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Multimedia analysis
Published on Sep 05, 20113089 Views
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Chapter list
Introduction to Multimedia Semantics00:00
Introduction to Semantic Multimedia Analysis01:50
Overview02:08
Multimedia Analytics03:16
Definitions and Examples05:14
Multimedia: Definition05:19
Multimedia Content Extraction06:16
Typical Problems07:58
Semantic Analysis of Multimedia Data08:26
Image Retrieval09:59
Image Retrieval: Surfing Shoes - 111:13
Image Retrieval: Surfing Shoes - 212:01
Image Retrieval: Surfing Shoes - 312:12
Image Retrieval: Surfing Shoes - 412:40
Examples: Cut & Paste in Images12:59
Speaker Diarization: Who Spoke When?13:28
Analyzing Meetings13:38
Copyright Detection13:41
Narrative Theme Navigation13:48
Location Estimation14:15
Visual Content Representation18:43
An Image...18:50
RGB Color Space19:31
Color Spaces20:58
From Image to Video23:36
“Natural” Segmentation25:14
Typical Video Features - 126:04
Typical Video Features - 226:43
Typical Video Features - 327:00
Typical Video Features - 427:28
Typical Video Features - 527:53
Typical Video Features - 628:35
Audio Content Representation29:49
A Sound Wave...30:31
Typical Audio Features - 132:00
Typical Audio Features - 232:33
Typical Audio Features - 334:54
Typical Audio Features - 435:22
MFCC: Idea36:33
MFCC: Mel Scale38:21
MFCC: Result38:39
Modeling Techniques39:04
Development of a Content Analysis Algorithm40:34
Modeling Techniques43:14
K-Means44:02
Gaussian Mixtures46:20
Training of Mixture Models47:35
Multimodal Integration49:24
Multimodal Integration - 149:31
Multimodal Integration - 252:05
Multimodal Integration - 353:54
Generic Scheme of a Classification Algorithm54:13
Feature-Level Integration54:22
Model-Level Integration54:39
Decision-Level Integration54:54
Remarks56:18
Example: “3D from Audio”57:10
Concluding Remarks58:08
A note...58:54
Most Important Lesson01:00:15
Semantic Computing01:00:48
Outlook01:01:43