Kiran Mantripragada

University of Ontario Institute of Technology — Canada

Engineering · Physical Sciences

4h-index97citations13works0.02yr avg
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Research Topics

Remote-Sensing Image Classification(6), Distributed and Parallel Computing Systems(6), Scientific Computing and Data Management(5), Seismic Imaging and Inversion Techniques(4), Cloud Computing and Resource Management(2)

Publications13 total

SpACNN-LDVAE: Spatial Attention Convolutional Latent Dirichlet Variational Autoencoder for Hyperspectral Pixel Unmixing
2024
The effects of spectral dimensionality reduction on hyperspectral pixel classification: A case study
PLoS ONE·2022· 28 citedOpen Access
A study on the effects of compression on hyperspectral image classification.
arXiv (Cornell University)·2021Open Access
Improving hyperspectral image segmentation by applying inverse noise weighting and outlier removal for optimal scale selection
ISPRS Journal of Photogrammetry and Remote Sensing·2020· 40 cited
An SLA-based Advisor for Placement of HPC Jobs on Hybrid Clouds
arXiv (Cornell University)·2015Open Access
A Feasibility Study of Using HPC Cloud Environment for Seismic Exploration
Proceedings·2015· 1 cited
Supporting the Scheduling over Local HPC and Cloud Platforms: An FWI Case Study
2015
An SLA-Based Advisor for Placement of HPC Jobs on Hybrid Clouds
Lecture notes in computer science·2015· 2 citedOpen Access
A Self-adaptive Auto-scaling Method for Scientific Applications on HPC Environments and Clouds
arXiv (Cornell University)·2014· 6 citedOpen Access
Challenges and Opportunities for HPC Cloud in Natural Resources
2014· 1 cited
Active learning classification and change detection on multispectral images
2014· 4 cited
Estimates of forest degradation: An algorithm based on active learning, maximum likelihood and PCA for change detection
2014· 2 cited
Enabling high-resolution forecasting of severe weather and flooding events in Rio de Janeiro
IBM Journal of Research and Development·2013· 13 cited

Frequent Co-authors

Alécio Pedro Delazari Binotto(6), Leonardo P. Tizzei(5), Marco A. S. Netto(5), Faisal Z. Qureshi(4), Phuong D. Dao(3), Yuhong He(3), José Alberto Quintanilha(2), Mariana Giannotti(2), Lloyd A. Treinish(1), A. P. Praino(1), James P. Cipriani(1), Ulisses T. Mello(1), Lucas C. Villa Real(1), P. A. Sesini(1), Vaibhav Saxena(1), Thomas George(1), Rajat Mittal(1), Alberto Costa Nogueira(1), Nicole Sultanum(1), L.T. Tizzei(1)