Document Analysis and Recognition ¿ ICDAR 2023 Workshops

San José, CA, USA, August 24¿26, 2023, Proceedings, Part I
Herausgegeben:Coustaty, Mickael; Fornés, Alicia

• Broschiertes Buch

Produktbeschreibung

This two-volume set LNCS 14193-14194 constitutes the proceedings of International Workshops co-located with the 17th International Conference on Document Analysis and Recognition, ICDAR 2023, held in San José, CA, USA, during August 21-26, 2023.

The total of 43 regular papers presented in this book were carefully selected from 60 submissions.

Part I contains 22 regular papers that stem from the following workshops:

ICDAR 2023 Workshop on Computational Paleography (IWCP);

ICDAR 2023 Workshop on Camera-Based Document Analysis and Recognition (CBDAR);

ICDAR 2023 International Workshop on Graphics Recognition (GREC);

ICDAR 2023 Workshop on Automatically Domain-Adapted and Personalized Document Analysis (ADAPDA);

Part II contains 21 regular papers that stem from the following workshops:
ICDAR 2023 Workshop on Machine Vision and NLP for Document Analysis (VINALDO);

ICDAR 2023 International Workshop on MachineLearning(WML).

Produktdetails

• Lecture Notes in Computer Science 14193
• Verlag: Springer / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-41497-8
• 1st ed. 2023
• Seitenzahl: 352
• Erscheinungstermin: 15. August 2023
• Englisch
• Abmessung: 235mm x 155mm x 20mm
• Gewicht: 534g
• ISBN-13: 9783031414978
• ISBN-10: 3031414977
• Artikelnr.: 68393938

Inhaltsangabe

Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting.- Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs.- The Adaptability of a Transformer-based OCR Model for Historical Documents.- Using GANs for Domain Adaptive High Resolution Synthetic Document Generation.- A Survey and Approach to Chart Classification.- Segmentation-Free Alignment of Arbitrary Symbol Transcripts to Images.- Optical Music Recognition: Recent Advances, Current Challenges, and Future Directions.- Reconstruction of Power Lines from Point Clouds.- KangaiSet : A Dataset for Visual Emotion Recognition on Manga.- MuraNet: Multi-task Floor Plan Recognition with Relation Attention.- Automatic Detection of Comic Characters: An Analysis of Model Robustness Across Domains.- FPNet: Deep Attention Network for Automated Floor Plan Analysis.- Detection of buried complex text. Case of Onomatopoeia in comics books.- Text Extraction for Handwritten CircuitDiagram Images.- Can Pre-trained Language Models help in Understanding Handwritten Symbols?.- On Text Localization in End-to-End OCR-Free Document Understanding Transformer without Text Localization Supervision.- IndicSTR12: A Dataset for Indic Scene Text Recognition.- Reconstruction of Broken Writing Strokes in Greek Papyri.- Collaborative Annotation and Computational Analysis of Hieratic.- Efficient Annotation of Medieval Charters.- Greek Literary Papyri Dating Benchmark.- Stylistic Similarities in Greek Papyri based on Letter Shapes: A Deep Learning approach.