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06/03/2018
TernausNetV2: Fully Convolutional Network for Instance Segmentation
The most common approaches to instance segmentation are complex and use ...
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04/21/2018
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks
Accurate detection and localization for angiodysplasia lesions is an imp...
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03/03/2018
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning
Semantic segmentation of robotic instruments is an important problem for...
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02/02/2018
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis
Breast cancer is one of the main causes of cancer death worldwide. Early...
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01/17/2018
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation
Pixel-wise image segmentation is demanding task in computer vision. Clas...
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12/13/2017