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Transformer-based text detection in the wild
A major limitation to most state-of-the-art visual localization methods is their ineptitude to
make use of ubiquitous signs and directions that are typically intuitive to humans …
make use of ubiquitous signs and directions that are typically intuitive to humans …
Danxe: An extended artificial intelligence framework to analyze and promote dance heritage
Motivated by the need to leverage technologies to enhance the preservation, accessibility,
quantitative data analysis, and valorization of Dance Heritage, this work introduces DanXe …
quantitative data analysis, and valorization of Dance Heritage, this work introduces DanXe …
R-YOLO: A real-time text detector for natural scenes with arbitrary rotation
Accurate and efficient text detection in natural scenes is a fundamental yet challenging task
in computer vision, especially when dealing with arbitrarily-oriented texts. Most …
in computer vision, especially when dealing with arbitrarily-oriented texts. Most …
[PDF][PDF] Deep Learning Techniques for Detecting and Segmenting Text in Natural Scene Images
Text detection and segmentation in natural scene images is an active research problem in
computer vision and document analysis. Unlike scanned documents, scene text exhibits …
computer vision and document analysis. Unlike scanned documents, scene text exhibits …
Arbitrary shape text detection using transformers
Recent text detection frameworks require several handcrafted components such as anchor
generation, non-maximum suppression (NMS), or multiple processing stages (eg label …
generation, non-maximum suppression (NMS), or multiple processing stages (eg label …
2lspe: 2d learnable sinusoidal positional encoding using transformer for scene text recognition
Positional Encoding (PE) plays a vital role in a Transformer's ability to capture the order of
sequential information, allowing it to overcome the permutation equivarience property …
sequential information, allowing it to overcome the permutation equivarience property …
Multimodal transformer for comics text-cloze
This work explores a closure task in comics, a medium where visual and textual elements
are intricately intertwined. Specifically, text-cloze refers to the task of selecting the correct …
are intricately intertwined. Specifically, text-cloze refers to the task of selecting the correct …
DC-PSENet: a novel scene text detection method integrating double ResNet-based and changed channels recursive feature pyramid
L Huang, S Liao, W Yang - The Visual Computer, 2024 - Springer
Due to the emergence and advancement of deep learning technologies, scene text
detection is becoming more widespread in various fields. However, due to the complexity of …
detection is becoming more widespread in various fields. However, due to the complexity of …
Occluded text detection and recognition in the wild
The performance of existing deep-learning scene text recognition-based methods fails
significantly on occluded text instances or even partially occluded characters in a text due to …
significantly on occluded text instances or even partially occluded characters in a text due to …
Recent Trends in Deep Learning-Based Optical Character Recognition
G Min, A Lee, KS Kim, JE Kim, HS Kang… - Electronics and …, 2022 - koreascience.kr
Optical character recognition is a primary technology required in different fields, including
digitizing archival documents, industrial automation, automatic driving, video analytics …
digitizing archival documents, industrial automation, automatic driving, video analytics …