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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

computer-vision-summer-workshop-2017

Program

Computer-Vision-Machine-Learning-workshop-UCU-July-3-7-2017.pdf

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

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