[HTML][HTML] Enhancing Underwater SLAM Navigation and Perception: A Comprehensive Review of Deep Learning Integration

FFR Merveille, B Jia, Z Xu… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
Underwater simultaneous localization and map** (SLAM) is essential for effectively
navigating and map** underwater environments; however, traditional SLAM systems have …

A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning

X Cong, Y Zhao, J Gui, J Hou, D Tao - arxiv preprint arxiv:2405.19684, 2024 - arxiv.org
Underwater image enhancement (UIE) is a challenging research task in the field of
computer vision. Although hundreds of UIE algorithms have been proposed, a …

PAFPT: Progressive aggregator with feature prompted transformer for underwater image enhancement

J Yang, S Zhu, H Liang, S Bai, F Jiang… - Expert Systems with …, 2025 - Elsevier
The optical characteristics of underwater environments often result in distorted underwater
images, which makes it difficult to meet the needs of complex underwater environment …

Self-Supervised and Supervised Image Enhancement Networks with Time-Shift Module

K Tuncal, B Sekeroglu, R Abiyev - Electronics, 2024 - mdpi.com
Enhancing image quality provides more interpretability for both human beings and
machines. Traditional image enhancement techniques work well for specific uses, but they …

IDA-UIE: An Iterative Framework for Deep Network based Degradation Aware Underwater Image Enhancement

P Singh, P Guha - Proceedings of the Fifteenth Indian Conference on …, 2024 - dl.acm.org
Underwater image quality is often compromised due to factors like fluorescence, low
illumination, absorption, and scattering. Recent advancements in underwater image …

Advancements in Underwater Navigation: Integrating Deep Learning and Sensor Technologies for Unmanned Underwater Vehicles

FFR Merveille, B Jia, Z Xu - 2024 - preprints.org
Abstract Unmanned Underwater Vehicles (UUVs) are pivotal in ocean exploration, research,
and various industrial activities such as marine mining and offshore engineering. However …