Mario Parente - RankMe

49 papers B 1C 13Journal 19Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing Martian Terrain Recognition With Deep Constrained Clustering. IEEE Trans. Geosci. Remote. Sens. Tejas Panambur, Mario Parente
2025	J	`jnl`	Enhancing Martian Terrain Recognition with Deep Constrained Clustering. CoRR Tejas Panambur, Mario Parente
2023	C	`conf`	Improved Self-Supervised Texture Recognition of Mastcam Images by Eliminating Mixed Terrain and Range Patches. IGARSS Tejas Panambur, Mario Parente
2022	—	`conf`	Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images. CVPR Workshops Tejas Panambur, Deep Chakraborty, Melissa Meyer, Ralph Milliken, Erik G. Learned-Miller, Mario Parente
2022	J	`jnl`	Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images. CoRR Tejas Panambur, Deep Chakraborty, Melissa Meyer, Ralph Milliken, Erik G. Learned-Miller, Mario Parente
2021	C	`conf`	Improved Deep Clustering of Mastcam Images Using Metric Learning. IGARSS Tejas Panambur, Mario Parente
2021	C	`conf`	Sparse Unmixing of Hyperspectral Data: The Legacy of SUnSAL. IGARSS Mario Parente, Marian-Daniel Iordache
2020	C	`conf`	Classification of Martian Terrains via Deep Clustering of Mastcam Images. IGARSS Mario Parente, Tejas Panambur
2020	C	`conf`	Implementing New Feature Extraction Techniques for Characterization of Complex Mineral Signatures of Salty Regions on Mars. IGARSS Janice L. Bishop, Mario Parente, Arun M. Saranathan, Yuki Itoh, Catherine M. Weitz, Jessica Flahaut, Christoph Gross, Jacob M. Danielsen, Gabriela S. Usabal, Jasper K. Miura
2019	J	`jnl`	Learning Radiative Transfer Models for Climate Change Applications in Imaging Spectroscopy. CoRR Shubhankar Deshpande, Brian D. Bue, David R. Thompson, Vijay Natraj, Mario Parente
2019	C	`conf`	New CRISM Data Products for Improved Characterization and Analysis of the Mars2020 Landing Site. IGARSS Mario Parente, Yuki Itoh, Arun M. Saranathan
2019	J	`jnl`	Nonlinear Hyperspectral Unmixing With Graphical Models. IEEE Trans. Geosci. Remote. Sens. Rob Heylen, Vera Andrejchenko, Zohreh Zahiri, Mario Parente, Paul Scheunders
2019	J	`jnl`	On Clustering and Embedding Mixture Manifolds Using a Low Rank Neighborhood Approach. IEEE Trans. Geosci. Remote. Sens. Arun M. Saranathan, Mario Parente
2017	—	`conf`	Estimation of the Intrinsic Dimensionality in Hyperspectral Imagery via the Hubness Phenomenon. LVA/ICA Rob Heylen, Mario Parente, Paul Scheunders
2017	J	`jnl`	Estimation of the Number of Endmembers in a Hyperspectral Image via the Hubness Phenomenon. IEEE Trans. Geosci. Remote. Sens. Rob Heylen, Mario Parente, Paul Scheunders
2017	J	`jnl`	Hyperspectral Band Selection From Statistical Wavelet Models. IEEE Trans. Geosci. Remote. Sens. Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
2017	J	`jnl`	Perfect Recovery Conditions for Non-negative Sparse Modeling. IEEE Trans. Signal Process. Yuki Itoh, Marco F. Duarte, Mario Parente
2017	C	`conf`	Pixel purity vertex component analysis. IGARSS Rob Heylen, Mario Parente, Paul Scheunders
2017	J	`jnl`	Semi-Supervised Endmember Identification In Nonlinear Spectral Mixtures Via Semantic Representation. CoRR Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
2017	J	`jnl`	Semisupervised Endmember Identification in Nonlinear Spectral Mixtures via Semantic Representation. IEEE Trans. Geosci. Remote. Sens. Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
2017	C	`conf`	Sparse unmixing with adaptive background. IGARSS Yuki Itoh, Mario Parente
2017	C	`conf`	Unmixing in the presence of nuisances with deep generative models. IGARSS Mario Parente, Ian Gemp, Ishan P. Durugkar
2016	—	`conf`	Band selection from statistical wavelet models. WHISPERS Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
