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Scene text recognition via dual character counting-aware visual and semantic modeling network
In this work, we study character counting in STR from a new viewpoint, giving a principled framework showing that the counting information is...
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Causal Reasoning Meets Visual Representation Learning: A Prospective Study
Visual representation learning is ubiquitous in various real-world applications, including visual comprehension, video understanding, multi-modal...
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Template-centric deep linear discriminant analysis for visual representation
In some real-world visual recognition tasks, instances are generated according to certain standards, which should serve as references during instance...
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CDistNet: Perceiving Multi-domain Character Distance for Robust Text Recognition
The transformer-based encoder-decoder framework is becoming popular in scene text recognition, largely because it naturally integrates recognition...
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Chinese text recognition enhanced by glyph and character semantic information
Chinese text line recognition technology has been applied in a variety of scenarios. As a kind of ideographic writing, Chinese characters contain...
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Chinese character recognition with radical-structured stroke trees
The flourishing blossom of deep learning has witnessed the rapid development of Chinese character recognition. However, it remains a great challenge...
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Normal Template Map**: An Association-Inspired Handwritten Character Recognition Model
In identifying objects, people usually associate memory templates to guide visual attention and determine the category of an object. The initial...
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Conv-ViT fusion for improved handwritten Arabic character classification
An essential aspect of pattern recognition pertains to handwriting recognition, particularly in languages with diverse character styles like Arabic....
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The effect of applying augmented reality to Chinese character learning on novice CFL learners
Augmented Reality (AR) is believed a suitable teaching method for beginning-level Chinese as a Foreign Language (CFL) learners in learning Chinese...
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View-Invariant Skeleton Action Representation Learning via Motion Retargeting
Current self-supervised approaches for skeleton action representation learning often focus on constrained scenarios, where videos and skeleton data...
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Human–machine co-creation: a complementary cognitive approach to creative character design process using GANs
Recent advances in generative adversarial networks (GANs) applications continue to attract the attention of researchers in different fields. In such...
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Spectral Method for Detecting Inexact Repeats in Character Sequences
AbstractA method has been developed for detecting inexact repeats in character sequences that can use alphabets consisting of any number of randomly...
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Enhancing Malayalam Palm Leaf Character Segmentation: An Improved Simplified Approach
Achieving precise character segmentation is vital for accurate character recognition. This paper introduces an innovative character segmentation...
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LanT: finding experts for digital calligraphy character restoration
Ancient calligraphy manuscripts often suffered from degradation due to human factors and natural weathering. Image restoration techniques restore the...
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Fine-grained cybersecurity entity ty** based on multimodal representation learning
Fine-grained entity ty** is crucial to improving the efficiency of research in the field of cybersecurity. However, modality limitations and...
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Visual and semantic guided scene text retrieval
In this paper, we introduce a novel end-to-end trainable network for the task of scene text retrieval. Diverging from the state-of-the-art methods...
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A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR
Bangla Optical Character Recognition (OCR) poses a unique challenge due to the presence of hundreds of diverse conjunct characters formed by the...
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Medical Entity Recognition with Few-Shot Based on Chinese Character Radicals
In medical text entity recognition tasks, Chinese character radicals are often closely related to the semantics of the characters. Based on this...
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Aspects of visual avatar appearance: self-representation, display type, and uncanny valley
The visual representation of human-like entities in virtual worlds is becoming a very important aspect as virtual reality becomes more and more...
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Using AR-assisted approach in Chinese character acquisition for adult CFL learners
Augmented Reality (AR) technology, as one of the emerging innovative technologies, is proven to have the potential to facilitate second language...
