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MM
2006
ACM
166views Multimedia» more  MM 2006»
15 years 5 months ago
Automatic document orientation detection and categorization through document vectorization
This paper presents an automatic orientation detection and categorization technique that is capable of detecting the orientation of multilingual documents with arbitrary skew and ...
Shijian Lu, Chew Lim Tan
MIR
2005
ACM
129views Multimedia» more  MIR 2005»
15 years 5 months ago
Tracking concept drifting with an online-optimized incremental learning framework
Concept drifting is an important and challenging research issue in the field of machine learning. This paper mainly addresses the issue of semantic concept drifting in time series...
Jun Wu, Dayong Ding, Xian-Sheng Hua, Bo Zhang
MM
2005
ACM
99views Multimedia» more  MM 2005»
15 years 5 months ago
To learn representativeness of video frames
With the rapid explosion of video data, compact representation of videos is becoming more and more desirable for efficient browsing and communication, which leads to a number of r...
Hong-Wen Kang, Xian-Sheng Hua
MM
2005
ACM
109views Multimedia» more  MM 2005»
15 years 5 months ago
Intention-based home video browsing
This demonstration presents an efficient home video browsing system from a novel viewpoint – capture intention. We extend our previous work to build up a comprehensive scheme to...
Tao Mei, Xian-Sheng Hua
MM
2005
ACM
94views Multimedia» more  MM 2005»
15 years 5 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