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2020 – today
- 2023
[j10]Nicolas Harvey Chapman
, Anna Chlingaryan, Peter C. Thomson, Sabrina Lomax, Md. Ashraful Islam, Amanda K. Doughty, Cameron E. F. Clark:
A deep learning model to forecast cattle heat stress. Comput. Electron. Agric. 211: 107932 (2023)- [i2]Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Raymond Leung:
Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data. CoRR abs/2302.04936 (2023) - 2022
- [j9]Adrian Ball, Katherine L. Silversides, Anna Chlingaryan, Arman Melkumyan:
Creating large scale probabilistic boundaries using Gaussian Processes. Expert Syst. Appl. 199: 116959 (2022) - [j8]Raymond Leung, Alexander Lowe, Anna Chlingaryan, Arman Melkumyan, John N. Zigman:
Bayesian Surface Warping Approach for Rectifying Geological Boundaries Using Displacement Likelihood and Evidence from Geochemical Assays. ACM Trans. Spatial Algorithms Syst. 8(1): 1-23 (2022) - 2020
- [i1]Raymond Leung, Alexander Lowe, Anna Chlingaryan, Arman Melkumyan, John N. Zigman:
Bayesian Surface Warping Approach For Rectifying Geological Boundaries Using Displacement Likelihood And Evidence From Geochemical Assays. CoRR abs/2005.14427 (2020)
2010 – 2019
- 2019
- [j7]Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan:
Unsupervised Feature-Learning for Hyperspectral Data with Autoencoders. Remote. Sens. 11(7): 864 (2019) - 2018
- [j6]Anna Chlingaryan, Salah Sukkarieh, Brett Whelan:
Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review. Comput. Electron. Agric. 151: 61-69 (2018) - [j5]Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Rishi Ramakrishnan:
Pretraining for Hyperspectral Convolutional Neural Network Classification. IEEE Trans. Geosci. Remote. Sens. 56(5): 2798-2810 (2018) - 2016
- [j4]Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan:
A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes. IEEE Trans. Geosci. Remote. Sens. 54(5): 2812-2831 (2016) - [j3]Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan:
A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes. IEEE Trans. Geosci. Remote. Sens. 54(11): 6712-6731 (2016) - [j2]Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan:
Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates. IEEE Trans. Image Process. 25(12): 5563-5575 (2016) - [c3]Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Juan I. Nieto:
Unsupervised feature learning for illumination robustness. ICIP 2016: 4453-4457 - 2015
- [j1]Richard J. Murphy, Anna Chlingaryan, Arman Melkumyan:
Gaussian Processes for Estimating Wavelength Position of the Ferric Iron Crystal Field Feature at $\sim$ 900 nm From Hyperspectral Imagery Acquired in the Short-Wave Infrared (1002-1355 nm). IEEE Trans. Geosci. Remote. Sens. 53(4): 1907-1920 (2015) - [c2]Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan:
Spectral curve-based endmember extraction method. WHISPERS 2015: 1-4 - 2014
- [c1]Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan, Sven Schneider:
Multiple endmember spectral unmixing within a multi-task framework. IGARSS 2014: 3454-3457
Coauthor Index
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