Vijayakumar Bhagavatula

Professor – ECE Affiliated Faculty – DSSC
Department Electrical and Computer Engineering
Office B205 Hamerschlag Hall
Telephone (412)-268-3026
Fax (412)-268-6345
Email
Website http://www.ece.cmu.edu/~kumar/
Assistant Marilyn Patete

Research Interests

Pattern Recognition for Biomerics

One way of matching live biometric signatures (e.g., face images, iris images) with stored templates is to correlate the two. Professor Kumar and his students are developing several spatial frequency-domain methods to perform these correlations in the presence of significant appearance variability (e.g., due to illumination changes, expression differences, etc.) in the biometric signatures. These correlation filters have performed very well in the recent Face Recognition Grand Challenge (FRGC) and Iris Challenge Evaluation (ICE) conducted by US National Institute of Standards and Technology (NIST).

Coding & Signal Processing for Data Storage

As we attempt to increase the densities of data storage systems, bits and tracks come much closer, causing increased intersymbol interference and noise. Advanced coding and signal-processing methods are being developed to provide reliable (i.e., low bit error rate) detection of the digital data stored on various media. Professor Kumar's research considers timing recovery methods and the equalization and detection of data recorded on high-density magnetic tape recording systems, holographic data storage systems and optical storage systems. His group is also investigating the use of low density parity check (LDPC) codes for data storage systems.

In the News

  • Siena Earns Best Paper Honors
  • Fernandez Earns Best Paper Honors
  • Smereka Wins SMART Scholarship
  • Brigham's Paper Earns Best Innovative Topic Award
  • Kumar Named Associate Dean for Graduate and Faculty Affairs in CIT
  • Fernandez Earns NDSEG Fellowship
  • Rodriguez Wins Best Student Paper Award
  • Four ECE Faculty Win College Awards
  • Schlesinger and Bhagavatula Present Invited Talks at Optical Data Storage Meeting
  • Bhagavatula Elected Fellow of IAPR
  • "Correlation Pattern Recognition" Textbook Published
  • Two Best Student Paper Awards Presented to ECE Graduate Student
  • ECE Student Receives Best Student Paper at ISOM/ODS
  • Bhagavatula Named Acting Department Head of ECE
  • Bhagavatula Presents Dowd Seminar Dec. 10
  • All Eyes on Facial Recognition
  • International Disk Drive Equipment and Materials Assocation Awards
  • External Press

  • Dotting the eyes on terror
  • Correlation pattern recognition for biometrics
  • Airport security becomes high-tech
  •  Vijayakumar  Bhagavatula

    Carnegie Mellon, 1982

    Research Area

    Signals/Controls

    Keywords

    Coding and signal processing for data storage, biometrics, pattern recognition

    Education

    PhD, 1980
    Electrical Engineering
    Carnegie Mellon University

    MTech, 1977
    Electrical Engineering
    Indian Institute of Technology, Kanpur

    BTech, 1975
    Electrical Engineering
    Indian Institute of Technology, Kanpur