Research map / Detection and segmentation / Open-set and few-shot detection
Character Region Awareness for Text Detection
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use character-region and character-affinity score maps with weakly supervised character labels | Scene text detection · ICDAR2013 (IC13) | H-mean: 91.0 -> 95.2 | Helped |
| Use character-region and character-affinity score maps with weakly supervised character labels | Scene text detection · ICDAR2015 (IC15) | H-mean: 85.3 -> 86.9 | Helped |
| Use character-region and character-affinity score maps with weakly supervised character labels | Scene text detection · ICDAR2017 (IC17) | H-mean: 72.4 -> 73.9 | Helped |
| Use character-region and character-affinity score maps with weakly supervised character labels | Scene text detection · MSRA-TD500 | H-mean: 81.5 -> 82.9 | Helped |
| Use character-region and character-affinity score maps with weakly supervised character labels | Scene text detection · TotalText | H-mean: 78.4 -> 83.6 | Helped |
| Add LinkRefiner to combine characters and words into long text lines | CRAFT · CTW-1500 | H-mean: 75.6 -> 83.5 | Helped |
Closest papers by meaning
- EAST: An Efficient and Accurate Scene Text Detector (CVPR 2017 · similarity 0.90)
- Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation (CVPR 2019 · similarity 0.90)
- Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing (NeurIPS 2024 · similarity 0.87)
- TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance Fields (CVPR 2024 · similarity 0.87)
- LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network (AAAI 2024 · similarity 0.87)
- OTE: Exploring Accurate Scene Text Recognition Using One Token (CVPR 2024 · similarity 0.87)
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