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20212025
most citedA Systematic Survey of Deep Learning-based Single-Image Super-Resolution

28 citations · 29 across the 5 of their papers we have counts for

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5 papers

cs.CV2025

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results

Xin Li, Yeying Jin, Xin Jin +134

This paper reviews the NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images. This challenge received a wide range of impressive solutions, which are devel…

eess.IV2025

AgentPolyp: Accurate Polyp Segmentation via Image Enhancement Agent

Pu Wang, Zhihua Zhang, Dianjie Lu +3

Since human and environmental factors interfere, captured polyp images usually suffer from issues such as dim lighting, blur, and overexposure, which pose challenges for downstream…

eess.IV2025

Dual-domain Modulation Network for Lightweight Image Super-Resolution

Wenjie Li, Heng Guo, Yuefeng Hou +2

Lightweight image super-resolution (SR) aims to reconstruct high-resolution images from low-resolution images under limited computational costs. We find that existing frequency-bas…

cs.CV2023★ 1 cited

Survey on Deep Face Restoration: From Non-blind to Blind and Beyond

Wenjie Li, Mei Wang, Kai Zhang +6

Face restoration (FR) is a specialized field within image restoration that aims to recover low-quality (LQ) face images into high-quality (HQ) face images. Recent advances in deep…

eess.IV2021★ 28 cited

A Systematic Survey of Deep Learning-based Single-Image Super-Resolution

Juncheng Li, Zehua Pei, Wenjie Li +4

Single-image super-resolution (SISR) is an important task in image processing, which aims to enhance the resolution of imaging systems. Recently, SISR has made a huge leap and has…