no code implementations • 13 Oct 2023 • Xiaolei Chen, Pengcheng Zhang, Zelong Du, Ishfaq Ahmad
First, the ILA module calculates the attention between adjacent level features of consecutive frames of panoramic video to improve the accuracy of extracting salient object features from the spatial flow.
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.