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133
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MM
2005
ACM
94views Multimedia» more  MM 2005»
15 years 10 months ago
Tracking users' capture intention: a novel complementary view for home video content analysis
In this paper, we present a novel view to home video content analysis, which aims at tracking the capture intention of camcorder users. Based on the study of intention mechanism i...
Tao Mei, Xian-Sheng Hua, He-Qin Zhou
CIKM
2005
Springer
15 years 10 months ago
Using appraisal groups for sentiment analysis
Little work to date in sentiment analysis (classifying texts by ‘positive’ or ‘negative’ orientation) has attempted to use fine-grained semantic distinctions in features ...
Casey Whitelaw, Navendu Garg, Shlomo Argamon
152
Voted
MM
2004
ACM
235views Multimedia» more  MM 2004»
15 years 10 months ago
Automatic music video generation based on temporal pattern analysis
Music video (MV) is a short film meant to present a visual representation of a popular music song. In this paper, we present a system that automatically generates MV-like videos f...
Xian-Sheng Hua, Lie Lu, HongJiang Zhang
CIKM
2009
Springer
15 years 11 months ago
Joint sentiment/topic model for sentiment analysis
Sentiment analysis or opinion mining aims to use automated tools to detect subjective information such as opinions, attitudes, and feelings expressed in text. This paper proposes ...
Chenghua Lin, Yulan He
IDA
2009
Springer
15 years 11 months ago
Estimating Squared-Loss Mutual Information for Independent Component Analysis
Abstract. Accurately evaluating statistical independence among random variables is a key component of Independent Component Analysis (ICA). In this paper, we employ a squared-loss ...
Taiji Suzuki, Masashi Sugiyama