Utsav B. Gewali

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 12

Top Topics

Remote Sensing Imagery

Markov Random Field

Gaussian Process

Top Venues

Publications

Utsav B. Gewali, Sildomar T. Monteiro, Eli Saber
Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth. Remote. Sens. 11 (13) (2019)
Utsav B. Gewali, Sildomar T. Monteiro, Eli Saber
Spectral Super-Resolution with Optimized Bands. Remote. Sens. 11 (14) (2019)
Gefei Yang, Utsav B. Gewali, Emmett J. Ientilucci, Michael G. Gartley, Sildomar T. Monteiro
Dual-Channel Densenet for Hyperspectral Image Classification. IGARSS (2018)
Utsav B. Gewali, Sildomar T. Monteiro, Eli Saber
Machine learning based hyperspectral image analysis: A survey. CoRR (2018)
Utsav B. Gewali, Sildomar T. Monteiro
A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis. CoRR (2018)
Ronald Kemker, Utsav B. Gewali, Christopher Kanan
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery. CoRR (2018)
Utsav B. Gewali, Sildomar T. Monteiro
Using Bayesian optimization to jointly tune the classifier and the random field for spatial-spectral hyperspectral classification. IGARSS (2017)
Utsav B. Gewali, Sildomar T. Monteiro
Multitask Learning of Vegetation Biochemistry from Hyperspectral Data. CoRR (2016)
Utsav B. Gewali, Sildomar T. Monteiro
A novel covariance function for predicting vegetation biochemistry from hyperspectral imagery with Gaussian processes. ICIP (2016)
Utsav B. Gewali, Sildomar T. Monteiro
Spectral Angle Based Unary Energy Functions for Spatial-Spectral Hyperspectral Classification using Markov Random Fields. CoRR (2016)
Utsav B. Gewali, Sildomar T. Monteiro
Multitask learning of vegetation biochemistry from hyperspectral data. WHISPERS (2016)
Utsav B. Gewali, Sildomar T. Monteiro
Spectral angle based unary energy functions for spatial-spectral hyperspectral classification using Markov random fields. WHISPERS (2016)