Papers Irregular Text Recognition
“Irregular Text Recognition” 태그가 달린 논문 7편 · 필터 해제
Visual-Semantic Transformer for Scene Text Recognition
Modeling semantic information is helpful for scene text recognition. In this work, we propose to model semantic and visual information jointly with a Visual-Semantic Transformer (VST). The VST first explicitly extracts p…
Irregular Text RecognitionScene Text RecognitionA Hybrid Deep Learning Model for Arabic Text Recognition
Arabic text recognition is a challenging task because of the cursive nature of Arabic writing system, its joint writing scheme, the large number of ligatures and many other challenges. Deep Learning DL models achieved si…
Deep LearningIrregular Text RecognitionRobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition
The attention-based encoder-decoder framework has recently achieved impressive results for scene text recognition, and many variants have emerged with improvements in recognition quality. However, it performs poorly on c…
DecoderIrregular Text RecognitionPositionScene Text RecognitionSCATTER: Selective Context Attentional Scene Text Recognizer
Scene Text Recognition (STR), the task of recognizing text against complex image backgrounds, is an active area of research. Current state-of-the-art (SOTA) methods still struggle to recognize text written in arbitrary s…
Irregular Text RecognitionScene Text RecognitionA Holistic Representation Guided Attention Network for Scene Text Recognition
Reading irregular scene text of arbitrary shape in natural images is still a challenging problem, despite the progress made recently. Many existing approaches incorporate sophisticated network structures to handle variou…
DecoderIrregular Text RecognitionScene Text RecognitionRecurrent Calibration Network for Irregular Text Recognition
Scene text recognition has received increased attention in the research community. Text in the wild often possesses irregular arrangements, typically including perspective text, curved text, oriented text. Most existing …
Irregular Text RecognitionScene Text RecognitionShow, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition
Recognizing irregular text in natural scene images is challenging due to the large variance in text appearance, such as curvature, orientation and distortion. Most existing approaches rely heavily on sophisticated model …
DecoderIrregular Text RecognitionOptical Character Recognition (OCR)Scene Text Recognition