Gland Instance Segmentation Using Deep Multichannel Neural Networks

作者: Yan Xu , Yang Li , Yipei Wang , Mingyuan Liu , Yubo Fan

DOI: 10.1109/TBME.2017.2686418

关键词: Deep learningImage segmentationScale-space segmentationSegmentationComputer visionSegmentation-based object categorizationArtificial neural networkFeature extractionConvolutional neural networkPattern recognitionImage processingComputer scienceArtificial intelligence

摘要: Objective: A new image instance segmentation method is proposed to segment individual glands (instances) in colon histology images. This process is challenging since the glands …

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