Arman Melkumyan
Orcid: 0000-0001-9211-4141
According to our database1,
Arman Melkumyan
authored at least 34 papers
between 2009 and 2023.
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Bibliography
2023
Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data.
CoRR, 2023
Automation and AI Technology in Surface Mining With a Brief Introduction to Open-Pit Operations in the Pilbara.
CoRR, 2023
2022
Bayesian Surface Warping Approach for Rectifying Geological Boundaries Using Displacement Likelihood and Evidence from Geochemical Assays.
ACM Trans. Spatial Algorithms Syst., 2022
Expert Syst. Appl., 2022
A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data.
CoRR, 2022
2019
Remote. Sens., 2019
A comparison of t-SNE, SOM and SPADE for identifying material type domains in geological data.
Comput. Geosci., 2019
2018
A Physics-Based Deep Learning Approach to Shadow Invariant Representations of Hyperspectral Images.
IEEE Trans. Image Process., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
A Probabilistic Framework for Fusing Classifications Derived From Multi-Temporal Hyperspectral Imagery.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
2017
Proceedings of the British Machine Vision Conference 2017, 2017
2016
Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates.
IEEE Trans. Image Process., 2016
A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes.
IEEE Trans. Geosci. Remote. Sens., 2016
A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes.
IEEE Trans. Geosci. Remote. Sens., 2016
A Dynamic Time Warping based covariance function for Gaussian Processes signature identification.
Comput. Geosci., 2016
Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
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., 2015
Automated recognition of stratigraphic marker shales from geophysical logs in iron ore deposits.
Comput. Geosci., 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2012
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2012
Proceedings of the IEEE International Conference on Robotics and Automation, 2012
2011
Classification of Hyperspectral Imagery Using GPs and the OAD Covariance Function with Automated Endmember Extraction.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
Proceedings of the 14th International Conference on Information Fusion, 2011
2010
Gaussian Processes with OAD Covariance Function for Hyperspectral Data Classification.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Spectral Domain Noise Suppression in Dual-Sensor Hyperspectral Imagery Using Gaussian Processes.
Proceedings of the Neural Information Processing. Models and Applications, 2010
2009
Proceedings of the IJCAI 2009, 2009
An Observation Angle Dependent Nonstationary Covariance Function for Gaussian Process Regression.
Proceedings of the Neural Information Processing, 16th International Conference, 2009