| 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 | 219 | 2018 |
| 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 | 29 | 2018 |
| 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 | 29 | 2015 |
| 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 | 20 | 2016 |
| 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 | 17 | 2016 |
| Unsupervised feature-learning for hyperspectral data with autoencoders L Windrim, R Ramakrishnan, A Melkumyan, RJ Murphy, A Chlingaryan Remote Sensing 11 (7), 864, 2019 | 8 | 2019 |
| 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 | 8 | 2016 |
| 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 | 7 | 2014 |
| 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 | 6 | 2019 |
| 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 | 5 | 2014 |
| 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 | 4 | 2016 |
| Estimating Material Properties DK Robinson, A Melkumyan, A Chlingaryan US Patent App. 14/772,522, 2016 | 3 | 2016 |
| Hyperspectral imager method and apparatus RJ Murphy, A Melkumyan, A Chlingaryan, S Wishart, A Lowe, S Scheding US Patent App. 15/543,442, 2018 | 2 | 2018 |
| 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 | 2 | 2013 |
| 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 | 1 | 2015 |
| 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 |
Arman MelkumyanSenior Research Fellow and Orebody Knowledge Theme Leader, Rio Tinto Centre for MineVerified email at acfr.usyd.edu.au
