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场景文本位置感知与识别的论文资源汇总 [按年份排序]

按发表机构排序: English, 简体中文.

按发表年份排序: English, 简体中文.*

标记: [位置感知], [文字识别]

[位置感知] 从场景图片中检测出文字所在的区域

[文字识别] 识别出文字区域中的文字内容

最近更新时间：2018-09-12

1. Papers & Code

2018

  • [2018-ECCV][文字识别][位置感知] Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes 论文
  • [2018-ECCV][文字识别] Using Object Information for Spotting Text 论文
  • [2018-ECCV][位置感知] Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping 论文
  • [2018-ECCV][位置感知] Single Shot Scene Text Retrieval 论文
  • [2018-ECCV][位置感知] Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes 论文
  • [2018-ECCV][位置感知] Synthetically Supervised Feature Learning for Scene Text Recognition 论文
  • [2018-ICIP][位置感知] Focal Text: An Accurate Text Detection With Focal Loss
  • [2018-ICIP][位置感知] Feature Fusion Network for Scene Text Detection 论文
  • [2018-ICIP][位置感知] Dense Chained Attention Network for Scene Text Recognition
  • [2018-IJCAI][位置感知] IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection 论文
  • [2018-CVPR][位置感知] Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation 论文
  • [2018-CVPR][文字识别] Edit Probability for Scene Text Recognition 论文
  • [2018-CVPR][位置感知] Geometry-Aware Scene Text Detection with Instance Transformation Network 论文
  • [2018-CVPR][位置感知] Learning Markov Clustering Networks for Scene Text Detection 论文
  • [2018-CVPR][位置感知] Rotation-sensitive Regression for Oriented Scene Text Detection 论文
  • [2018-AAAI][文字识别] SqueezedText: A Real-time Scene Text Recognition by Binary Convolutional Encoder-decoder Network 论文
  • [2018-AAAI][位置感知][文字识别] SEE: Towards Semi-Supervised End-to-End Scene Text Recognition 论文 代码
  • [2018-AAAI][位置感知] PixelLink: Detecting Scene Text via Instance Segmentation 论文
  • [2018-AAAI][位置感知] Feature Enhancement Network: A Refined Scene Text Detector 论文
  • [2018-AAAI][文字识别] Char-Net: A Character-Aware Neural Network for Distorted Scene Text 论文
  • [2018-TIP][位置感知] TextBoxes++: A Single-Shot Oriented Scene Text Detector 论文 代码

2017

  • [2017-arXiv][位置感知] Detecting Curve Text in the Wild: New Dataset and New Solution 论文
  • [2017-TPAMI][文字识别] Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition 论文
  • [2017-CVPR][位置感知] Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection 论文
  • [2017-arXiv][位置感知] Arbitrary-Oriented Scene Text Detection via Rotation Proposals 论文
  • [2017-AAAI][位置感知] TextBoxes: A Fast TextDetector with a Single Deep Neural Network 论文 代码
  • [2017-CVPR][位置感知] Detecting Oriented Text in Natural Images by Linking Segments 论文
  • [2017-arXiv][位置感知] Improving Text Proposal for Scene Images with Fully Convolutional Networks 论文
  • [2017-AAAI][位置感知][文字识别] Detection and Recognition of Text Embedding in Online Images via Neural Context Models 论文
  • [2017-CVPR][位置感知] EAST: An Efficient and Accurate Scene Text Detector 论文 code
  • [2017-arXiv][位置感知] Deep Direct Regression for Multi-Oriented Scene Text Detection 论文
  • [2017-arXiv][位置感知] Cascaded Segmentation-Detection Networks for Word-Level Text Spotting 论文
  • [2017-ICCV][位置感知][文字识别] Deep TextSpotter: An End-to-End Trainable Scene Text Localization and Recognition Framework 论文 代码
  • [2017-arXiv][位置感知] R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection 论文
  • [2017-ICCV][位置感知] WeText: Scene Text Detection under Weak Supervision 论文
  • [2017-ICCV][位置感知] Single Shot Text Detector with Regional Attention 论文 代码
  • [2017-ICCV][位置感知] Self-organized Text Detection with Minimal Post-processing via Border Learning 论文
  • [2017-ICCV][文字识别] Focusing Attention: Towards Accurate Text Recognition in Natural Images 论文
  • [2017-ICCV][位置感知][文字识别] Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks 论文
  • [2017-CVPR][位置感知] Unambiguous Text Localization and Retrieval for Cluttered Scenes 论文

