Research map / Detection and segmentation / CNN features
Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation
Check your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Add SE blocks to VGG16 (SE-VGG16 instead of VGG16) (ablation) | Proposed detector · CTW1500 | Hmean: 79.4 -> 80.1 | Helped |
| Add SE blocks to VGG16 (SE-VGG16 instead of VGG16) (ablation) | Proposed detector · ICDAR2015 | Hmean: 86.8 -> 87.6 | Helped |
| Use adaptive boundary-point representation instead of fixed 14 points (ablation) | Proposed detector · CTW1500 | Recall: 76.4 -> 80.2 | Helped |
| Use adaptive boundary-point representation instead of fixed 14 points (ablation) | Proposed detector · CTW1500 | Hmean: 78.2 -> 80.1 | Helped |
| Avoid pixel-wise prediction by representing proposals with recurrently predicted boundary points | Arbitrary-shape text detector · Arbitrary-shape text detection | speed: 6.9 fps -> 10.0 fps | Helped |
Closest papers by meaning
- ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection (CVPR 2020 · similarity 0.91)
- Character Region Awareness for Text Detection (CVPR 2019 · similarity 0.90)
- Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation (CVPR 2018 · similarity 0.90)
- Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes (CVPR 2019 · similarity 0.90)
- Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction (CVPR 2024 · similarity 0.87)
- LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network (AAAI 2024 · similarity 0.87)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.