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Richard J. Murphy
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2020 – today
- 2023
- [j11]Ana Andries
, Stephen Morse
Potential of Using Night-Time Light to Proxy Social Indicators for Sustainable Development. Remote. Sens. 15(5): 1209 (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)
2010 – 2019
- 2019
- [j10]Lloyd Windrim
Unsupervised Feature-Learning for Hyperspectral Data with Autoencoders. Remote. Sens. 11(7): 864 (2019) - 2018
- [j9]Lloyd Windrim
Pretraining for Hyperspectral Convolutional Neural Network Classification. IEEE Trans. Geosci. Remote. Sens. 56(5): 2798-2810 (2018) - [j8]Lloyd Windrim
A Physics-Based Deep Learning Approach to Shadow Invariant Representations of Hyperspectral Images. IEEE Trans. Image Process. 27(2): 665-677 (2018) - [c12]Sven Schneider, Richard J. Murphy, Arman Melkumyan:
A Probabilistic Framework for Fusing Classifications Derived From Multi-Temporal Hyperspectral Imagery. WHISPERS 2018: 1-5 - 2017
- [c11]Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy:
Hyperspectral CNN Classification with Limited Training Samples. BMVC 2017 - 2016
- [j7]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) - [j6]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) - [j5]Tatsumi Uezato
Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates. IEEE Trans. Image Process. 25(12): 5563-5575 (2016) - [c10]Lloyd Windrim
Unsupervised feature learning for illumination robustness. ICIP 2016: 4453-4457 - [i1]Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy:
Hyperspectral CNN Classification with Limited Training Samples. CoRR abs/1611.09007 (2016) - 2015
- [j4]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) - [c9]Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan:
Spectral curve-based endmember extraction method. WHISPERS 2015: 1-4 - 2014
- [j3]Richard J. Murphy, Sven Schneider, Sildomar T. Monteiro
Mapping Layers of Clay in a Vertical Geological Surface Using Hyperspectral Imagery: Variability in Parameters of SWIR Absorption Features under Different Conditions of Illumination. Remote. Sens. 6(9): 9104-9129 (2014) - [j2]Richard J. Murphy, Sven Schneider, Sildomar T. Monteiro
Consistency of Measurements of Wavelength Position From Hyperspectral Imagery: Use of the Ferric Iron Crystal Field Absorption at ~900 nm as an Indicator of Mineralogy. IEEE Trans. Geosci. Remote. Sens. 52(5): 2843-2857 (2014) - [c8]Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan, Sven Schneider:
Multiple endmember spectral unmixing within a multi-task framework. IGARSS 2014: 3454-3457 - 2013
- [c7]Sildomar T. Monteiro
Combining strong features for registration of hyperspectral and lidar data from field-based platforms. IGARSS 2013: 1210-1213 - 2012
- [j1]Richard J. Murphy, Sildomar T. Monteiro
Evaluating Classification Techniques for Mapping Vertical Geology Using Field-Based Hyperspectral Sensors. IEEE Trans. Geosci. Remote. Sens. 50(8): 3066-3080 (2012) - [c6]Sven Schneider, Arman Melkumyan, Richard J. Murphy, Eric Nettleton:
A geological perception system for autonomous mining. ICRA 2012: 2986-2991 - 2011
- [c5]Sven Schneider, Arman Melkumyan, Richard J. Murphy, Eric Nettleton:
Classification of Hyperspectral Imagery Using GPs and the OAD Covariance Function with Automated Endmember Extraction. ICTAI 2011: 579-584 - [c4]Sildomar T. Monteiro
Embedded feature selection of hyperspectral bands with boosted decision trees. IGARSS 2011: 2361-2364 - 2010
- [c3]Arman Melkumyan, Richard J. Murphy:
Spectral Domain Noise Suppression in Dual-Sensor Hyperspectral Imagery Using Gaussian Processes. ICONIP (2) 2010: 684-691 - [c2]Sven Schneider, Arman Melkumyan, Richard J. Murphy, Eric Nettleton:
Gaussian Processes with OAD Covariance Function for Hyperspectral Data Classification. ICTAI (1) 2010: 393-400 - [c1]Sildomar T. Monteiro
Calibrating probabilities for hyperspectral classification of rock types. IGARSS 2010: 2800-2803
Coauthor Index
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