J
Junhui Hou
Researcher at City University of Hong Kong
Publications - 236
Citations - 6392
Junhui Hou is an academic researcher from City University of Hong Kong. The author has contributed to research in topics: Computer science & Point cloud. The author has an hindex of 27, co-authored 192 publications receiving 2712 citations. Previous affiliations of Junhui Hou include Northwestern Polytechnical University & Southeast University.
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Proceedings ArticleDOI
AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data
TL;DR: An innovative asynchronous event denoise neural network, named AEDNet, is established, which directly consumes the correlation of the irregular signal in spatial-temporal range without destroying its original structural property.
Posted Content
Subjective Quality Study and Database of Compressed Point Clouds with 6DoF Head-mounted Display
TL;DR: A subjective PCQA database is established using a Head-Mounted Display with six degrees of freedom and an objective weighted projection-based method is proposed to improve the consistency between observers' awareness and the importance of projected views.
Proceedings Article
Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds
Journal ArticleDOI
Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression
TL;DR: In this paper, a linear perceptual quality model was proposed for the video-based point cloud compression (V-PCC) standard, whose variables are the V-pCC geometry and color quantization step sizes and whose coefficients can be easily computed from two features extracted from the original point cloud.
Proceedings ArticleDOI
Expression-invariant and sparse representation for mesh-based compression for 3-D face models
TL;DR: Experimental results demonstrate that the proposed scheme provides significant improvement in terms of compression performance, especially at low bitrate, compared with existing algorithms.