Pattern Analysis 2016 /CoursesID:449

Detailed information

Keywords: HHM algorithm forward programming dynamic backward Manifold Learning

Most recent entry on 2016-07-15 

Organisational Unit

Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung)

Recording type

Vorlesungsreihe

Via

Free

Language

English

This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". In this third edition, we focus on modeling of densities, and how to use these models for analyzing the data. Major topics of this lecture are regression, density estimation, manifold learning, hidden Markov models, conditional random fields, and random forests. The lecture is accompanied by exercises, where theoretical results are practically implemented and applied.

Associated Clips

Episode
Title
Lecturer
Updated
Via
Duration
Media
1
Pattern Analysis
Sebastian Käppler
2016-04-14
Free
01:29:27
2
Pattern Analysis
Sebastian Käppler
2016-04-15
Free
01:29:38
3
Pattern Analysis
Dr. Christian Riess
2016-04-21
Free
00:00:30
4
Pattern Analysis
Dr. Christian Riess
2016-04-22
Free
01:26:36
5
Pattern Analysis
Dr. Christian Riess
2016-04-28
Free
01:28:02
6
Pattern Analysis
Dr. Christian Riess
2016-04-29
Free
01:21:30
7
Pattern Analysis
Dr. Christian Riess
2016-05-12
Free
01:13:36
8
Pattern Analysis
Dr. Christian Riess
2016-05-13
Free
01:29:11
9
Pattern Analysis
Dr. Christian Riess
2016-06-02
Free
00:00:30
10
Pattern Analysis
Dr. Christian Riess
2016-06-03
Free
01:38:32
11
Pattern Analysis
Dr. Christian Riess
2016-06-09
Free
01:17:04
12
Pattern Analysis
Dr. Christian Riess
2016-06-10
Free
01:23:13
13
Pattern Analysis
Sebastian Käppler
2016-06-16
Free
01:27:05
14
Pattern Analysis
Sebastian Käppler
2016-06-23
Free
01:07:48
15
Pattern Analysis
Dr. Christian Riess
2016-06-24
Free
01:21:20
16
Pattern Analysis
Dr. Christian Riess
2016-06-30
Free
01:37:12
17
Pattern Analysis
Dr. Christian Riess
2016-07-01
Free
01:25:54
18
Pattern Analysis
Dr. Christian Riess
2016-07-07
Free
01:31:19
19
Pattern Analysis
Dr. Christian Riess
2016-07-08
Free
01:25:10
20
Pattern Analysis
Dr. Christian Riess
2016-07-14
Free
01:30:02
21
Pattern Analysis
Dr. Christian Riess
2016-07-15
Free
01:30:59

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