Search Results for author: Haosen Liu

Found 3 papers, 1 papers with code

Neuromorphic Imaging with Joint Image Deblurring and Event Denoising

no code implementations28 Sep 2023 Pei Zhang, Haosen Liu, Zhou Ge, Chutian Wang, Edmund Y. Lam

Neuromorphic imaging reacts to per-pixel brightness changes of a dynamic scene with high temporal precision and responds with asynchronous streaming events as a result.

Deblurring Denoising +1

FINO: Flow-based Joint Image and Noise Model

no code implementations11 Nov 2021 Lanqing Guo, Siyu Huang, Haosen Liu, Bihan Wen

One of the fundamental challenges in image restoration is denoising, where the objective is to estimate the clean image from its noisy measurements.

Denoising Image Restoration

Self-Supervised Image Prior Learning With GMM From a Single Noisy Image

1 code implementation ICCV 2021 Haosen Liu, Xuan Liu, Jiangbo Lu, Shan Tan

It can simultaneously achieve the noise level estimation and the image prior learning directly from only a single noisy image.

Image Denoising Noise Estimation +1

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