EmmDocClassifier: Efficient Multimodal Document Image Classifier for Scarce Data

Document classification is one of the most critical steps in the document analysis pipeline. There are two types of approaches for document classification, known as image-based and multimodal approaches. Image-based document classification approaches are solely based on the inherent visual cues of t...

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Detalles Bibliográficos

Principais autores:	Shrinidhi Kanchi, Alain Pagani, Hamam Mokayed, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2022-01-01
Series:	Applied Sciences
Assuntos:	BERT document image classification EfficientNet fine-tuned BERT hierarchical attention networks Multimodal
Acceso en liña:	https://www.mdpi.com/2076-3417/12/3/1457
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