Titlebook: Document Analysis and Recognition - ICDAR 2023; 17th International C Gernot A. Fink,Rajiv Jain,Richard Zanibbi Conference proceedings 2023

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Key-Value Information Extraction from Full Handwritten Pages different steps that were so far performed by separate models: feature extraction, handwriting recognition and named entity recognition. We compare this integrated approach with traditional two-stage methods that perform handwriting recognition before named entity recognition, and present results a

Metamorphosis

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DQ-DETR: Dynamic Queries Enhanced Detection Transformer for Arbitrary Shape Text Detectiont instances from images with high localization accuracy. Unlike previous Transformer-based methods which take all control points on the boundaries/center-lines of all text instances as the queries of each Transformer decoder layer, we extend the query set for each decoder layer gradually, allowing t

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Decoupling Visual-Semantic Features Learning with Dual Masked Autoencoder for Self-Supervised Scene ays, Masked Image Modeling (MIM) shows superiority in visual representation learning, and several works introduce it into text recognition. In this paper, we take a further step and design a method for text-recognition-friendly self-supervised feature learning. Specifically, we propose to decouple v

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Conference proceedings 2023om 316 submissions, and are presented with 101 poster presentations...The papers are organized into the following topical sections: Graphics Recognition, Frontiers in Handwriting Recognition, Document Analysis and Recognition..

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0302-9743 elected from 316 submissions, and are presented with 101 poster presentations...The papers are organized into the following topical sections: Graphics Recognition, Frontiers in Handwriting Recognition, Document Analysis and Recognition..978-3-031-41678-1978-3-031-41679-8Series ISSN 0302-9743 Series E-ISSN 1611-3349

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