Spectral Domain Noise Suppression in Dual-Sensor Hyperspectral Imagery Using Gaussian Processes. - Arman Melkumyan; Richard J. Murphy (ICONIP (2), 2010)

Gaussian Processes with OAD Covariance Function for Hyperspectral Data Classification. - Sven Schneider 003; Arman Melkumyan; Richard J. Murphy; Eric Nettleton (ICTAI (1), 2010)

Calibrating probabilities for hyperspectral classification of rock types. - Sildomar T. Monteiro; Richard J. Murphy (IGARSS, 2010)

Classification of Hyperspectral Imagery Using GPs and the OAD Covariance Function with Automated Endmember Extraction. - Sven Schneider 003; Arman Melkumyan; Richard J. Murphy; Eric Nettleton (ICTAI, 2011)

Embedded feature selection of hyperspectral bands with boosted decision trees. - Sildomar T. Monteiro; Richard J. Murphy (IGARSS, 2011)

A geological perception system for autonomous mining. - Sven Schneider 003; Arman Melkumyan; Richard J. Murphy; Eric Nettleton (ICRA, 2012)

Evaluating Classification Techniques for Mapping Vertical Geology Using Field-Based Hyperspectral Sensors. - Richard J. Murphy; Sildomar T. Monteiro; Sven Schneider 003 (IEEE Trans. Geosci. Remote. Sens., 2012)

Combining strong features for registration of hyperspectral and lidar data from field-based platforms. - Sildomar T. Monteiro; Juan I. Nieto 001; Richard J. Murphy; Rishi Ramakrishnan; Zachary Taylor (IGARSS, 2013)

Multiple endmember spectral unmixing within a multi-task framework. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan; Sven Schneider 003 (IGARSS, 2014)

Mapping Layers of Clay in a Vertical Geological Surface Using Hyperspectral Imagery: Variability in Parameters of SWIR Absorption Features under Different Conditions of Illumination. - Richard J. Murphy; Sven Schneider 003; Sildomar T. Monteiro (Remote. Sens., 2014)

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. - Richard J. Murphy; Sven Schneider 003; Sildomar T. Monteiro (IEEE Trans. Geosci. Remote. Sens., 2014)

Spectral curve-based endmember extraction method. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan (WHISPERS, 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). - Richard J. Murphy; Anna Chlingaryan; Arman Melkumyan (IEEE Trans. Geosci. Remote. Sens., 2015)

Unsupervised feature learning for illumination robustness. - Lloyd Windrim; Arman Melkumyan; Richard J. Murphy; Anna Chlingaryan; Juan I. Nieto 001 (ICIP, 2016)

A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan (IEEE Trans. Geosci. Remote. Sens., 2016)

A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan (IEEE Trans. Geosci. Remote. Sens., 2016)

Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates. - Tatsumi Uezato; Richard J. Murphy; Arman Melkumyan; Anna Chlingaryan (IEEE Trans. Image Process., 2016)

Hyperspectral CNN Classification with Limited Training Samples. - Lloyd Windrim; Rishi Ramakrishnan; Arman Melkumyan; Richard J. Murphy (BMVC, 2017)

A Probabilistic Framework for Fusing Classifications Derived From Multi-Temporal Hyperspectral Imagery. - Sven Schneider 003; Richard J. Murphy; Arman Melkumyan (WHISPERS, 2018)

Pretraining for Hyperspectral Convolutional Neural Network Classification. - Lloyd Windrim; Arman Melkumyan; Richard J. Murphy; Anna Chlingaryan; Rishi Ramakrishnan (IEEE Trans. Geosci. Remote. Sens., 2018)

A Physics-Based Deep Learning Approach to Shadow Invariant Representations of Hyperspectral Images. - Lloyd Windrim; Rishi Ramakrishnan; Arman Melkumyan; Richard J. Murphy (IEEE Trans. Image Process., 2018)

Unsupervised Feature-Learning for Hyperspectral Data with Autoencoders. - Lloyd Windrim; Rishi Ramakrishnan; Arman Melkumyan; Richard J. Murphy; Anna Chlingaryan (Remote. Sens., 2019)

Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data. - Lloyd Windrim; Arman Melkumyan; Richard J. Murphy; Anna Chlingaryan; Raymond Leung (CoRR, 2023)

Potential of Using Night-Time Light to Proxy Social Indicators for Sustainable Development. - Ana Andries; Stephen Morse; Richard J. Murphy; Jhuma Sadhukhan; Elias Martinez-Hernandez; Myriam A. Amezcua-Allieri; Jorge Aburto (Remote. Sens., 2023)