Faizuddin Nasar

6 Questions 15 Answers 0 Followers

Questions related from Faizuddin Nasar

Using 1D CNN for pixel classification in an image?

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 1,124 4 View

CT image preprocessing in python?

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...

16 February 2021 4,899 3 View

Label Propagation - Multi Atlas based 3D Image segmentation implementation. The basics?

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 8,690 7 View

Label Propagation - Multi Atlas based Image segmentation implementation. The basics?

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 8,135 6 View

Best 3d image segmentation method?

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 2,949 13 View

How to visualize feature/feature maps when dimensionality is reduced?

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 904 3 View