Concepedia

Nasser M. Nasrabadi

NM

Statistics

Publications

170

Citations

11.9K

H-Index

47

Active since

1983

Affiliations

DEVCOM Army Research Laboratory(Current)

West Virginia University

University at Buffalo, State University of New York

Johns Hopkins University

Worcester Polytechnic Institute

Nasser M. Nasrabadi is an author at DEVCOM Army Research Laboratory specializing in engineering, image analysis, and pattern recognition.

Top concepts

EngineeringPattern RecognitionImage AnalysisComputer VisionMachine VisionMachine LearningComputer ScienceData ScienceDeep LearningSignal Processing

Publications per year

1983–2024

170

Publications

170

Hyperspectral Remote Sensing Data Analysis and Future Challenges

José M. Bioucas‐Dias, Antonio Plaza, Gustau Camps‐Valls et al. · IEEE Geoscience and Remote Sensing Magazine · 2013 · 2K citations

Environmental Monitoring, Future Challenges, Engineering +16

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

Yi Chen, Nasser M. Nasrabadi, Trac D. Tran · IEEE Transactions on Geoscience and Remote Sensing · 2011 · 1.2K citations

New Sparsity-based Algorithm, Image Analysis, Computer Vision +12

Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery

Heesung Kwon, Nasser M. Nasrabadi · IEEE Transactions on Geoscience and Remote Sensing · 2005 · 770 citations

Anomaly Detection, Machine Learning, Feature Detection +20

Hyperspectral Target Detection : An Overview of Current and Future Challenges

Nasser M. Nasrabadi · IEEE Signal Processing Magazine · 2013 · 554 citations

Hyperspectral Imaging, Hyperspectral Scene, Image Analysis +14

Hyperspectral Image Classification via Kernel Sparse Representation

Yi Chen, Nasser M. Nasrabadi, Trac D. Tran · IEEE Transactions on Geoscience and Remote Sensing · 2012 · 509 citations

Sparse Representation, Image Analysis, Machine Learning +13

1–5 of 170