An Efficient Deep Learning-Based Approach to Automating Invoice Document Validation

An Efficient Deep Learning-Based Approach to Automating Invoice Document Validation

15 March 2025

Oumayma Charrad

Mohamed Ali Zormati

Rabaa Youssef Douss

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Papers citing "An Efficient Deep Learning-Based Approach to Automating Invoice Document Validation"

11 / 11 papers shown

Title
FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding Mahmoud Limam M. Dhiaf Yousri Kessentini 43 2 0 20 Nov 2023
Fully Convolutional One-Stage 3D Object Detection on LiDAR Range Images Zhi Tian Xiangxiang Chu Xiaoming Wang Xiaolin K. Wei Chunhua Shen 3DPC 92 103 0 27 May 2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 99 461 0 18 Apr 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding Jiapeng Wang Lianwen Jin Kai Ding VLM 69 143 0 28 Feb 2022
ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction Zheng Huang Kai Chen Jianhua He X. Bai Dimosthenis Karatzas Shijian Lu C. V. Jawahar 62 321 0 18 Mar 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 192 518 0 29 Dec 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 170 372 0 27 May 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 126 2,404 0 02 Apr 2019
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 257 29,915 0 08 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 540 62,477 0 04 Jun 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 437 43,875 0 01 May 2014

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