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Titlebook: Document Analysis and Recognition – ICDAR 2021 Workshops; Lausanne, Switzerlan Elisa H. Barney Smith,Umapada Pal Conference proceedings 202

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Introduction: Transmedia Crime Stories,usic manuscripts, we applied different types of distortions to the music scores and assessed their contribution in an end-to-end system. Our results show that some transformations are much more appropriate than others, leading up to a . of relative improvement with respect to scenario without DA.
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Palgrave Series in Asia and Pacific Studiesulting symbol segmentation can be later used for training algorithms. The experimental evaluation shows that this method is promising, especially taking into account the small size of the cipher dataset.
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A Public Ground-Truth Dataset for Handwritten Circuit Diagram Imagesion points and crossovers are introduced, while texts are annotated as well. The geometric and taxonomic problems arising from this task as well as the classes themselves and statistics of their appearances are stated. The performance of a standard Faster RCNN on the dataset is provided as an object detection baseline.
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A Self-supervised Inverse Graphics Approach for Sketch Parametrizationtrain the model in a wider range of datasets, but also to perform better after-training predictions by applying an overfitting process on the input binary image. We report qualitative an quantitative evaluations on the . and the . datasets.
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Data Augmentation for End-to-End Optical Music Recognitionusic manuscripts, we applied different types of distortions to the music scores and assessed their contribution in an end-to-end system. Our results show that some transformations are much more appropriate than others, leading up to a . of relative improvement with respect to scenario without DA.
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A Transcription Is All You Need: Learning to Align Through Attentionulting symbol segmentation can be later used for training algorithms. The experimental evaluation shows that this method is promising, especially taking into account the small size of the cipher dataset.
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