most citedDGNet: Dynamic Gradient-Guided Network for Water-Related Optics Image Enhancement

5 citations · 10 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2024

Underwater Image Enhancement with Cascaded Contrastive Learning

Yi Liu, Qiuping Jiang, Xinyi Wang +2

Underwater image enhancement (UIE) is a highly challenging task due to the complexity of underwater environment and the diversity of underwater image degradation. Due to the applic…

cs.CV2024★ 1 cited

IA2U: A Transfer Plugin with Multi-Prior for In-Air Model to Underwater

Jingchun Zhou, Qilin Gai, Kin-man Lam +1

In underwater environments, variations in suspended particle concentration and turbidity cause severe image degradation, posing significant challenges to image enhancement (IE) and…

cs.CV2024★ 3 cited

WaterHE-NeRF: Water-ray Tracing Neural Radiance Fields for Underwater Scene Reconstruction

Jingchun Zhou, Tianyu Liang, Dehuan Zhang +1

Neural Radiance Field (NeRF) technology demonstrates immense potential in novel viewpoint synthesis tasks, due to its physics-based volumetric rendering process, which is particula…

cs.CV2023★ 5 cited

DGNet: Dynamic Gradient-Guided Network for Water-Related Optics Image Enhancement

Jingchun Zhou, Zongxin He, Qiuping Jiang +3

Underwater image enhancement (UIE) is a challenging task due to the complex degradation caused by underwater environments. To solve this issue, previous methods often idealize the…

cs.CV2023★ 1 cited

Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement

Dehuan Zhang, Jingchun Zhou, ChunLe Guo +2

Visually restoring underwater scenes primarily involves mitigating interference from underwater media. Existing methods ignore the inherent scale-related characteristics in underwa…

cs.CV2023

AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection

Jingchun Zhou, Zongxin He, Kin-Man Lam +4

In this paper, we present a novel Amplitude-Modulated Stochastic Perturbation and Vortex Convolutional Network, AMSP-UOD, designed for underwater object detection. AMSP-UOD specifi…