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Learning Beautiful (and Ugly) Attributes
Published on Apr 03, 20142151 Views
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Chapter list
Learning Beautiful (and ugly) attributes00:00
Motivation - 100:10
Motivation - 200:14
Limitations00:54
Objective - 102:10
Objective - 202:12
Objective - 302:20
Contribution02:25
Outline 03:41
Mine labels for visual attributes04:32
Unsupervised mining - 105:20
Unsupervised mining - 206:17
Unsupervised mining - 306:50
Supervised mining - 107:01
Supervised mining - 208:53
Learning Visual attributes -110:39
Learning Visual attributes - 211:30
What is beautiful in photography?12:51
and what is ugly ...13:34
Qualitative results13:56
Quantitative results - 114:26
Quantitative results - 214:44
Prediction performances - 114:57
Prediction performances - 215:21
Application – Photo Annotation - 115:52
Application – Photo Annotation - 216:27
Conclusions & Future work17:01
great_tones - 117:38
great_tones - 217:44
dramatic_sky - 117:51
dramatic_sky - 217:53