Research map / Detection and segmentation / CNN features
Deep Matching Prior Network: Toward Tighter Multi-Oriented Text Detection
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use DMPNet with quadrilateral sliding windows rather than the previous best method | DMPNet · ICDAR 2015 Challenge 4 test | Hmean: 63.76 -> 70.64 | Helped |
| Use quadrilateral sliding windows instead of horizontal sliding windows | DMPNet · ICDAR 2015 Challenge 4 test | Recall | Helped |
| Use smooth Ln loss instead of smooth L1 loss | DMPNet bounding-box regression · ICDAR 2015 Challenge 4 | text localization robustness and stability | Helped |
Closest papers by meaning
- EAST: An Efficient and Accurate Scene Text Detector (CVPR 2017 · similarity 0.90)
- Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation (CVPR 2018 · similarity 0.90)
- Character Region Awareness for Text Detection (CVPR 2019 · similarity 0.88)
- MOST: A Multi-Oriented Scene Text Detector With Localization Refinement (CVPR 2021 · similarity 0.88)
- LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network (AAAI 2024 · similarity 0.87)
- Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction (CVPR 2024 · similarity 0.86)
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