Former PhD Students:
Dissertation: A Framework for Combining Ancillary Information with Primary Biometric Traits
Dissertation: Convolutional Neural Networks for Automated Cell Detection in Magnetic Resonance Imaging Data
Currently with 3M Corporate Research Laboratory, USA.
Dissertation: Patch-based Ensemble Learning Scheme for Heterogeneous Face Recognition
Currently with MSU.
Dissertation: Modeling Errors in Biometric Surveillance and De-duplication Systems
Currently with Systems & Technology Research.
Dissertation: Mixing Biometric Data For Generating Joint Identities and Preserving Privacy
Currently with Veridium.
Dissertation: Techniques for Ocular Biometric Recognition Under Non-ideal Conditions
Currently with Quanergy.
Dissertation: Multispectral Scleral Patterns for Ocular Biometric Recognition.
Currently with Booz Allen Hamilton.
Some Former Post-docs:
Some Former Visitors:
Former Masters Thesis Students:
Thesis: Analysis and Application of Automated Methods for Detecting Pulsars in the Green Bank Telescope 350MHz Drift-Scan Survey.
Thesis: Contact Lenses in Iris Recognition.
Thesis: Analysis and Detection of Fingerprint Creases.
Thesis: Iris Indexing and Ear Classification.
Iris ID Systems Inc.
Thesis: Gender Classification from Facial Images.
Thesis: Iris Recognition in Multiple Spectral Bands: From Visible to Short Wave Infrared.
MS student at Michigan State University.
Thesis: Imputation Methods for Dealing with Missing Scores in Biometric Fusion.
PhD student at Michigan State University.
Thesis: Methods for Iris Classification and Macro Feature Detection.
HCL Infosystems, Ltd.
Thesis: Image Analysis of Circulating Fluidized Bed Hydrodynamics.
Thesis: Adaptive Frame Selection for Enhanced Face Recognition in Low-Resolution Videos.
Thesis: Predicting Initial Fixations of the Eye: Investigating Contrast-Based Image Features.
Thesis: Exploring the Use of Human Metrology for Biometric Recognition.
Thesis: Color Space Analysis for Iris Recognition.
Thesis: Analysis of Pigmentation and Wavefront Coding Acquisition in Iris Recognition.
United States Government.
Thesis: Indexing Techniques for Fingerprint and Iris Databases.
Southern Methodist University.
Thesis: Multispectral Iris Recognition Analysis: Techniques and Evaluation.
Thesis: Enhanced Iris Recognition: Algorithms for Segmentation, Matching and Fusion.
HCL Infosystems Ltd.
Thesis: Facilitating Sensor Interoperability and Incorporating Quality in Fingerprint Matching Systems.
Thesis: Evaluation and Performance Prediction of Multimodal Biometric Systems.
Thesis: Long-Term Bandwidth Estimation.
Thesis: Reconstructing Fingerprints From Minutiae Templates.
Samsung R&D Insitute India, Bangalore (SRI-B).
Thesis: A Study on The Role of Visual Stimulus on Initial Saccades.
Stoffa Solutions, India.
Thesis: Analysis and Synthesis of Iris Images.
Thesis: Feature Level Fusion in Multimodal Biometrics.