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Titlebook: Document Analysis and Recognition - ICDAR 2024; 18th International C Elisa H. Barney Smith,Marcus Liwicki,Liangrui Peng Conference proceedi

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https://doi.org/10.1007/978-3-662-10578-8reat attention. However, most of such studies merely focused on promoting the collaboration between two sub-tasks, without considering the importance of linguistic information in scene text. In this paper, we propose a novel end-to-end text spotting model, termed as LMTextSpotter, which introduces l
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,Die beiden Abzählbarkeitsaxiome,n field. However, the current open-set text recognition solutions only focuses on horizontal text, which fail to model the real-life challenges posed by the variety of writing directions in real-world scene text. Multi-orientation text recognition, in general, faces challenges from diverse image asp
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,Algebraische Grundlagen – Teil I, Current models use single-point annotations to reduce costs, yet they lack sufficient localization information for downstream applications. To overcome this limitation, we introduce Point2Pol- ygon, which can efficiently transform single-points into compact polygons. Our method uses a coarse-to-fin
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,Die beiden Abzählbarkeitsaxiome,leverage text recognizer for prior information, achieving superior performance via a novel strategy. However, we observe abundant erroneous prior information from the low-resolution (LR) text images processed by the text recognizer, which can mislead text reconstruction when fused with image feature
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https://doi.org/10.1007/978-3-662-10577-1 the arrangement direction, segmentation method, and curvature of the text, enabling the generation of more complex text layouts. Our algorithm provides flexible parameter control, allowing users to generate Chinese text datasets with diverse layouts. Additionally, we introduce the ControlNet model
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,Die beiden Abzählbarkeitsaxiome, by a shaky camera due to wind is considered shaky video, while video captured by a fixed camera is considered as non-shaky video. Most state-of-the-art methods achieve the best results when exploring the concept of deep learning. The present study proposes an unsupervised approach for text spotting
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Convergence in Topological Spaces,n pixel-level foreground text masks from scene images. In this paper, we adaptively resize the input images to their optimal scales and propose the Refined Pyramid Feature Fusion Network (RPFF-Net) for robust scene text segmentation. To address the issue of inconsistent text scaling, we propose an a
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The advantages of strong shape theory,cessibility for individuals with visual impairments. Much research has been done to improve the accuracy and performance of scene text detection and recognition models. However, most of this research has been conducted in the most common languages, English and Chinese. There is a significant gap in
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