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ECSE 626 Statistical Computer Vision (4 unit茅s)

Offered by: G茅nie 茅lectr. et informatique (G茅nie et l'architecture)

Administered by: 脡tudes sup茅rieures et recherch

Vue d'ensemble

G茅nie 茅lectrique : An overview of statistical techniques as applied to computer vision and image processing. Topics include regularization, Kalman filtering, Markov-Chain Monte Carlo methods, importance sampling and particle filtering, Markov Random fields, parameter estimation, mean-field techniques, stochastic and deterministic annealing, principal and independent components analysis.

Terms: Hiver 2023

Instructors: Arbel, Tal (Winter)

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