Research map / Detection and segmentation / CNN features
Detecting Oriented Text in Natural Images by Linking Segments
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use segment-and-link detection instead of the strongest listed baseline | ICDAR 2015 text detection · ICDAR 2015 Incidental Text | F-measure: 64.8 -> 75.0 | Helped |
| Use segment-and-link detection instead of the strongest listed baseline | MSRA-TD500 text detection · MSRA-TD500 | F-measure: 76 -> 77 | Helped |
| Use segment-and-link detection instead of the strongest listed baseline | MSRA-TD500 text detection · MSRA-TD500 | FPS: $\sim$1.61 -> 8.9 | Helped |
| Use segment-and-link detection instead of Tian et al. | ICDAR 2013 text detection · ICDAR 2013 | F-measure: 87.7 -> 85.3 | Hurt |
| Use segment-and-link detection instead of Tian et al. | ICDAR 2013 text detection · ICDAR 2013 | FPS: 7.1 -> 20.6 | Helped |
| Use segment linking for text with very large character spacing | SegLink · MSRA-TD500 | detection success | Hurt |
| Use the current rectangle-producing combination algorithm for curved text | SegLink · MSRA-TD500 | detection success | Hurt |
Closest papers by meaning
- EAST: An Efficient and Accurate Scene Text Detector (CVPR 2017 · similarity 0.88)
- An End-to-End TextSpotter With Explicit Alignment and Attention (CVPR 2018 · similarity 0.86)
- CPN: Complementary Proposal Network for Unconstrained Text Detection (AAAI 2024 · similarity 0.85)
- Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation (CVPR 2024 · similarity 0.84)
- SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression (AAAI 2024 · similarity 0.84)
- LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network (AAAI 2024 · similarity 0.84)
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