Search Results for author: Alexander Berendeyev

Found 2 papers, 2 papers with code

Deep learning for table detection and structure recognition: A survey

3 code implementations • 15 Nov 2022 • Mahmoud Kasem, Abdelrahman Abdallah, Alexander Berendeyev, Ebrahem Elkady, Mahmoud Abdalla, Mohamed Mahmoud, Mohamed Hamada, Daniyar Nurseitov, Islam Taj-Eddin

The goals of this survey are to provide a profound comprehension of the major developments in the field of Table Detection, offer insight into the different methodologies, and provide a systematic taxonomy of the different approaches.

object-detection Object Detection +3

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Code

TNCR: Table Net Detection and Classification Dataset

1 code implementation • 19 Jun 2021 • Abdelrahman Abdallah, Alexander Berendeyev, Islam Nuradin, Daniyar Nurseitov

Cascade Mask R-CNN with ResNeXt-101-64x4d Backbone Network achieves the highest performance compared to other methods with a precision of 79. 7%, recall of 89. 8%, and f1 score of 84. 4% on the TNCR dataset.

Classification Table Detection

Paper
Code

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