场景文本检测论文阅读时间线

2019年7月

1. CTPN:文本提议,矩形框,宽度16像素,LSTM,水平矩形文本

Detecting Text in Natural Image withConnectionist Text Proposal Network

2. PSE: 尺度扩展,任意形状,特征金字塔,分割方法

Shape Robust Text Detection with Progressive Scale Expansion Network

3. PMTD: 3D分割掩膜,金字塔掩膜,mask branch

Pyramid Mask Text Detector

4. Mask R-CNN: 实例分割框架,RoIAligen, 28x28 mask

Mask R-CNN

2019年8月

1. CRATD:字符与字符间区域,字符级分割

Character Region Awareness for Text Detection

2. LMTO:直接回归迭代修正,新添网络模块

Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes

2019年9月

1. Corner:角点检测,混合方法,目标检测与实例分割

Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

2. Adaptive:自适应文本区域,LSTM,点对

Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation

3. DSSD:SSD加上反卷积模块

Deconvolutional Single Shot Detector

2019年10月

1. Mask TextSpotter:将字符视作分割实例,36个mask

An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes

2. TextCohesion:文本聚集,上下左右像素区域与文本骨架

Detecting Text for Arbitrary Shapes

posted @ 2019-10-19 22:18  litchi99  阅读(178)  评论(0编辑  收藏  举报