Machine Intelligence and Signal Processing

The 2014 Workshop on Machine Intelligence and Signal Processing was one of the few unique events that are focused on the convergence of the two fields. The book is comprised of chapters based on the top presentations at the workshop. This book has three chapters on various topics of biometrics – two...

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Bibliographic Details
Other Authors: Singh, Richa (Editor), Vatsa, Mayank (Editor), Majumdar, Angshul (Editor), Kumar, Ajay (Editor)
Format: eBook
Language:English
Published: New Delhi Springer India 2016, 2016
Edition:1st ed. 2016
Series:Advances in Intelligent Systems and Computing
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Chapter 1. Advancing Cross-spectral Iris Recognition Research using Bi-spectral Imaging
  • Chapter 2. Fast 3D Salient Region Detection in Medical Images using GPUs
  • Chapter 3. Recovering Partially Sampled EEG Signals using Learned Dictionaries
  • Chapter 4. Greedy Algorithms for Non-linear Sparse Recovery
  • Chapter 5. Improving Rating Predictions by Baseline Estimation and Single Pass Low-rank Approximation
  • Chapter 6. Reducing Inter-scanner Variability in Multi-site fMRI Activations using Correction Functions: A Preliminary Study
  • Chapter 7. Genetically Modified Logistic Regression with Radial Basis Function for Robust Software Effort Prediction
  • Chapter 8. Missing Data Interpolation using Compressive Sensing: An Application for Sales Data Gathering
  • Chapter 9. Retinal Vessel Classification based on Maximization of Squared-loss Mutual Information
  • Chapter 10. Retinal Blood Vessel Extraction and Optic Disc Removal using Curvelet Transform and Morphological Operation
  • Chapter 11. Adaptive Skin Color Model to Improve Video Face Detection
  • Chapter 12. Automated Spam Detection in Short Text Messages
  • Chapter 13. Domain Adaptation for Face Detection
  • Chapter 14. Comparative Study of Pre-processing and Classification Methods in Character Recognition of Natural Scene Images