activity
20242026
most citedMulti-Scale Denoising in the Feature Space for Low-Light Instance Segmentation

1 citations · 2 across the 4 of their papers we have counts for

collaborators

6 papers

gr-qc2026

Separation of variables for coupled radiative perturbations of Kerr-Newman-de Sitter black holes

Daisuke Yoshida

We extend Hintz's separation of variables for radiative gravitational and electromagnetic perturbations from Kerr-Newman to Kerr-Newman-de Sitter black holes. On subextremal backgr…

cs.CV2025

ELVIS: Enhance Low-Light for Video Instance Segmentation in the Dark

Joanne Lin, Ruirui Lin, Yini Li +2

Video instance segmentation (VIS) for low-light content remains highly challenging for both humans and machines alike, due to noise, blur and other adverse conditions. The lack of…

cs.CV2025★ 1 cited

Unsupervised Methods for Video Quality Improvement: A Survey of Restoration and Enhancement Techniques

Alexandra Malyugina, Yini Li, Joanne Lin +1

Video restoration and enhancement are critical not only for improving visual quality, but also as essential pre-processing steps to boost the performance of a wide range of downstr…

cs.CV2025

Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline

Joanne Lin, Crispian Morris, Ruirui Lin +3

Low-light conditions pose significant challenges for both human and machine annotation. This in turn has led to a lack of research into machine understanding for low-light images a…

cs.CV2024

BVI-RLV: A Fully Registered Dataset for Low-Light Video Enhancement

Ruirui Lin, Guoxi Huang, Joanne Lin +4

Low-light videos often exhibit spatiotemporally incoherent noise, compromising visibility and degrading performance in computer vision applications. A major challenge for enhancing…

cs.CV2024★ 1 cited

Multi-Scale Denoising in the Feature Space for Low-Light Instance Segmentation

Joanne Lin, Nantheera Anantrasirichai, David Bull

Instance segmentation for low-light imagery remains largely unexplored due to the challenges imposed by such conditions, for example shot noise due to low photon count, color disto…