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Method and system for performing segmentation of image having a sparsely distributed object
Method and system for performing segmentation of image having a sparsely distributed object
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机译:用于对具有稀疏分布对象的图像进行分割的方法和系统
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摘要
Methods and systems for segmenting images having sparsely distributed objects are disclosed. A method may include: predicting object potential areas in the image using a preliminary fully convolutional neural network; segmenting a plurality of sub-images corresponding to the object potential areas in the image using a refinement fully convolutional neural network, wherein the refinement fully convolutional neural network is trained to segment images on a higher resolution compared to a lower resolution utilized by the preliminary fully convolutional neural network; and combining the segmented sub-images to generate a final segmented image.
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