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 R E S E A R C H     I N T E R E S T S

IMAGE PROCESSING
COMPUTER VISION
SPEECH RECOGNITION
Applied PROBABILITY and STATISTICS




PROJECTS


Markov Random Field-based Renormalization Group Approach to Image Processing Problems

Mathematical Properties of the Annealing and Other Stochastic Optimization Algorithms, as well as of Metropolis-type Monte Carlo Simulation Algorithms

Shape from Shading via MRF-type Regularization Techniques

Multi-grid Procedures for Single Photon Emission Tomography

Two-stage Variation of the EM Algorithm

Efficient Methods for the Statistical Estimation of the Parameters of MRF's from Complete or Incomplete Data

Consistency of Maximum-Likelihood and Other Estimators of Gibbs Distributions

Speech Research



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