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20242026
most citedA Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning

9 citations · 11 across the 11 of their papers we have counts for

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6 papers · 1 filter

cs.CV2026

Semi-Supervised Flow Matching for Mosaiced and Panchromatic Fusion Imaging

Peiming Luo, Nan Wang, Litong Liu +4

Fusing a low resolution (LR) mosaiced hyperspectral image (HSI) with a high resolution (HR) panchromatic (PAN) image offers a promising avenue for video-rate HR-HSI imaging via sin…

cs.CV2025

The Devil is in the Darkness: Diffusion-Based Nighttime Dehazing Anchored in Brightness Perception

Xiaofeng Cong, Yu-Xin Zhang, Haoran Wei +5

While nighttime image dehazing has been extensively studied, converting nighttime hazy images to daytime-equivalent brightness remains largely unaddressed. Existing methods face tw…

cs.CV2024

Underwater Organism Color Enhancement via Color Code Decomposition, Adaptation and Interpolation

Xiaofeng Cong, Jing Zhang, Yeying Jin +5

Underwater images often suffer from quality degradation due to absorption and scattering effects. Most existing underwater image enhancement algorithms produce a single, fixed-colo…

cs.CV2024★ 9 cited

A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning

Xiaofeng Cong, Yu Zhao, Jie Gui +2

Underwater image enhancement (UIE) presents a significant challenge within computer vision research. Despite the development of numerous UIE algorithms, a thorough and systematic r…

cs.CV2024

Linearly-evolved Transformer for Pan-sharpening

Junming Hou, Zihan Cao, Naishan Zheng +6

Vision transformer family has dominated the satellite pan-sharpening field driven by the global-wise spatial information modeling mechanism from the core self-attention ingredient.…

cs.CV2024★ 2 cited

A Semi-supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness Constraint

Xiaofeng Cong, Jie Gui, Jing Zhang +2

Existing research based on deep learning has extensively explored the problem of daytime image dehazing. However, few studies have considered the characteristics of nighttime hazy…