Richard J. Murphy

25 papers A* 1A 1B 2C 4Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Potential of Using Night-Time Light to Proxy Social Indicators for Sustainable Development. Remote. Sens. Ana Andries, Stephen Morse, Richard J. Murphy, Jhuma Sadhukhan, Elias Martinez-Hernandez, Myriam A. Amezcua-Allieri, Jorge Aburto
2023	J	`jnl`	Unsupervised ore/waste classification on open-cut mine faces using close-range hyperspectral data. CoRR Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Raymond Leung
2019	J	`jnl`	Unsupervised Feature-Learning for Hyperspectral Data with Autoencoders. Remote. Sens. Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan
2018	J	`jnl`	A Physics-Based Deep Learning Approach to Shadow Invariant Representations of Hyperspectral Images. IEEE Trans. Image Process. Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy
2018	—	`conf`	A Probabilistic Framework for Fusing Classifications Derived From Multi-Temporal Hyperspectral Imagery. WHISPERS Sven Schneider, Richard J. Murphy, Arman Melkumyan
2018	J	`jnl`	Pretraining for Hyperspectral Convolutional Neural Network Classification. IEEE Trans. Geosci. Remote. Sens. Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Rishi Ramakrishnan
2017	A	`conf`	Hyperspectral CNN Classification with Limited Training Samples. BMVC Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy
2016	J	`jnl`	A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes. IEEE Trans. Geosci. Remote. Sens. Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
2016	J	`jnl`	A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes. IEEE Trans. Geosci. Remote. Sens. Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
2016	J	`jnl`	Hyperspectral CNN Classification with Limited Training Samples. CoRR Lloyd Windrim, Rishi Ramakrishnan, Arman Melkumyan, Richard J. Murphy
2016	J	`jnl`	Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates. IEEE Trans. Image Process. Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
2016	B	`conf`	Unsupervised feature learning for illumination robustness. ICIP Lloyd Windrim, Arman Melkumyan, Richard J. Murphy, Anna Chlingaryan, Juan I. Nieto
2015	J	`jnl`	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. Richard J. Murphy, Anna Chlingaryan, Arman Melkumyan
2015	—	`conf`	Spectral curve-based endmember extraction method. WHISPERS Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan
2014	J	`jnl`	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. Richard J. Murphy, Sven Schneider, Sildomar T. Monteiro
2014	J	`jnl`	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. Richard J. Murphy, Sven Schneider, Sildomar T. Monteiro
2014	C	`conf`	Multiple endmember spectral unmixing within a multi-task framework. IGARSS Tatsumi Uezato, Richard J. Murphy, Arman Melkumyan, Anna Chlingaryan, Sven Schneider
2013	C	`conf`	Combining strong features for registration of hyperspectral and lidar data from field-based platforms. IGARSS Sildomar T. Monteiro, Juan I. Nieto, Richard J. Murphy, Rishi Ramakrishnan, Zachary Taylor
2012	A*	`conf`	A geological perception system for autonomous mining. ICRA Sven Schneider, Arman Melkumyan, Richard J. Murphy, Eric Nettleton
2012	J	`jnl`	Evaluating Classification Techniques for Mapping Vertical Geology Using Field-Based Hyperspectral Sensors. IEEE Trans. Geosci. Remote. Sens. Richard J. Murphy, Sildomar T. Monteiro, Sven Schneider
2011	B	`conf`	Classification of Hyperspectral Imagery Using GPs and the OAD Covariance Function with Automated Endmember Extraction. ICTAI Sven Schneider, Arman Melkumyan, Richard J. Murphy, Eric Nettleton
2011	C	`conf`	Embedded feature selection of hyperspectral bands with boosted decision trees. IGARSS Sildomar T. Monteiro, Richard J. Murphy
2010	C	`conf`	Calibrating probabilities for hyperspectral classification of rock types. IGARSS Sildomar T. Monteiro, Richard J. Murphy
2010	—	`conf`	Gaussian Processes with OAD Covariance Function for Hyperspectral Data Classification. ICTAI (1) Sven Schneider, Arman Melkumyan, Richard J. Murphy, Eric Nettleton
2010	—	`conf`	Spectral Domain Noise Suppression in Dual-Sensor Hyperspectral Imagery Using Gaussian Processes. ICONIP (2) Arman Melkumyan, Richard J. Murphy