Search Results for author: Supriti Mulay

Found 3 papers, 1 papers with code

Style Transfer based Coronary Artery Segmentation in X-ray Angiogram

no code implementations3 Sep 2021 Supriti Mulay, Keerthi Ram, Balamurali Murugesan, Mohanasankar Sivaprakasam

A deep learning-based edge adaptive instance normalization style transfer technique for segmenting the coronary arteries, is presented in this paper.

Style Transfer

Early Detection of Retinopathy of Prematurity stage using Deep Learning approach

no code implementations3 Sep 2021 Supriti Mulay, Keerthi Ram, Mohanasankar Sivaprakasam, Anand Vinekar

The system was tested on 45 images and reached detection accuracy of 0. 88, showing that deep learning detection with pre-processing by image normalization allows robust detection of ROP in early stages.

Image Enhancement

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