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245 1 0 _aDocument Analysis and Recognition - ICDAR 2023 Workshops
_h[electronic resource] :
_bSan José, CA, USA, August 24-26, 2023, Proceedings, Part I /
_cedited by Mickael Coustaty, Alicia Fornés.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXXIII, 327 p. 157 illus., 124 illus. in color.
_bonline resource.
336 _atext
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14193
505 0 _aBeyond 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for Topic Classification in the Domain of Public Affairs -- The Adaptability of a Transformer-based OCR Model for Historical Documents -- Using GANs for Domain Adaptive High Resolution Synthetic Document Generation -- A Survey and Approach to Chart Classification -- Segmentation-Free Alignment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.
520 _aThis 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). .
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_9123945
650 0 _aMachine learning.
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650 0 _aDatabase management.
_93157
650 0 _aNatural language processing (Computer science).
_94741
650 0 _aSocial sciences
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_983360
650 0 _aInformation storage and retrieval systems.
_922213
650 1 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aMachine Learning.
_91831
650 2 4 _aDatabase Management.
_93157
650 2 4 _aNatural Language Processing (NLP).
_931587
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_931815
650 2 4 _aInformation Storage and Retrieval.
_923927
700 1 _aCoustaty, Mickael.
_eeditor.
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_9123946
700 1 _aFornés, Alicia.
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Computer Science,
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_923263
856 4 0 _uhttps://doi.org/10.1007/978-3-031-41498-5
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