Real-time underwater target detection for AUV using side scan sonar images based on deep learning

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors

Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao · 2023 · 11K citations

Computing, Computer Engineering, Computer Science +11

A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective

Yuji Roh, Geon Heo, Steven Euijong Whang · IEEE Transactions on Knowledge and Data Engineering · 2019 · 879 citations

Computing, Computer Science, Artificial Intelligence +16

Real-Time Underwater Maritime Object Detection in Side-Scan Sonar Images Based on Transformer-YOLOv5

Yongcan Yu, Jianhu Zhao, Quanhua Gong et al. · Remote Sensing · 2021 · 234 citations · Full text

Computing, Computer Science, Ocean Engineering +14

Multiresolution 3-D Reconstruction From Side-Scan Sonar Images

E. Coiras, Yvan Pétillot, David M. Lane · IEEE Transactions on Image Processing · 2007 · 116 citations

Engineering, Ocean Engineering, Oceanography +17