 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 7).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 100 - Published
Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos
Yuan, H., Zhao, S., Hou, J., Wei, X. & Kwong, S., Jan 2020, In: IEEE Journal on Selected Topics in Signal Processing. 14, 1, p. 177-193Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 37 - Published
3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation
Gu, S., Hou, J., Zeng, H., Yuan, H. & Ma, K.-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: 70 - 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: 36 - 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: 18 - Published
Light Field Image Quality Assessment via the Light Field Coherence
Tian, Y., Zeng, H., Hou, J., Chen, J. & Ma, K.-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: 46 - 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.-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: 31