Probabilistic Ship Detection and Classification Using Deep Learning

Probabilistic Ship Detection and Classification Using Deep Learning

For an autonomous ship to navigate safely and avoid collisions with other ships, reliably detecting and classifying nearby ships under various maritime meteorological environments is essential. In this paper, a novel probabilistic ship detection and classification system based on deep learning is pr...

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Bibliographic Details
Main Authors: Kwanghyun Kim, Sungjun Hong, Baehoon Choi, Euntai Kim
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Applied Sciences
Subjects:
ship detection
ship classification
ship dataset
deep learning
Faster R-CNN
autonomous ship
Intersection over Union (IoU) tracking
Bayesian fusion
Online Access:http://www.mdpi.com/2076-3417/8/6/936

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