[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 …
navigating and map** underwater environments; however, traditional SLAM systems have …
A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning
Underwater image enhancement (UIE) is a challenging research task in the field of
computer vision. Although hundreds of UIE algorithms have been proposed, a …
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 …
images, which makes it difficult to meet the needs of complex underwater environment …
Self-Supervised and Supervised Image Enhancement Networks with Time-Shift Module
Enhancing image quality provides more interpretability for both human beings and
machines. Traditional image enhancement techniques work well for specific uses, but they …
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
Underwater image quality is often compromised due to factors like fluorescence, low
illumination, absorption, and scattering. Recent advancements in underwater image …
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 …
and various industrial activities such as marine mining and offshore engineering. However …