Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network

@article{Wang2019EfficientAA,
  title={Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network},
  author={W. Wang and Enze Xie and Xiaoge Song and Y. Zang and Wenjia Wang and T. Lu and G. Yu and Chunhua Shen},
  journal={2019 IEEE/CVF International Conference on Computer Vision (ICCV)},
  year={2019},
  pages={8439-8448}
}
  • W. Wang, Enze Xie, +5 authors Chunhua Shen
  • Published 2019
  • Computer Science
  • 2019 IEEE/CVF International Conference on Computer Vision (ICCV)
  • Scene text detection, an important step of scene text reading systems, has witnessed rapid development with convolutional neural networks. [...] Key Method FFM can gather the features given by the FPEMs of different depths into a final feature for segmentation. The learnable post-processing is implemented by Pixel Aggregation (PA), which can precisely aggregate text pixels by predicted similarity vectors. Experiments on several standard benchmarks validate the superiority of the proposed PAN. It is worth noting…Expand Abstract
    ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection
    1
    ABCNet: Real-Time Scene Text Spotting With Adaptive Bezier-Curve Network
    6
    TextSR: Content-Aware Text Super-Resolution Guided by Recognition
    1
    SA-Text: Simple but Accurate Detector for Text of Arbitrary Shapes
    Text Detection and Recognition in the Wild: A Review
    AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 61 REFERENCES
    Shape Robust Text Detection With Progressive Scale Expansion Network
    83
    EAST: An Efficient and Accurate Scene Text Detector
    481
    Scene Text Detection via Holistic, Multi-Channel Prediction
    133
    Scene Text Detection with Supervised Pyramid Context Network
    48
    Multi-oriented Scene Text Detection via Corner Localization and Region Segmentation
    119
    Deep Direct Regression for Multi-oriented Scene Text Detection
    185
    TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes
    122
    Detecting Curve Text in the Wild: New Dataset and New Solution
    60
    PixelLink: Detecting Scene Text via Instance Segmentation
    170
    Synthetic Data for Text Localisation in Natural Images
    543