Concepedia

Trac D. Tran

TD

152

Publications

9.2K

Citations

44

H-Index

1997

Active since

Affiliations

Johns Hopkins University(Current)

DEVCOM Army Research Laboratory

Applied Research (United States)

Massachusetts Institute of Technology

Trac D. Tran is an author at Johns Hopkins University specializing in engineering, image analysis, and signal processing.

Top concepts

EngineeringImage AnalysisSignal ProcessingComputer VisionPattern RecognitionCompressive SensingMachine LearningData ScienceComputer ScienceMachine Vision

Publications per year

1997–2022

152

Publications

152

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

Sparsity adaptive matching pursuit algorithm for practical compressed sensing

T. Thong, Lu Gan, Nam H. Nguyen et al. · 2008 · 565 citations

Em Algorithm, Subspace Pursuit, Sparse Representation +11

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

Sparse Representation for Target Detection in Hyperspectral Imagery

Yi Chen, Nasser M. Nasrabadi, Trac D. Tran · IEEE Journal of Selected Topics in Signal Processing · 2011 · 429 citations

Engineering, Automatic Target Detection, Atomic Decomposition +16

Fast and Efficient Compressive Sensing Using Structurally Random Matrices

T. Thong, Lu Gan, Nam H. Nguyen et al. · IEEE Transactions on Signal Processing · 2011 · 391 citations · Full text

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