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Questions related from Faizuddin Nasar
I have a 3D Image of size 100x100x100. I have features (feature dimension 25) extracted for each pixel by considering a small pacth around it. So the input to 1D CNN is 100x100x100x25 reshaped to...
18 February 2021 1,149 4 View
I have a 3D CT image of a car engine in raw form with no header information. When loaded into numpy array as 16 bit unsigned integer, I noticed that the values range between 0 to 52000. Is this...
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How do i get started with the implementation of Label propagation (Multi Atlas based Image segmentation) using sparse coding? The same has been implemented in the paper Representation Learning: A...
18 November 2020 8,711 7 View
18 November 2020 8,148 6 View
I plan to implement 3D image segmentation. I've features extracted from an unsupervised feature extraction method. The features have lower dimension than that of the input image. Which...
16 September 2020 2,974 13 View
I've implemented a stacked Independent subpace analysis(ISA) network similar to the one in research paper mentioned below for unsupervised feature extraction. It consists of 2 ISA layers stacked...
03 September 2020 930 3 View
I've been working on Feature Learning related projects. Recently, I came across the research paper "Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR...
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