文本识别论文大全

文本识别论文

• *CODE 表示官方代码
• CODE 表示非官方代码

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Conf.	Date	Title	Highlight	code
AAAI	2022	Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution	Attention	*CODE
AAAI	2022	Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition	Language Model	*CODE
arXiv	2021/12/16	TRIG: Transformer-Based Text Recognizer with Initial Embedding Guidance	Attention	No
arXiv	2021/12/1	Visual-Semantic Transformer for Scene Text Recognition	Language Model	No
arXiv	2021/11/30	Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic Features	Language Model	*CODE
arXiv	2021/11/17	TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers	Data Augmentation	No
CVPR	2021	Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition	Language Model	*CODE
CVPR	2021	Primitive Representation Learning for Scene Text Recognition	Representation Learning	No
CVPR	2021	What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels	Few-shot Learning	No
CVPR	2021	Sequence-to-Sequence Contrastive Learning for Text Recognition	Contrastive Learning	No
ICCV	2021	From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network	Language Model	*CODE
ICCV	2021	Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition	Language Model	No
ICCV	2021	Towards the Unseen: Iterative Text Recognition by Distilling from Errors	Others	No
ICCV Workshop	2021	Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark	Others	*CODE
AAAI	2021	SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition	Others	*CODE
ICDAR	2021	RF-Learning: Reciprocal Feature Learning via Explicit and Implicit Tasks in Scene Text Recognition	Others	*CODE
CVPR	2020	SCATTER: selective context attentional scene text recognizer	Attention	No
CVPR	2020	Towards accurate scene text recognition with semantic reasoning networks	Language Model	No
CVPR	2020	Seed: Semantics enhanced encoder-decoder framework for scene text recognition	Language Model	*CODE
CVPR	2020	UnrealText: Synthesizing realistic scene text images from the unreal world	Dataset	*CODE
CVPR	2020	Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition	Data Augmentation	*CODE
CVPR	2020	What Machines See Is Not What They Get: Fooling Scene Text Recognition Models with Adversarial Text Images	Others	No
CVPR	2020	On Vocabulary Reliance in Scene Text Recognition	Others	No
CVPR Workshop	2020	On Recognizing Texts of Arbitrary Shapes with 2D Self-Attention	Attention	*CODE
ECCV	2020	Robustscanner: Dynamically enhancing positional clues for robust text recognition	Attention	CODEPytorch
ECCV	2020	Variational Connectionist Temporal Classification	CTC	No
AAAI	2020	GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition	CTC	No
AAAI	2020	Textscanner: Reading characters in order for robust scene text recognition	Attention	No
AAAI	2020	Decoupled attention network for text recognition	Attention	*CODE
PR	2020	Reinterpreting CTC training as iterative fitting	CTC	*CODE
Neural Computing	2020	Adaptive embedding gate for attention-based scene text recognition	Others	No
CVPR	2019	ESIR: End-to-end scene text recognition via iterative image rectification	Rectification Model	No
CVPR	2019	Sequence-to-sequence domain adaptation network for robust text image recognition	Others	No
CVPR	2019	Aggregation Cross-Entropy for Sequence Recognition	Others	*CODE
ICCV	2019	What is wrong with scene text recognition model comparisons? dataset and model analysis	Attention	*CODE
ICCV	2019	Symmetry-constrained Rectification Network for Scene Text Recognition	Rectification Model	No
AAAI	2019	Show, attend and read: A simple and strong baseline for irregular text recognition	Rectification Model	*CODE
ICDAR	2019	NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition	Attention	CODEPytorch
IEEE Access	2019	Natural Scene Text Recognition Based on Encoder-Decoder Framework	CTC	No
CVPR	2018	Edit probability for scene text recognition	Attention	No
CVPR	2018	AON: Towards arbitrarily-oriented text recognition	Attention	No
ECCV	2018	Synthetically supervised feature learning for scene text recognition	CTC	No
AAAI	2018	Char-Net: A character-aware neural network for distorted scene text recognition	Attention	No
AAAI	2018	SEE: Towards Semi-Supervised End-to-End Scene Text Recognition	Attention	*CODE
NIPS	2018	Connectionist Temporal Classification with Maximum Entropy Regularization	CTC	*CODE
ACM MM	2018	Attention and language ensemble for scene text recognition with convolutional sequence modeling	Attention	*CODE
TPRMI	2018	ASTER: An Attentional Scene Text Recognizer with Flexible Rectification	Attention	*CODE CODEPytorch
PR	2018	MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition	Attention	*CODE
Neural Computing	2018	Reading scene text with fully convolutional sequence modeling	Attention	No
ICCV	2017	Focusing attention: Towards accurate text recognition in natural images	Attention	No
NIPS	2017	Gated recurrent convolution neural network for OCR	CTC	*CODE
IJCAI	2017	Learning to read irregular text with attention mechanisms	Attention	No
PR	2017	Accurate recognition of words in scenes without character segmentation using recurrent neural network	CTC	No
CVPR	2016	Recursive recurrent nets with attention modeling for OCR in the wild	Attention	No
CVPR	2016	Robust Scene Text Recognition With Automatic Rectification	Attention	No
CVPR	2016	Synthetic data for text localisation in natural images	Dataset	*CODE
TPAMI	2016	An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition	CTC	*CODE CODEPytorch CODETF
BMVC	2016	STAR-Net: A spatial attention residue network for scene text recognition	Attention	No
NIPS	2014	Synthetic data and artificial neural networks for natural scene text recognition	Dataset	No