25-07-2023 дата публикации
Номер: CN116486393A
Принадлежит:
The invention discloses a scene text detection method based on image segmentation, and belongs to the field of computer vision. The method comprises the following steps: firstly, acquiring a natural scene image containing a text, preprocessing the natural scene image, and performing feature extraction on the preprocessed natural scene image through a feature extraction component to obtain a feature map; secondly, according to the feature map, feature information of different sizes in the feature map is fully fused through a feature pyramid enhancement component, and deep features are obtained; and then fusing a plurality of feature maps with different sizes from the feature pyramid enhancement component through a feature focusing component, and carrying out feature focusing operation. And finally, predicting the feature map output by the feature focusing component through a textbox prediction component, and finding out the position of the text. According to the method, the feature map feeling ...
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