activity
20192025
most citedUG Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

36 citations · 64 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2025

V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel Simulation

Hanyue Lou, Jinxiu Liang, Minggui Teng +2

Event-based cameras offer unique advantages such as high temporal resolution, high dynamic range, and low power consumption. However, the massive storage requirements and I/O burde…

cs.CV2024

E2VIDiff: Perceptual Events-to-Video Reconstruction using Diffusion Priors

Jinxiu Liang, Bohan Yu, Yixin Yang +2

Event cameras, mimicking the human retina, capture brightness changes with unparalleled temporal resolution and dynamic range. Integrating events into intensities poses a highly il…

cs.CV2024

Language-guided Image Reflection Separation

Haofeng Zhong, Yuchen Hong, Shuchen Weng +2

This paper studies the problem of language-guided reflection separation, which aims at addressing the ill-posed reflection separation problem by introducing language descriptions t…

cs.CV2022★ 1 cited

NeuralMPS: Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition

Jipeng Lv, Heng Guo, Guanying Chen +2

Multispectral photometric stereo(MPS) aims at recovering the surface normal of a scene from a single-shot multispectral image captured under multispectral illuminations. Existing M…

cs.CV2020★ 11 cited

Recurrent Exposure Generation for Low-Light Face Detection

Jinxiu Liang, Jingwen Wang, Yuhui Quan +4

Face detection from low-light images is challenging due to limited photos and inevitable noise, which, to make the task even harder, are often spatially unevenly distributed. A nat…

eess.IV2020★ 16 cited

Deep Bilateral Retinex for Low-Light Image Enhancement

Jinxiu Liang, Yong Xu, Yuhui Quan +3

Low-light images, i.e. the images captured in low-light conditions, suffer from very poor visibility caused by low contrast, color distortion and significant measurement noise. Low…

cs.CV2019★ 36 cited

UG Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

Ye Yuan, Wenhan Yang, Wenqi Ren +3

The UG challenge in IEEE CVPR 2019 aims to evoke a comprehensive discussion and exploration about how low-level vision techniques can benefit the high-level automatic visual…