Summer School in Computer Vision at Ukrainian Catholic University (2017)

Alexander Shekhvtsov, Kostiantyn Antonuk

Statistical Decision Theory in Computer Vision, Structured Prediction and Learning

General Information

Program

Teaching Materials

Topic Lecture Practical
From Uncertainty and everything Bayesian to SVMs lectures_d1.pdf assignment.pdf excercises.pdf
Structured prediction - MRF, CRF, Energy minimization lectures_d2_1.pdf
Learning for structured prediction
CNN+CRF stereo lectures_d3_1a.pdf
Structured SVM, cutting plane, localization methods ssvm_cp.pdf ocr.pdf
Facial Landmarks ssvm_flandmark.pdf landmarks.pdf

Code and data for assignments

Will be also published on github

Logos

kulatelogo.jpg cmp80.jpg

 
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courses/ucuss17/start.txt · Last modified: 2017/07/13 10:18 by shekhole