Image de couverture de livre

From Codicology to Code: A Comparative Study of Transformer and YOLO-based Detectors for Layout Analysis in Historical Documents

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteur principal:	Aguilar, Sergio Torres
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Computation and Language Databases
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

LED: A Benchmark for Evaluating Layout Error Detection in Document Analysis
par: Heo, Inbum, et autres
Publié: (2026)

BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
par: Yang, Zhantao, et autres
Publié: (2024)

LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding
par: Luo, Chuwei, et autres
Publié: (2024)

DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception
par: Zhao, Zhiyuan, et autres
Publié: (2024)

YOLO Object Detectors for Robotics -- a Comparative Study
par: Niżeniec, Patryk, et autres
Publié: (2026)

Visually Guided Generative Text-Layout Pre-training for Document Intelligence
par: Mao, Zhiming, et autres
Publié: (2024)

Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs
par: Lopez-Duran, Miguel, et autres
Publié: (2025)

LAPDoc: Layout-Aware Prompting for Documents
par: Lamott, Marcel, et autres
Publié: (2024)

SODIUM: From Open Web Data to Queryable Databases
par: Hu, Chuxuan, et autres
Publié: (2026)

SegHist: A General Segmentation-based Framework for Chinese Historical Document Text Line Detection
par: Hu, Xingjian, et autres
Publié: (2024)

TWIX: Automatically Reconstructing Structured Data from Templatized Documents
par: Lin, Yiming, et autres
Publié: (2025)

ROAP: A Reading-Order and Attention-Prior Pipeline for Optimizing Layout Transformers in Key Information Extraction
par: Xie, Tingwei, et autres
Publié: (2026)

Assessing the Capability of YOLO- and Transformer-based Object Detectors for Real-time Weed Detection
par: Allmendinger, Alicia, et autres
Publié: (2025)

LAND: A Longitudinal Analysis of Neuromorphic Datasets
par: Cohen, Gregory, et autres
Publié: (2026)

Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion
par: Celona, Luigi, et autres
Publié: (2023)

DLAFormer: An End-to-End Transformer For Document Layout Analysis
par: Wang, Jiawei, et autres
Publié: (2024)

Accurate Fine-grained Layout Analysis for the Historical Tibetan Document Based on the Instance Segmentation
par: Zhao, Penghai, et autres
Publié: (2021)

VideoScoop: A Non-Traditional Domain-Independent Framework For Video Analysis
par: Billah, Hafsa
Publié: (2025)

KH-FUNSD: A Hierarchical and Fine-Grained Layout Analysis Dataset for Low-Resource Khmer Business Document
par: Thuon, Nimol, et autres
Publié: (2025)

Co-Layout: LLM-driven Co-optimization for Interior Layout
par: Xiang, Chucheng, et autres
Publié: (2025)

Multimodal Neural Databases
par: Trappolini, Giovanni, et autres
Publié: (2023)

Transformers and Language Models in Form Understanding: A Comprehensive Review of Scanned Document Analysis
par: Abdallah, Abdelrahman, et autres
Publié: (2024)

TRIDIS: A Comprehensive Medieval and Early Modern Corpus for HTR and NER
par: Aguilar, Sergio Torres
Publié: (2025)

Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models
par: Zhu, Wanrong, et autres
Publié: (2024)

CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector
par: Qiu, Tianheng, et autres
Publié: (2024)

Reference-Based Post-OCR Processing with LLM for Precise Diacritic Text in Historical Document Recognition
par: Do, Thao, et autres
Publié: (2024)

R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment
par: Li, Zhuangzi, et autres
Publié: (2026)

Reducing Hallucination in Vision-Language Models via Stage-wise Preference Optimization under Distribution Shift
par: Xu, Qinwu
Publié: (2026)

Unveiling the Pitfalls of Knowledge Editing for Large Language Models
par: Li, Zhoubo, et autres
Publié: (2023)

LED Benchmark: Diagnosing Structural Layout Errors for Document Layout Analysis
par: Heo, Inbum, et autres
Publié: (2025)

A Hybrid Approach for Document Layout Analysis in Document images
par: Shehzadi, Tahira, et autres
Publié: (2024)

HATFormer: Historic Handwritten Arabic Text Recognition with Transformers
par: Chan, Adrian, et autres
Publié: (2024)

Layout-Aware Text Editing for Efficient Transformation of Academic PDFs to Markdown
par: Duan, Changxu
Publié: (2025)

DPCD: A Quality Assessment Database for Dynamic Point Clouds
par: Liu, Yating, et autres
Publié: (2025)

Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations
par: Kittivorawong, Chanwut, et autres
Publié: (2023)

Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration
par: Zhang, Yuyi, et autres
Publié: (2025)

Vision meets algae: A novel way for microalgae recognization and health monitor
par: Zhou, Shizheng, et autres
Publié: (2022)

Extract-Transform-Load for Video Streams
par: Kossmann, Ferdinand, et autres
Publié: (2023)

K-FACE: A Large-Scale KIST Face Database in Consideration with Unconstrained Environments
par: Choi, Yeji, et autres
Publié: (2021)

DarkDriving: A Real-World Day and Night Aligned Dataset for Autonomous Driving in the Dark Environment
par: Wang, Wuqi, et autres
Publié: (2026)