Seuraa
Anna Chlingaryan
Anna Chlingaryan
Research Fellow, the University of Sydney
Vahvistettu sähköpostiosoite verkkotunnuksessa acfr.usyd.edu.au
Nimike
Viittaukset
Viittaukset
Vuosi
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
11312018
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
652018
Unsupervised feature-learning for hyperspectral data with autoencoders
L Windrim, R Ramakrishnan, A Melkumyan, RJ Murphy, A Chlingaryan
Remote Sensing 11 (7), 864, 2019
462019
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
432016
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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Artikkelit 1–20