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Text recognition in the wild: A survey
The history of text can be traced back over thousands of years. Rich and precise semantic
information carried by text is important in a wide range of vision-based application …
information carried by text is important in a wide range of vision-based application …
Traditional to transfer learning progression on scene text detection and recognition: a survey
Many computer vision-based techniques utilize semantic information ie scene text present in
a natural scene for image analysis. Subsequently, in recent times researchers pay more …
a natural scene for image analysis. Subsequently, in recent times researchers pay more …
Detecting oriented text in natural images by linking segments
Most state-of-the-art text detection methods are specific to horizontal Latin text and are not
fast enough for real-time applications. We introduce Segment Linking (SegLink), an oriented …
fast enough for real-time applications. We introduce Segment Linking (SegLink), an oriented …
Detecting text in natural image with connectionist text proposal network
We propose a novel Connectionist Text Proposal Network (CTPN) that accurately localizes
text lines in natural image. The CTPN detects a text line in a sequence of fine-scale text …
text lines in natural image. The CTPN detects a text line in a sequence of fine-scale text …
Multi-oriented scene text detection via corner localization and region segmentation
Previous deep learning based state-of-the-art scene text detection methods can be roughly
classified into two categories. The first category treats scene text as a type of general objects …
classified into two categories. The first category treats scene text as a type of general objects …
Single shot text detector with regional attention
We present a novel single-shot text detector that directly outputs word-level bounding boxes
in a natural image. We propose an attention mechanism which roughly identifies text regions …
in a natural image. We propose an attention mechanism which roughly identifies text regions …
Scene text detection via holistic, multi-channel prediction
Recently, scene text detection has become an active research topic in computer vision and
document analysis, because of its great importance and significant challenge. However, vast …
document analysis, because of its great importance and significant challenge. However, vast …
Deeptext: A new approach for text proposal generation and text detection in natural images
In this paper, we develop a new approach called DeepText for text region proposal
generation and text detection in natural images via a fully convolutional neural network …
generation and text detection in natural images via a fully convolutional neural network …
Scene text detection and recognition with advances in deep learning: a survey
Scene text detection and recognition has become a very active research topic in recent
several years. It can find many applications in reality ranging from navigation for vision …
several years. It can find many applications in reality ranging from navigation for vision …
Research on image text recognition based on canny edge detection algorithm and k-means algorithm
F Wu, C Zhu, J Xu, MW Bhatt, A Sharma - International Journal of System …, 2022 - Springer
The latest research in the field of recognition of image characters has led to various
developments in the modern technological works for the improvement of recognition rate …
developments in the modern technological works for the improvement of recognition rate …