Full Description
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).
Contents
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Models for Topic Classification in the Domain of Public Affairs.- The Adaptability of a Transformer-based OCR Model for Historical Documents.- Using GANs for Domain Adaptive High Resolution Synthetic Document Generation.- A Survey and Approach to Chart Classification.- Segmentation-Free Alignment of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.
