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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
Outline Outline
Problem definitionProblem Definition
Related work Related Work
Technical approachTechnical Approach
Extreme Learning Machine(ELM)
and Weighted ELM
Extreme Learning Machine (ELM)
and Weighted ELM
Performance evaluation metricsPerformance Evaluation Metrics
Experiments – ELM hyper parameter selection
Experiments – ELM Hyper Parameter Selection
Fractal dimension (FD) features
Fractal Dimension
FD Lacunarity
Fractal Dimension (FD) Features
Experiments - setupExperiments - Setup
Results & comparison with other segmentation approaches
Results & Comparison with Other
Segmentation Approaches
Conclusions and future workConclusions and Future Work