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Dr Uttam Kumar

vidwan id: 155014
Male

Assistant Professor, Information Technology
International Institute of Information Technology, Bangalore

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 82
Books 0
Proceedings 0

Publications

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Scopus

Citations 444
h-index 11

CrossRef

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Citations 211
h-index 9
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Professional Recognition

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Community & Membership

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Bio

Data mining / Data science, Applied machine learning, Remote sensing, Digital image processing, Management Information System (MIS), large scale geospatial data analysis and free and open source software

Personal Details

  • Male
  • Assistant Professor , International Institute of Information Technology, Bangalore
  • International Institute of Information Technology Bangalore, Electronics City Phase1
Ph.D
Other Institute 2012
Assistant Professor Sep 2017 – Present
International Institute of Information Technology, Bangalore | Information Technology

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Scholarly Work

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Scholarly Publications

Unconstrained Linear Spectral Mixture Models for Spatial Information Extraction: A Comparative Study

Open Access
Conference Paper
Authors: Kumar U.;Milesi C.;Raja S.K.;Ganguly S.;Nemani R.R.

A Semiautomated Probabilistic Framework for Tree-Cover Delineation From 1-m NAIP Imagery Using a High-Performance Computing Architecture

Open Access
Article
Authors: Basu S.;Ganguly S.;Nemani R.R.;Mukhopadhyay S.;Zhang G.;Milesi C.;Michaelis A.;Votava P.;Dubayah R.;Duncanson L.;Cook B.;Yu Y.;Saatchi S.;DiBiano R.;Karki M.;Boyda E.;Kumar U.;Li S.

Fully constrained linear subpixel classification algorithms: A comparative analysis based on heuristic

Open Access
Conference Paper
Authors: Kumar U.;Ganguly S.;Milesi C.;Nemani R.
1

Multi-sensor multi-resolution image fusion for improved vegetation and urban area classification

Open Access
Conference Paper

Sparse unmixing via variable splitting and augmented lagrangian for vegetation and urban area classification using0020Landsat data

Open Access
Conference Paper
Authors: Kumar U.;Milesi C.;Nemani R.R.;Raja S.K.;Ganguly S.;Wang E.

Land cover fraction estimation with global endmembers using collaborative SUnSAL

Open Access
Conference Paper
Authors: Kumar U.;Milesi C.;Raja S.K.;Nemani R.R.;Ganguly S.;Wang W.

Cellular automata calibration model to capture Urban growth

Open Access
Article
Authors: Kumar U.;Mukhopadhyay C.;Ramachandra T.V.
6

Mega-Regional Development and Environmental Change in China and India

Open Access
article
Authors: Sellers, J. M., Aithal, B., Jingnan, H., Uttam Kumar, Peng, M., Ramachandra T. V. and Yong, L