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YOLOv3-DPFIN: A Dual-Path Feature Fusion Neural Network for Robust Real-Time Sonar Target Detection
IEEE Sensors Journal, 2020Real-time detection of sonar target plays a vital role in the underwater research field. Conventional deep learning methods need large quantities of sonar images as the sample for model training, and they cannot ensure detection speed and feature ...
Wanzeng Kong +6 more
semanticscholar +1 more source
IEEE Journal of Oceanic Engineering, 2020
Efficient convolutional neural networks (CNNs) are designed and trained for an underwater target classification task with synthetic aperture sonar (SAS) imagery collected at sea. The main contribution is demonstrating that classification performance that
David P. Williams
semanticscholar +1 more source
Efficient convolutional neural networks (CNNs) are designed and trained for an underwater target classification task with synthetic aperture sonar (SAS) imagery collected at sea. The main contribution is demonstrating that classification performance that
David P. Williams
semanticscholar +1 more source
Degeneracy-Aware Imaging Sonar Simultaneous Localization and Mapping
IEEE Journal of Oceanic Engineering, 2020High-frequency imaging sonar sensors have recently been applied to aid underwater vehicle localization, by providing frame-to-frame odometry measurements or loop closures over large timescales.
E. Westman, M. Kaess
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Sonar Systems and the Sonar Equation
2019The purpose of this chapter is to introduce several basic concepts related to sonar systems and their analysis through the sonar equation. The components of a sonar system are described, including monostatic, bistatic, and distributed systems. Examples of how they can be used to localize objects of interest are presented for active and passive systems.
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Sonar Image Target Detection Based on Adaptive Global Feature Enhancement Network
IEEE Sensors Journal, 2022Zhen Wang +4 more
semanticscholar +1 more source
Proceedings of the 1996 ACM SIGMOD international conference on Management of data - SIGMOD '96, 1996
Takeshi Fukuda +3 more
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Takeshi Fukuda +3 more
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