1 code implementation • 29 May 2018 • Li Sulimowicz, Ishfaq Ahmad, Alexander Aved
This paper proposes a superpixel-enhanced pairwise CRF framework that consists of the conventional pairwise as well as our proposed superpixel-enhanced pairwise (SP-Pairwise) potentials.
no code implementations • 5 Apr 2018 • Li Sulimowicz, Ishfaq Ahmad, Alexander Aved
Superpixel-based Higher-order Conditional random fields (SP-HO-CRFs) are known for their effectiveness in enforcing both short and long spatial contiguity for pixelwise labelling in computer vision.
no code implementations • 7 Apr 2017 • Li Sulimowicz, Ishfaq Ahmad
The sheer volume and size of histopathological images (e. g., 10^6 MPixel) underscores the need for faster and more accurate Regions-of-interest (ROI) detection algorithms.