Latent Semantic Indexing (mapping onto a smaller space of latent concepts)
Latent Fingerprint Image Segmentation using...
Transcript of Latent Fingerprint Image Segmentation using...
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Latent Fingerprint Image Segmentation using
Fractal Dimension Features and
Weighted Extreme Learning Machine Ensemble
Jude Ezeobiejesi and Bir Bhanu
Center for Research in Intelligent Systems
University of California, Riverside, CA 92521, USA
e-mail: [email protected], [email protected]
June 26,2016
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Outline Outline
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Problem definitionProblem Definition
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Related work Related Work
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Technical approachTechnical Approach
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Extreme Learning Machine(ELM)
and Weighted ELM
Extreme Learning Machine (ELM)
and Weighted ELM
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Performance evaluation metricsPerformance Evaluation Metrics
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Experiments – ELM hyper parameter selection
Experiments – ELM Hyper Parameter Selection
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Fractal dimension (FD) features
Fractal Dimension
FD Lacunarity
Fractal Dimension (FD) Features
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Experiments - setupExperiments - Setup
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Results & comparison with other segmentation approaches
Results & Comparison with Other
Segmentation Approaches
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Conclusions and future workConclusions and Future Work