Visual Recognition Based on Deep Learning for Navigation Mark Classification

Visual Recognition Based on Deep Learning for Navigation Mark Classification

Recognizing objects from camera images is an important field for researching smart ships and intelligent navigation. In sea transportation, navigation marks indicating the features of navigational environments (e.g. channels, special areas, wrecks, etc.) are focused in this paper. A fine-grained cla...

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Bibliographic Details
Main Authors: Mingyang Pan, Yisai Liu, Jiayi Cao, Yu Li, Chao Li, Chi-Hua Chen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Deep learning
image classification
multi-scale attention
navigation marks
ResNet
Online Access:https://ieeexplore.ieee.org/document/8998243/

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