04: Kognitive Systeme, Vorlesung, SS 2019, 13.05.2019
Author
Rüdiger Dillmann, Alexander Waibel, Sebastian Stüker, Pascal Meißner
Editor
Participating institute
Institut für Anthropomatik und Robotik (IAR)
Genre
Description
- 0:00:00 Start
- 0:00:05 Begrüßung und Ankündigung Lecture Translator
- 0:02:38 Supervised Classification
- 0:04:28 Classification Problem
- 0:06:16 Parametric - Non-parametric
- 0:08:34 Bayes Decision Theory
- 0:13:05 Two classes case
- 0:18:47 Classifier Discriminant Functions
- 0:22:33 Examples Decision boundaries I
- 0:25:42 Examples Decision boundaries II
- 0:27:03 Classifier Design in Practice
- 0:32:02 GaussienClassifier
- 0:36:29 Classifier Discriminant Functions
- 0:37:58 Bivariate Normal Density
- 0:42:19 Gaussian Mixtures demo
- 0:47:03 GaussianClassifier
- 0:55:45 Estimation of Parameters
- 0:58:32 Scatter Diagram
- 1:02:11 Forms for decision boundaries for the general bivariate normal case
- 1:04:26 Problems
- 1:09:37 Non-Parametric Techniques: Parzen Windows
- 1:12:19 Parzen Windows
- 1:16:05 K-Nearest Neighbors (KNN)
Duration (hh:mm:ss)
01:22:48
Series
Kognitive Systeme, Vorlesung, SS 2019
Published on
14.05.2019
Subject area
License
| Resolution | 1280 x 720 Pixel |
| Aspect ratio | 16:9 |
| Audio bitrate | 128000 bps |
| Audio channels | 2 |
| Audio Codec | aac |
| Audio Sample Rate | 48000 Hz |
| Total Bitrate | 934076 bps |
| Color Space | yuv420p |
| Container | mov,mp4,m4a,3gp,3g2,mj2 |
| Media Type | video/mp4 |
| Duration | 4968 s |
| Filename | DIVA-2019-347_hd.mp4 |
| File Size | 580.031.411 byte |
| Frame Rate | 25 |
| Video Bitrate | 799980 bps |
| Video Codec | h264 |
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Kognitive Systeme, Vorlesung, SS 2019
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