Anna Chlingaryan

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 14

Top Topics

Gaussian Process

Spatial Resolution

Dempster Shafer

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Comput. Electron. Agric.

Publications

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 (2023)
Nicolas H. 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 (2023)
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) (2022)
Adrian Ball, Katherine L. Silversides, Anna Chlingaryan, Arman Melkumyan
Creating large scale probabilistic boundaries using Gaussian Processes. Expert Syst. Appl. 199 (2022)
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 (2020)
Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan
Unsupervised Feature-Learning for Hyperspectral Data with Autoencoders. Remote. Sens. 11 (7) (2019)
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 (2018)
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) (2018)
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) (2016)
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) (2016)
Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Juan I. Nieto
Unsupervised feature learning for illumination robustness. ICIP (2016)
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) (2016)
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) (2015)
Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
Spectral curve-based endmember extraction method. WHISPERS (2015)
Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan, Sven Schneider
Multiple endmember spectral unmixing within a multi-task framework. IGARSS (2014)