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