A novel approach for detecting the horizon using a convolutional neural network and multi-scale edge detection

DOI10.1007/s11045-018-0602-4zbMath1429.94013OpenAlexW2811472035WikidataQ129609442 ScholiaQ129609442MaRDI QIDQ2002385

Yanyan Li

Publication date: 12 July 2019

Published in: Multidimensional Systems and Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11045-018-0602-4

zbMATH Keywords

convolutional neural networksautonomous shipshorizon detectionmaritime imagesmulti-scale edge detection

Mathematics Subject Classification ID

Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• LIBSVM
• Scikit
• OpenCV
• TensorFlow
• SIFT
• OverFeat
• ImageNet
• GitHub
• AlexNet

Cites Work

• Use of the Hough transformation to detect lines and curves in pictures
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