EmmDocClassifier: Efficient Multimodal Document Image Classifier for Scarce Data

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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Bibliographic Details
Main Authors: Shrinidhi Kanchi, Alain Pagani, Hamam Mokayed, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Applied Sciences
Subjects:
BERT
document image classification
EfficientNet
fine-tuned BERT
hierarchical attention networks
Multimodal
Online Access:https://www.mdpi.com/2076-3417/12/3/1457

Internet

https://www.mdpi.com/2076-3417/12/3/1457

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