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Optimized Hyperspectral Band Selection Using Particle Swarm Optimization
TLDR
A particle swarm optimization (PSO)-based system is proposed to select bands and determine the optimal number of bands to be selected simultaneously, which is near-automatic with only a few data-independent parameters. Expand
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Multiple source data fusion via sparse representation for robust visual tracking
TLDR
We propose a data fusion approach via sparse representation with applications to robust visual tracking. Expand
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Scalable sentiment classification for Big Data analysis using Naïve Bayes Classifier
TLDR
A typical method to obtain valuable information is to extract the sentiment or opinion from a message. Expand
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Particle Swarm Optimization-Based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification
  • He Yang, Q. Du, G. Chen
  • Computer Science
  • IEEE Journal of Selected Topics in Applied Earth…
  • 1 March 2012
TLDR
A particle swarm optimization (PSO)-based dimensionality reduction approach is proposed to use a simple searching criterion function, called minimum estimated abundance covariance (MEAC), requiring class signatures only. Expand
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Cooperative space object tracking using space-based optical sensors via consensus-based filters
TLDR
Cooperative tracking plays a key role in space situation awareness for scenarios with a limited number of observations or poor performance of a single sensor or both. Expand
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A novel approach for spectral unmixing, classification, and concentration estimation of chemical and biological agents
TLDR
In this paper, spectral unmixing methods, which are extensively used in hyperspectral imaging, are proposed for classification and abundance fraction (concentration) estimation of chemical and biological agents that exist in the mixture form. Expand
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Image quality assessment for performance evaluation of image fusion
TLDR
We present a novel approach on objective non-reference image fusion performance assessment. Expand
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Multi-Pursuer Multi-Evader Pursuit-Evasion Games with Jamming Confrontation
TLDR
We proposed a real-time decentralized approach to multi-player Pursuer-Evader Games with multiple superior evaders and jamming confrontation. Expand
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BlendCAC: A BLockchain-Enabled Decentralized Capability-Based Access Control for IoTs
TLDR
The prevalence of Internet of Things (IoT) allows heterogeneous embedded smart devices to collaboratively provide smart services with or without human intervention. Expand
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Unsupervised Hyperspectral Band Selection Using Graphics Processing Units
  • He Yang, Q. Du, G. Chen
  • Computer Science
  • IEEE Journal of Selected Topics in Applied Earth…
  • 7 April 2011
TLDR
The high dimensionality of hyperspectral imagery challenges image processing and analysis. Expand
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