Hand-drawn sketch recognition with a double-channel convolutional neural network

Abstract In hand-drawn sketch recognition, the traditional deep learning method has the problems of insufficient feature extraction and low recognition rate. To solve this problem, a new algorithm based on a dual-channel convolutional neural network is proposed. Firstly, the sketch is preprocessed t...

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Bibliographic Details
Main Author: Lei Zhang
Format: Article
Language:English
Published: SpringerOpen 2021-08-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:https://doi.org/10.1186/s13634-021-00752-4