30 citations · 39 across the 4 of their papers we have counts for
4 papers
Evaluation of Dirichlet Process Gaussian Mixtures for Segmentation on Noisy Hyperspectral Images
Kiran Mantripragada, Faisal Z. Qureshi
Image segmentation is a fundamental step for the interpretation of Remote Sensing Images. Clustering or segmentation methods usually precede the classification task and are used as…
The Effects of Spectral Dimensionality Reduction on Hyperspectral Pixel Classification: A Case Study
Kiran Mantripragada, Phuong D. Dao, Yuhong He +1
This paper presents a systematic study of the effects of hyperspectral pixel dimensionality reduction on the pixel classification task. We use five dimensionality reduction methods…
An SLA-based Advisor for Placement of HPC Jobs on Hybrid Clouds
Kiran Mantripragada, Leonardo P. Tizzei, Alecio P. D. Binotto +1
Several scientific and industry applications require High Performance Computing (HPC) resources to process and/or simulate complex models. Not long ago, companies, research institu…
A Self-adaptive Auto-scaling Method for Scientific Applications on HPC Environments and Clouds
Kiran Mantripragada, Alecio Binotto, Leonardo P. Tizzei
High intensive computation applications can usually take days to months to finish an execution. During this time, it is common to have variations of the available resources when co…