Search Results for author: Yunlong Dong

Found 4 papers, 2 papers with code

Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement

1 code implementation16 May 2023 Yunlong Dong, Xiaohong Liu, Yixuan Gao, Xunchu Zhou, Tao Tan, Guangtao Zhai

To this end, we first construct a Low-Light Video Enhancement Quality Assessment (LLVE-QA) dataset in which 254 original low-light videos are collected and then enhanced by leveraging 8 LLVE algorithms to obtain 2, 060 videos in total.

Video Enhancement Video Quality Assessment +1

VDPVE: VQA Dataset for Perceptual Video Enhancement

1 code implementation16 Mar 2023 Yixuan Gao, Yuqin Cao, Tengchuan Kou, Wei Sun, Yunlong Dong, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

Few researchers have specifically proposed a video quality assessment method for video enhancement, and there is also no comprehensive video quality assessment dataset available in public.

Deblurring valid +3

Convergence Analysis of Nonconvex Distributed Stochastic Zeroth-order Coordinate Method

no code implementations24 Mar 2021 Shengjun Zhang, Yunlong Dong, Dong Xie, Lisha Yao, Colleen P. Bailey, Shengli Fu

This paper investigates the stochastic distributed nonconvex optimization problem of minimizing a global cost function formed by the summation of $n$ local cost functions.

Stochastic Optimization

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