Cascade Network with Deformable Composite Backbone for Formula Detection in Scanned Document Images

Cascade Network with Deformable Composite Backbone for Formula Detection in Scanned Document Images

This paper presents a novel architecture for detecting mathematical formulas in document images, which is an important step for reliable information extraction in several domains. Recently, Cascade Mask R-CNN networks have been introduced to solve object detection in computer vision. In this paper,...

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Bibliographic Details
Main Authors: Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Applied Sciences
Subjects:
formula detection
Cascade Mask R-CNN
mathematical expression detection
document image analysis
deep neural networks
computer vision
Online Access:https://www.mdpi.com/2076-3417/11/16/7610

Internet

https://www.mdpi.com/2076-3417/11/16/7610

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