Search Results for author: Rabab K. Ward

Found 5 papers, 0 papers with code

Automatic labeling of molecular biomarkers of whole slide immunohistochemistry images using fully convolutional networks

no code implementations30 Dec 2016 Fahime Sheikhzadeh, Martial Guillaud, Rabab K. Ward

The trained CNN is then extended to an FCN that generates a map of all biomarkers in the whole slide image acquired by the scanner (instead of classifying every cell image).

whole slide images

Learning Input and Recurrent Weight Matrices in Echo State Networks

no code implementations13 Nov 2013 Hamid Palangi, Li Deng, Rabab K. Ward

In this paper, we devise a special technique that take advantage of this linearity in the output units of an ESN, to learn the input and recurrent matrices.

Sparse Representation-based Image Quality Assessment

no code implementations12 Jun 2013 Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward

This sparse strategy is employed because it is known to generate basis vectors that are qualitatively similar to the receptive field of the simple cells present in the mammalian primary visual cortex.

Image Quality Assessment

Image Similarity Using Sparse Representation and Compression Distance

no code implementations12 Jun 2012 Tanaya Guha, Rabab K. Ward

This paper proposes a sparse representation-based approach to encode the information content of an image using information from the other image, and uses the compactness (sparsity) of the representation as a measure of its compressibility (how much can the image be compressed) with respect to the other image.

Clustering Image Clustering +1

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