Investigating Attention Mechanism for Page Object Detection in Document Images

Investigating Attention Mechanism for Page Object Detection in Document Images

Page object detection in scanned document images is a complex task due to varying document layouts and diverse page objects. In the past, traditional methods such as Optical Character Recognition (OCR)-based techniques have been employed to extract textual information. However, these methods fail to...

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Bibliographic Details
Main Authors: Shivam Naik, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Applied Sciences
Subjects:
attention mechanism
page object detection
transfer learning
document image analysis
Online Access:https://www.mdpi.com/2076-3417/12/15/7486

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https://www.mdpi.com/2076-3417/12/15/7486

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