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Image Analysis
Published on Feb 25, 200712298 Views
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Chapter list
Image and Multimedia Mining 00:00
Outline00:07
Problem #1: Similarity search00:25
Problem #1: Similarity search0101:13
Problem #1: Similarity search0201:23
Problem #2: Mining02:07
Problem #2: Mining0102:42
Problem definition03:00
Motivation - applications: Images03:28
Motivation - applications: Video04:43
Motivation - applications: Time sequences05:48
Motivation06:40
Motivation - Applications (cont’d)07:21
Outline08:11
Indexing08:26
distance function: by expert08:38
Idea: ‘GEMINI’09:48
‘GEMINI’ - Pictorially10:22
GEMINI11:25
Examples of GEMINI12:20
Examples of GEMINI0112:37
Indexing - SAMs12:53
R-trees13:24
R-trees0114:25
R-trees0214:32
R-trees - range search?15:14
R-trees - range search?0115:36
Conclusions16:30
Outline17:11
Outline0117:25
DFT and cousins17:35
DFT and stocks17:52
DFT and stocks0118:10
Outline18:53
SVD19:03
SVD - Motivation19:10
SVD - Motivation0119:37
SVD – dim. reduction19:43
Singular Value Decomposition (SVD)19:55
SVD20:37
SVD shorcuts21:11
Random projections23:11
Outline23:16
MDS / FastMap23:24
MDS/FastMap0123:39
MDS24:34
FastMap26:43
FastMap: Application26:49
Conclusions - Practitioner’s guide28:18