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Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use corner localization and position-sensitive segmentation instead of direct text-box regression | Scene text detection on ICDAR2015 · ICDAR2015 | F-measure: 53.3 vs 80.7 | Helped |
| Use multi-scale inputs | The proposed detector · ICDAR2015 | F-measure: 80.7 -> 84.3 | Helped |
| Use multi-scale inputs | The proposed detector · ICDAR2013 | F-measure: 85.8 -> 88.0 | Helped |
| Use multi-scale inputs | The proposed detector · MLT | F-measure: 66.8 -> 72.4 | Helped |
| Use multi-scale inputs | The proposed detector · COCO-Text V1.1 | F-measure: 38.1 -> 42.5 | Helped |
| Use multi-scale inputs | The proposed detector · COCO-Text Challenge IoU 0.5 | F-measure: 61.1 -> 62.6 | Helped |
| Use multi-scale inputs | The proposed detector · COCO-Text Challenge IoU 0.75 | F-measure: 34.6 -> 34.9 | Helped |
Closest papers by meaning
- Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation (CVPR 2019 · similarity 0.90)
- MOST: A Multi-Oriented Scene Text Detector With Localization Refinement (CVPR 2021 · similarity 0.90)
- EAST: An Efficient and Accurate Scene Text Detector (CVPR 2017 · similarity 0.90)
- Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction (CVPR 2024 · similarity 0.88)
- LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network (AAAI 2024 · similarity 0.86)
- Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis (CVPR 2024 · similarity 0.86)
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