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yulequan / melanoma-recognition

Repository of paper "Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks"
http://www.cse.cuhk.edu.hk/~lqyu/skin/
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Image size for segmentation #1

Closed steven-chow closed 7 years ago

steven-chow commented 7 years ago

Thank you for your sharing!

You said in the paper, "To train the FCRN, we first crop an sub-image from every original dermoscopy image with ground truth by automatically figuring out the smallest rectangle containing the lesion region and enlarging its length and width by 1.1 -1.3 times in order to include more neighboring pixels for training."

For segmantation, before input to the FCRN, whether you will resize the cropped sub-image to a fixed size? Or, you just use them as input?

Another question, whether the image size in a batch is same for segmantation?

Thank you!

yulequan commented 7 years ago

In the segmentation, we do not use the resample operations. The image size of segmentation is 480*480.