Anna Chlingaryan
Title
Cited by
Cited by
Year
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
2192018
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
292018
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
292015
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
202016
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
172016
Unsupervised feature-learning for hyperspectral data with autoencoders
L Windrim, R Ramakrishnan, A Melkumyan, RJ Murphy, A Chlingaryan
Remote Sensing 11 (7), 864, 2019
82019
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
82016
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
72014
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 (4), 767-787, 2019
62019
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
52014
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 (5), 537-558, 2016
42016
Estimating Material Properties
DK Robinson, A Melkumyan, A Chlingaryan
US Patent App. 14/772,522, 2016
32016
Hyperspectral imager method and apparatus
RJ Murphy, A Melkumyan, A Chlingaryan, S Wishart, A Lowe, S Scheding
US Patent App. 15/543,442, 2018
22018
Automated mutli-class 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
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
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
arXiv preprint arXiv:2005.14427, 2020
2020
Gaussian Processes Modelling of the Water Absorption Feature at ~970nm for Targeted Lettuce Irrigation using Hyperspectral Imagery
A Chlingaryan, RJ Murphy, S Sukkarieh
Australasian Conference on Robotics and Automation 2018, 2018
2018
Spectral curve-based endmember extraction method
A Chlingaryan, A Melkumyan, R Murphy, T Uezato
Institute of Electrical and Electronics Engineers (IEEE), 2017
2017
Hyperspectral imager method and apparatus
RJ Murphy, A Melkumyan, A CHLINGARYAN, S WISHART, L Alex, ...
2016
Hyperspectral imager method and apparatus
SS Richard J. Murphy, Arman Melkumyan, Anna CHLINGARYAN, Dai Bang NGUYEN ...
CA Patent CA2973772 A1, 2016
2016
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