Results 71 to 80 of about 1,266 (170)

Side-Scan Sonar Image Augmentation Method Based on CC-WGAN

Applied Sciences
The utilization of deep learning algorithms for side-scan sonar target detection is impeded by the restricted quantity and representativeness of side-scan sonar (SSS) samples.
Junhui Zhu, Houpu Li, Ping Qing, Jiaxin Hou, Ye Peng   +4 more
doaj   +1 more source

Towards Characterizing and Developing Formation and Migration Cues in Seafloor Sand Waves on Topology, Morphology, Evolution from High-Resolution Mapping via Side-Scan Sonar in Autonomous Underwater Vehicles. [PDF]

Sensors (Basel), 2021
Nian R, Zang L, Geng X, Yu F, Ren S, He B, Li X.   +6 more
europepmc   +1 more source

Style Transfer-Based Augmentation for Side-Scan Sonar Images

水下无人系统学报
Side-scan sonar(SSS) has been extensively adopted in ocean exploration because of its stability and efficiency when deployed on autonomous undersea vehicles(AUVs).
Zhongyu BAI, Hongli XU, Jingyu RU, Shaoxiong QIU   +3 more
doaj   +1 more source

A Hybrid VGG-ResNet Feature Fusion Network for Object Detection in Side-Scan Sonar Images

International Journal of Emerging Research in Engineering, Science, and Management
Side-scan sonar images present significant challenges for object detection due to high noise levels, limited spatial resolution, and complex seabed structures.
Venkata Lakshmi Keerthi K, Vijayalakshmi P, Rajendran V   +2 more
doaj   +1 more source

Portable Side-Scan Sonar System for Acoustic Remote Sensing of Ultra-Shallow Seafloor: Design and Field Validation

Remote Sensing
Ultra-shallow and confined water environments are challenging to survey with conventional towed side-scan sonar (SSS) due to limited access and positioning uncertainties.
Artur Grządziel, Filip Grządziel
doaj   +1 more source

SW-Net: A Direction-Aware Deep Learning Model for Shipwreck Segmentation in Side-Scan Sonar Imagery. [PDF]

Sensors (Basel)
Dai J, He J.
europepmc   +1 more source

Speckle Noise Filtering in Side-Scan Sonar Images Based on the Tucker Tensor Decomposition. [PDF]

Sensors (Basel), 2019
Grabek J, Cyganek B.
europepmc   +1 more source

Physics-Informed Side-Scan Sonar Perception: Tackling Weak Targets and Sparse Debris via Geometric and Frequency Decoupling. [PDF]

Sensors (Basel)
Yu B, Lin R, Zhou H, Zhang J, Zhang X.
europepmc   +1 more source

RT-Seg: A Real-Time Semantic Segmentation Network for Side-Scan Sonar Images. [PDF]

Sensors (Basel), 2019
Wang Q, Wu M, Yu F, Feng C, Li K, Zhu Y, Rigall E, He B.   +7 more
europepmc   +1 more source

DFSE-YOLO: deep feature selective enhancement for efficient shipwreck detection in side-scan sonar imagery. [PDF]

Sci Rep
Lin Y, Song L, Feng Q, He S, Huang N, Zhu Y.   +5 more
europepmc   +1 more source