2016	J	`jnl`	Deep Generative Models for Spectroscopic Analysis on Mars. CoRR Ian Gemp, Ishan P. Durugkar, Mario Parente, Melinda Darby Dyar, Sridhar Mahadevan
2016	—	`conf`	Estimation of the number of endmembers via the hubness phenomenon. WHISPERS Rob Heylen, Mario Parente, Paul Scheunders
2016	J	`jnl`	On Clustering and Embedding Manifolds using a Low Rank Neighborhood Approach. CoRR Arun M. Saranathan, Mario Parente
2016	C	`conf`	On the performance of sparse unmixing on non-linear mixtures. IGARSS Yuki Itoh, Mario Parente
2016	J	`jnl`	Uniformity-Based Superpixel Segmentation of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Arun M. Saranathan, Mario Parente
2016	—	`conf`	Unmixing multiple intimate mixtures via a locally low-rank representation. WHISPERS Arun M. Saranathan, Mario Parente
2016	J	`jnl`	Wavelet-Based Semantic Features for Hyperspectral Signature Discrimination. CoRR Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
2015	J	`jnl`	Perfect Recovery Conditions For Non-Negative Sparse Modeling. CoRR Yuki Itoh, Marco F. Duarte, Mario Parente
2015	—	`conf`	Performance guarantees for sparse regression-based unmixing. WHISPERS Yuki Itoh, Marco F. Duarte, Mario Parente
2015	C	`conf`	Simultaneous clustering and embedding for multiple intimate mixtures. IGARSS Arun M. Saranathan, Mario Parente
2015	—	`conf`	Universality of wavelet-based non-homogeneous hidden Markov chain model features for hyperspectral signatures. CVPR Workshops Siwei Feng, Marco F. Duarte, Mario Parente
2014	J	`jnl`	A Review of Nonlinear Hyperspectral Unmixing Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rob Heylen, Mario Parente, Paul D. Gader
2014	—	`conf`	Hyperspectral unmixing via semantic spectral representations. MWSCAS Yuki Itoh, Siwei Feng, Marco F. Duarte, Mario Parente
2014	B	`conf`	Tailoring non-homogeneous Markov chain wavelet models for hyperspectral signature classification. ICIP Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte
2014	—	`conf`	Unmixing multiple intimate mixtures using manifold clustering. WHISPERS Arun M. Saranathan, Mario Parente
2013	—	`conf`	A new semantic wavelet-based spectral representation. WHISPERS Mario Parente, Marco F. Duarte
2013	C	`conf`	Endmember detection using graph theory. IGARSS Neda Rohani, Mario Parente, Arun M. Saranathan
2013	—	`conf`	Graph-based identification of boundary points for unmixing and anomaly detection. WHISPERS Neda Rohani, Mario Parente
2013	—	`conf`	Non-homogeneous hidden Markov chain models for wavelet-based hyperspectral image processing. Allerton Marco F. Duarte, Mario Parente
2013	—	`conf`	Threshold based segmentation method for hyperspectral images. WHISPERS Arun M. Saranathan, Mario Parente
2012	J	`jnl`	Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot
2011	C	`conf`	Robust unmixing of hyperspectral images: Application to Mars. IGARSS Mario Parente, John F. Mustard, Scott L. Murchie, Frank P. Seelos
2010	J	`jnl`	End-to-End Simulation and Analytical Model of Remote-Sensing Systems: Application to CRISM. IEEE Trans. Geosci. Remote. Sens. Mario Parente, J. Trevor Clark, Adrian J. Brown, Janice L. Bishop
2010	—	`conf`	Survey of geometric and statistical unmixing algorithms for hyperspectral images. WHISPERS Mario Parente, Antonio J. Plaza
2009	—	`conf`	Deconvolution of VNIR spectra using modified Gaussian modeling (MGM) with automatic parameter initialization (API) applied to CRISM. WHISPERS Heather D. Makarewicz, Mario Parente, Janice L. Bishop
2009	—	`conf`	Simulation of the image generation process for CRISM spectrometer data. WHISPERS Mario Parente, J. Trevor Clark, Adrian J. Brown, Janice L. Bishop