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Hybrid-Margin Softmax for the Detection of Trademark Image Similarity

The detection of image similarity is critical to trademark (TM) legal registration and court judgment on infringement cases. Meanwhile, there are great challenges regarding the annotation of similar pairs and model generalization on rapidly growing data when deep learning is introduced into the task...

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Main Authors: Chenyang Wang, Guangyuan Zheng, Hongtao Shan
Format: Artigo
Language:Inglês
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
trademark image similarity
metric learning
Siamese neural network
softmax function
Online Access:https://www.mdpi.com/2076-3417/14/7/2865
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