[HTML][HTML] A comprehensive review of deep learning: Architectures, recent advances, and applications
Deep learning (DL) has become a core component of modern artificial intelligence (AI),
driving significant advancements across diverse fields by facilitating the analysis of complex …
driving significant advancements across diverse fields by facilitating the analysis of complex …
Shuffle-RDSNet: a method for side-scan sonar image classification with residual dual-path shrinkage network
Q Ge, H Liu, Y Ma, D Han, X Zuo, L Dang - The Journal of …, 2024 - Springer
Side-scan sonar (SSS) images have a wide range of applications in underwater target
detection and recognition. However, due to the complexity of the underwater environment …
detection and recognition. However, due to the complexity of the underwater environment …
[HTML][HTML] Underwater Sonar Image Classification with Image Disentanglement Reconstruction and Zero-Shot Learning
Y Peng, H Li, W Zhang, J Zhu, L Liu, G Zhai - Remote Sensing, 2025 - mdpi.com
Sonar is a valuable tool for ocean exploration since it can obtain a wealth of data. With the
development of intelligent technology, deep learning has brought new vitality to underwater …
development of intelligent technology, deep learning has brought new vitality to underwater …
Synth-SONAR: Sonar Image Synthesis with Enhanced Diversity and Realism via Dual Diffusion Models and GPT Prompting
Sonar image synthesis is crucial for advancing applications in underwater exploration,
marine biology, and defence. Traditional methods often rely on extensive and costly data …
marine biology, and defence. Traditional methods often rely on extensive and costly data …
Multi-scale feature fusion algorithm for underwater remote object detection in forward-looking sonar images
G Li, X Liao, B Chao, Y ** - Journal of Electronic Imaging, 2024 - spiedigitallibrary.org
With the increasing demand for underwater environment monitoring and remote object
identification, underwater object detection algorithms based on forward-looking sonar …
identification, underwater object detection algorithms based on forward-looking sonar …