INF5300 - Vår 2014

Undervisningsplan

Dato	Undervises av	Sted	Tema	Kommentarer / ressurser
15.01.2014	Anne Solberg		Introduction and a taste of the course	Lecture foils
22.01.2014	Anne Solberg		Introduction to regularization	Lecture foils (updated)
29.01.2014	Anne Solberg		Snakes - active contour models	Lecture foils
05.02.2014	Anne Solberg		Markov random fields and contextual models	Lecture foils
12.02.2014	Anne Solberg	Modula 2443	Lab on active contours/Markov models	Matlab exercises on segmentation You will need the following files. defcont.zip getmatind.m GVF.m Other supplementary files are found in the folder "undervisningsmateriale"
19.02.2014	Anne Solberg		No lecture
26.02.2014	Anne Solberg	Perl	Extracting good features for matching/tracking	Lecture foils
5.3.2014	Anne Solberg	Modula	Lab	Lab on feature extraction and SIFT How to compute the gradient tensor in matlab
12.3.2014	Are Jensen	Perl	Feature Selection	Lecture foils / 6pp Reading material: Sections 5.1, 5.2, 5.5 (5.5.1 and 5.5.2 not too detailed), 5.6 in ”Pattern Recognition” by S. Theodoridis and K. Koutroumbas Scanned pdf file: http://www.uio.no/studier/emner/matnat/ifi/INF5300/v14/undervisningsmateriale/theodoridis1999_2nded_chap5_featsel.pdf We will start the lecture by having a quick reminder session on basic classification principles.
19.3.2014	Are Jensen	Perl	Linear feature transforms	Lecture foils / 4pp Reading material: The chapter on PCA in C.R. Shalizi's "Advanced Data Analysis from an Elementary Point of View". (Until the example in 17.2.) The section on LDA and Fisher's reduced rank LDA, 4.3, in The Elements of Statistical Learning, Hastie et al. The following very elementary introduction to PCA might be useful for some: http://www.uio.no/studier/emner/matnat/ifi/INF5300/v14/undervisningsmateriale/shlens2009_pcatutorialversion301.pdf
26.3.2014	Are Jensen	Modula	Lab	Lab exercise Script on "curse of dimensionality" Code related to the PCA part
02.04.2014	Anne Solberg		Image alignment and RANSAC	Lecture foils
09.04.2014	Anne Solberg		Motion estimation	Lecture foils Lab exercise on motion estimation is here
16.04.2014			No lecture - Easter
23.04.2014			No lecture due to travel	Have you done the lab on motion estimation? See above for lab text.
30.04.2014			No lecture due to travel
07.05.2014			Support vector machine classification	Lecture foils Based on the sections from Pattern Recognition by Teodoridis/Koutroumbas found at /ifi/asgard/k00/inf5300/pensum-artikler: svm_kap3.pdf svm_kap4.pdf svm_appendix.pdf
14.05.2014			Lab	Lab using SVM-classifiers
28.05.2014			Repetition?	Annes lecture foils

Publisert 10. jan. 2014 14:50 - Sist endret 28. mai 2014 15:45