no code implementations • 7 Oct 2022 • Wenjing Wang, Zhengbo Xu, Haofeng Huang, Jiaying Liu
Low light conditions not only degrade human visual experience, but also reduce the performance of downstream machine analytics.
no code implementations • 28 Dec 2021 • Haofeng Huang, Wenhan Yang, Yueyu Hu, Jiaying Liu, Ling-Yu Duan
In this paper, we make the first benchmark effort to elaborate on the superiority of using RAW images in the low light enhancement and develop a novel alternative route to utilize RAW images in a more flexible and practical way.
no code implementations • 18 Oct 2021 • Wenhan Yang, Haofeng Huang, Yueyu Hu, Ling-Yu Duan, Jiaying Liu
By keeping in mind the transferability among different machine vision tasks (e. g. high-level semantic and mid-level geometry-related), we aim to support multiple tasks jointly at low bit rates.
no code implementations • 16 Jun 2021 • Yueyu Hu, Wenhan Yang, Haofeng Huang, Jiaying Liu
Visual analytics have played an increasingly critical role in the Internet of Things, where massive visual signals have to be compressed and fed into machines.