2016

  • [2016-TIP][综述] Text Detection Tracking and Recognition in Video: A Comprehensive Survey 论文
  • [2016-IJCV][位置感知][文字识别] Reading Text in the Wild with Convolutional Neural Networks 论文 样例 主页
  • [2016-CVPR][位置感知] Synthetic Data for Text Localisation in Natural Images 论文 代码 数据
  • [2016-ECCV][位置感知] CTPN: Detecting Text in Natural Image with Connectionist Text Proposal Network 论文 代码
  • [2016-CVPR][位置感知] Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network 论文
  • [2016-AAAI][位置感知][文字识别] Reading Scene Text in Deep Convolutional Sequences 论文
  • [2016-TIP][位置感知] Text-Attentional Convolutional Neural Networks for Scene Text Detection 论文
  • [2016-arXiv][位置感知][文字识别] DeepText: A Unified Framework for Text Proposal Generation and Text Detection in Natural Images 论文
  • [2016-CVPR][文字识别] Robust scene text recognition with automatic rectification 论文
  • [2016-arXiv][位置感知] Scene Text Detection via Holistic, Multi-Channel Prediction 论文
  • [2016-CVPR][位置感知] Multi-oriented text detection with fully convolutional networks 论文
  • [2016-arXiv][位置感知] TextProposals: a Text-specific Selective Search Algorithm for Word Spotting in the Wild 论文 代码
  • [2016-CVPR][文字识别] Recursive Recurrent Nets with Attention Modeling for OCR in the Wild 论文
  • [2016-arXiv][位置感知][文字识别] COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images 论文
  • [2016-PhD Thesis][位置感知] Context Modeling for Semantic Text Matching and Scene Text Detection 论文
  • [2016-IJCAI][位置感知] Scene Text Detection in Video by Learning Locally and Globally 论文
  • [2016-CVPR][位置感知] CannyText Detector: Fast and Robust Scene Text Localization Algorithm 论文
  • [2016-IJDAR][位置感知] TextCatcher: a method to detect curved and challenging text in natural scenes 论文
  • [2016-NIPS][文字识别] Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data 论文

2015

  • [2015-PAMI][综述] Text Detection and Recognition in Imagery: A Survey 论文
  • [2015-ICLR][文字识别] Deep structured output learning for unconstrained text recognition 论文
  • [2015-PhD Thesis][位置感知] Deep Learning for Text Spotting 论文 代码
  • [2015-TPAMI][文字识别] An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition 论文 代码 代码
  • [2015-ICDAR][位置感知] Object Proposals for Text Extraction in the Wild 论文 代码
  • [2015-TPAMI][位置感知][文字识别] Real-time Lexicon-free Scene Text Localization and Recognition 论文
  • [2015-ICCV][位置感知] FASText: Efficient unconstrained scene text detector 论文 代码

2014

  • [2014-Front.Comput.Sci] Scene Text Detection and Recognition: Recent Advances and Future Trends 论文
  • [2014-ECCV][位置感知] Deep Features for Text Spotting 论文 代码 模型 GitXiv
  • [2014-NIPS][文字识别] Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition 论文 主页 模型
  • [2014-ECCV][位置感知] Robust Scene Text Detection with Convolution Neural Network Induced MSER Trees 论文
  • [2014-TPAMI][文字识别] Word Spotting and Recognition with Embedded Attributes 论文 主页 代码
  • [2014-TPAMI][文字识别] Robust Text Detection in Natural Scene Images 论文

2013

  • [2013-ICCV][位置感知][文字识别] Photo OCR: Reading Text in Uncontrolled Conditions 论文
  • [2013-CVPR][文字识别] Scene Text Recognition using Part-based Tree-structured Character Detection 论文

2012

  • [2012-ICPR][文字识别] End-to-End Text Recognition with Convolutional Neural Networks 论文 代码 SVHN 数据集
  • [2012-PhD thesis][文字识别] End-to-End Text Recognition with Convolutional Neural Networks 论文
  • [2012-CVPR][位置感知][文字识别] Real-time scene text localization and recognition 论文 代码
  • [2012-ICPR][文字识别] End-to-End Text Recognition with CNN 论文 代码

2010

  • [2010-CVPR][位置感知] SWT: Detecting Text in Natural Scenes with Stroke Width Transform 论文 代码