hwalsuklee
GitHub
parent
89560f528d
commit
0a87569dad
22
README.md
22
README.md
|
|
@ -2,8 +2,8 @@
|
|||
A curated list of awesome deep learning based papers on text detection and recognition.
|
||||
|
||||
<p align='center'>
|
||||
<img src = '/overall_histogram.png' height="450px">
|
||||
<img src = '/overall_pi_chart.png' height="300px">
|
||||
<img src = '/overall_histogram.png' height="300px">
|
||||
<img src = '/overall_pi_chart.png' height="450px">
|
||||
</p>
|
||||
|
||||
## Text Detection
|
||||
|
|
@ -57,7 +57,12 @@ A curated list of awesome deep learning based papers on text detection and recog
|
|||
'18-ECCV | 18/07/06 | [Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes](https://arxiv.org/pdf/1807.02242.pdf) | 0.917 | 0.86 |
|
||||
'18-ECCV | 18/07/10 | [Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping](https://arxiv.org/pdf/1807.03547.pdf) | 0.892 |
|
||||
'19-AAAI | 18/11/21 | [Scene Text Detection with Supervised Pyramid Context Network](https://arxiv.org/pdf/1811.08605.pdf) | 0.921 | 0.872 |
|
||||
|
||||
'19-CVPR | 19/03/21 | [Towards Robust Curve Text Detection with Conditional Spatial Expansion](https://arxiv.org/pdf/1903.08836.pdf) | | | |
|
||||
'19-CVPR | 19/03/28 | [Shape Robust Text Detection with Progressive Scale Expansion Network](https://arxiv.org/pdf/1903.12473.pdf) | | 0.857 | |
|
||||
'19-CVPR | 19/04/03 | [Character Region Awareness for Text Detection](https://arxiv.org/pdf/1904.01941.pdf) | 0.952 | 0.869 | |
|
||||
'19-CVPR | 19/04/13 | [Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes Screen reader support enabled](https://arxiv.org/pdf/1904.06535.pdf) | | 0.877 | |
|
||||
'19-CVPR | 19/06/16 | [Learning Shape-Aware Embedding for Scene Text Detection](https://arxiv.org/pdf/1904.06535.pdf) | | 0.877 | |
|
||||
'19-CVPR | 19/06/16 | Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation | | | |
|
||||
<p align='center'>
|
||||
<img src = '/detection_ic13_results.png' height = '550px'>
|
||||
<img src = '/detection_ic15_results.png' height = '550px'>
|
||||
|
|
@ -93,6 +98,9 @@ A curated list of awesome deep learning based papers on text detection and recog
|
|||
'18-TPAMI | 18/06/25 | [ASTER: An Attentional Scene Text Recognizer with Flexible Rectification](http://122.205.5.5:8071/UpLoadFiles/Papers/ASTER_PAMI18.pdf) | 0.936 | 0.934 | 0.945 | 0.918 | [`*TF(M)`](https://github.com/bgshih/aster)
|
||||
'18-ECCV | 18/09/08 | [Synthetically Supervised Feature Learning for Scene Text Recognition](http://openaccess.thecvf.com/content_ECCV_2018/papers/Yang_Liu_Synthetically_Supervised_Feature_ECCV_2018_paper.pdf) | 0.871 | 0.894 | 0.947 | 0.94 |
|
||||
'19-AAAI | 18/09/18 | [Scene Text Recognition from Two-Dimensional Perspective](https://arxiv.org/pdf/1809.06508.pdf) | 0.821 | 0.92 | | 0.914 |
|
||||
'19-CVPR | 18/12/14 | [ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification](https://arxiv.org/pdf/1812.05824.pdf) | 0.902 | 0.933 | | 0.913 | [PRJ](https://github.com/fnzhan/ESIR)
|
||||
'19-PR | 19/01/10 | [MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition](https://arxiv.org/pdf/1901.03003.pdf) | 0.883 | 0.912 | 0.950 | 0.924 | [`*PYTORCH(M)`](https://github.com/Canjie-Luo/MORAN_v2)
|
||||
|
||||
<p align='center'>
|
||||
<img src = '/recognition_ic13_results.png' height = '550px'>
|
||||
<img src = '/recognition_iiit5k_results.png' height = '550px'>
|
||||
|
|
@ -143,7 +151,13 @@ A curated list of awesome deep learning based papers on text detection and recog
|
|||
'18-CVPR | 18/06/19 | [Document Enhancement using Visibility Detection](http://webee.technion.ac.il/~ayellet/Ps/18-KKT.pdf) | Document Enhancement | [`PRJ`](http://cgm.technion.ac.il/Computer-Graphics-Multimedia/Software/VisibilityDetection/)
|
||||
'18-IJCAI | 18/06/22 | [Multi-Task Handwritten Document Layout Analysis](https://arxiv.org/pdf/1806.08852.pdf) | Document Layout
|
||||
'18-ECCV | 18/07/09 | [Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes](https://arxiv.org/pdf/1807.03021.pdf) | Dataset | [`PRJ`](https://github.com/fnzhan/Verisimilar-Image-Synthesis-for-Accurate-Detection-and-Recognition-of-Texts-in-Scenes)
|
||||
'19-AAAI | 18/12/03 | [EnsNet: Ensconce Text in the Wild](https://arxiv.org/pdf/1812.00723.pdf) | Text Removal | [`DB`](https://github.com/HCIILAB/Scene-Text-Removal)
|
||||
'19-AAAI | 18/12/03 | [EnsNet: Ensconce Text in the Wild](https://arxiv.org/pdf/1812.00723.pdf) | Text Removal | [`DB`](https://github.com/HCIILAB/Scene-Text-Removal)
|
||||
'19-CVPR | 18/12/14 | [Spatial Fusion GAN for Image Synthesis](https://arxiv.org/pdf/1812.05840.pdf) | Dataset | [`DB`](https://github.com/fnzhan/SF-GAN)
|
||||
'19-AAAI | 19/01/27 | [Hierarchical Encoder with Auxiliary Supervision for Table-to-text Generation: Learning Better Representation for Tables](https://www.aaai.org/Papers/AAAI/2019/AAAI-LiuT.3205.pdf) | TableToText |
|
||||
'19-AAAI | 19/01/27 | [A Radical-aware Attention-based Model for Chinese Text Classification](https://www.aaai.org/Papers/AAAI/2019/AAAI-TaoH.5441.pdf) | Chinese Character Classification |
|
||||
'19-AAAI | 19/01/27 | [Hierarchical Encoder with Auxiliary Supervision for Table-to-text Generation: Learning Better Representation for Tables](https://www.aaai.org/Papers/AAAI/2019/AAAI-LiuT.3205.pdf) | TableToText |
|
||||
'19-CVPR | 19/03/27 | [Tightness-aware Evaluation Protocol for Scene Text Detection](https://arxiv.org/pdf/1904.00813.pdf) | Evaluation | [`CODE`](https://github.com/Yuliang-Liu/TIoU-metric)
|
||||
'19-CVPR | 19/06/16 | [DynTypo: Example-based Dynamic Text Effects Transfer](https://menyifang.github.io/projects/DynTypo/DynTypo_files/Paper_DynTypo_CVPR19.pdf) | Text Effects | [`PRJ`](https://menyifang.github.io/projects/DynTypo/DynTypo.html) <br> [`VIDEO`](https://youtu.be/FkFQ6bV1s-o)
|
||||
|
||||
## Other lists
|
||||
* OCR Paper Curation
|
||||
|
|
|
|||
Loading…
Reference in New Issue