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Anna Chlingaryan
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Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
A Chlingaryan, S Sukkarieh, B Whelan
Computers and Electronics in Agriculture 151, 61-69, 2018
11232018
Pretraining for hyperspectral convolutional neural network classification
L Windrim, A Melkumyan, RJ Murphy, A Chlingaryan, R Ramakrishnan
IEEE Transactions on Geoscience and Remote Sensing 56 (5), 2798-2810, 2018
642018
Unsupervised feature-learning for hyperspectral data with autoencoders
L Windrim, R Ramakrishnan, A Melkumyan, RJ Murphy, A Chlingaryan
Remote Sensing 11 (7), 864, 2019
452019
A novel endmember bundle extraction and clustering approach for capturing spectral variability within endmember classes
T Uezato, RJ Murphy, A Melkumyan, A Chlingaryan
IEEE Transactions on Geoscience and Remote Sensing 54 (11), 6712-6731, 2016
422016
A novel spectral unmixing method incorporating spectral variability within endmember classes
T Uezato, RJ Murphy, A Melkumyan, A Chlingaryan
IEEE Transactions on Geoscience and Remote Sensing 54 (5), 2812-2831, 2015
372015
Quantifying leaf-scale variations in water absorption in lettuce from hyperspectral imagery: a laboratory study with implications for measuring leaf water content in the …
RJ Murphy, B Whelan, A Chlingaryan, S Sukkarieh
Precision agriculture 20, 767-787, 2019
292019
Incorporating spatial information and endmember variability into unmixing analyses to improve abundance estimates
T Uezato, RJ Murphy, A Melkumyan, A Chlingaryan
IEEE Transactions on Image Processing 25 (12), 5563-5575, 2016
242016
Unsupervised feature learning for illumination robustness
L Windrim, A Melkumyan, R Murphy, A Chlingaryan, J Nieto
2016 IEEE International Conference on Image Processing (ICIP), 4453-4457, 2016
162016
Gaussian Processes for Estimating Wavelength Position of the Ferric Iron Crystal Field Feature at900 nm From Hyperspectral Imagery Acquired in the Short-Wave …
RJ Murphy, A Chlingaryan, A Melkumyan
IEEE Transactions on Geoscience and Remote Sensing 53 (4), 1907-1920, 2014
142014
Automated multi-class classification of remotely sensed hyperspectral imagery via Gaussian processes with a non-stationary covariance function
A Chlingaryan, A Melkumyan, RJ Murphy, S Schneider
Mathematical Geosciences 48, 537-558, 2016
82016
Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data
L Windrim, A Melkumyan, RJ Murphy, A Chlingaryan, R Leung
Geoscience Frontiers 14 (4), 101562, 2023
72023
Bayesian surface warping approach for rectifying geological boundaries using displacement likelihood and evidence from geochemical assays
R Leung, A Lowe, A Chlingaryan, A Melkumyan, J Zigman
ACM Transactions on Spatial Algorithms and Systems (TSAS) 8 (1), 1-23, 2021
72021
Multiple endmember spectral unmixing within a multi-task framework
T Uezato, RJ Murphy, A Melkumyan, A Chlingaryan, S Schneider
2014 IEEE Geoscience and Remote Sensing Symposium, 3454-3457, 2014
62014
Creating large scale probabilistic boundaries using Gaussian Processes
A Ball, KL Silversides, A Chlingaryan, A Melkumyan
Expert Systems with Applications 199, 116959, 2022
42022
Hyperspectral imager method and apparatus
RJ Murphy, A Melkumyan, A Chlingaryan, S Wishart, A Lowe, S Scheding
US Patent 11,125,619, 2021
32021
Estimating Material Properties
DK Robinson, A Melkumyan, A Chlingaryan
US Patent App. 14/772,522, 2016
32016
Automated multiclass classification of hyperspectral data using Gaussian Processes
A Chlingaryan, A Melkumyan, RJ Murphy, S Schneider
Application of Computers and Operations Research in the Mineral Industry …, 2013
22013
A deep learning model to forecast cattle heat stress
NH Chapman, A Chlingaryan, PC Thomson, S Lomax, MA Islam, ...
Computers and Electronics in Agriculture 211, 107932, 2023
12023
Hyperspectral imager method and apparatus
RJ Murphy, A Melkumyan, A CHLINGARYAN, S WISHART, L Alex, ...
12016
Spectral curve-based endmember extraction method
T Uezato, RJ Murphy, A Melkumyan, Arman, Chlingaryan
7th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2015
12015
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