Machine Learning-Based Highway Truck Commodity Classification Using Logo Data

Machine Learning-Based Highway Truck Commodity Classification Using Logo Data

In this paper, we propose a novel approach to commodity classification from surveillance videos by utilizing logo data on trucks. Broadly, most logos can be classified as predominantly text or predominantly images. For the former, we leverage state-of-the-art deep-learning-based text recognition alg...

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Bibliographic Details
Main Authors: Pan He, Aotian Wu, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
freight analysis
scene text understanding
logo detection and recognition
commodity classification
deep learning
intelligent transportation system
Online Access:https://www.mdpi.com/2076-3417/12/4/2075

Internet

https://www.mdpi.com/2076-3417/12/4/2075

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