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Mining Text Snippets for Images on the Web
Published on Oct 07, 20142200 Views
Images are often used to convey many different concepts or illustrate many different stories. We propose an algorithm to mine multiple diverse, relevant, and interesting text snippets for images on th
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Chapter list
Mining Text Snippets for Images on the Web00:00
Traditional img2txt00:13
Focus of this work00:43
Example Results - 101:16
Example Results - 201:50
The Web is big:01:59
Application 1: Image Browsing - 102:11
Application 1: Image Browsing - 203:49
Algorithm for Mining Snippets05:35
Snippet Mining Algorithm (Key Insights)05:39
Snippet Mining Algorithm - 106:29
Snippet Mining Algorithm - 207:05
Image Sets generation07:06
Candidate Snippets - 108:11
Candidate Snippets - 208:24
Snippet Subset Selection08:25
Learning Relevance and Interestingness10:02
Empirical Evaluation10:31
Baseline Algorithms10:38
Our Results - 111:51
Our Results - 212:14
Text Snippet Preference12:24
Coverage on top 10K Image Search Queries13:10
“Failure” Cases: No Text Above Threshold13:54
Summary and Future Work14:19