Bowen Huang — accepted AI-conference papers

2024

Temporal Conditional Coding for Dynamic Point Cloud Geometry Compression

Bowen Huang, Davi Lazzarotto, Touradj Ebrahimi

ICASSP 2024accepted

Point clouds allow for the representation of 3D multimedia content as a set of disconnected points in space. Their inherent irregular geometric nature poses a challenge to efficient compression, a critical operation for both storage and transmission. This paper proposes a VAE-inspired codec tailored…

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2021

Measurement Coding Framework with Adjacent Pixels Based Measurement Matrix for Compressively Sensed Images

Rentao Wan, Jinjia Zhou, Bowen Huang, Hui Zeng, Yibo Fan

ICASSP 2021accepted

To further compress measurements, the output of block-based compressed sensing, this work presents a measurement coding framework using measurement-domain intra prediction. In the framework, a deterministic measurement matrix based on the correlation of adjacent pixels (APMM) is proposed to embed th…

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