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In addition to classical art types like paintings, sculpture, music, dance, and movie, new types of artworks emerge as the advancement of social platforms, media capturing devices, and media processin...
As it is widely known documentation is an important issue within the tasks of conservation, preservation and restoration of Cultural Heritage objects. In this context high-tech measuring methods which...
Human activity analysis is an important and challenging task in video content analysis and understanding. In this paper, we focus on the activity of small human group, which involves countable persons...
Discriminant analysis, especially Fisherface and its numerous variants, have achieved great success in face recognition. However, these methods fail to work for face recognition from Single Sample per...
Modern clothes are designed based on various visualelements of different fashion styles. Traditional vision-based clothes recommendation methods focused on searchingclothes which are similar with user...
Because of the fast increasing number of movies and long time span each movie lasts, novel methods should be developed to help users browse movies and find their desiredclips effectively. Affective in...
The paper investigates a locally coupled neural oscillator autonomous system qualitatively. To obtain analytical results, we choose anapproximation method and obtain the set of parameter values for wh...
Linear Discriminant Analysis (LDA) is a popular method for dimensionality reduction and classification. In real-world applications when there is no sufficient labeled data, LDA suffers fro...
In this paper, a real-time background modeling and maintenance based human motion detection and analysis in an indoor and an outdoor environments for visual surveillance system is described. The syste...
In this paper, we propose an attention based method to provide convenient browsing experience on mobile devices. To achieve this, we extract video summary in both temporal and spatial domains. Firstly...
This paper presents a novel discriminative learning method, called Manifold Discriminant Analysis (MDA), to solve the problem of image set classification. By modeling each image set as a manifold, we ...
In 3D video applications, the virtual view is generally rendered by the compressed texture and depth. The texture and depth compression with different bit-rate overheads can lead to different virtual ...
Most existing approaches on sports video analysis have concentrated on semantic event detection. Sports professionals, however, are more interested in tactic analysis to help improve their performance...
Parzen Discriminant Analysis     Parzen Discriminant  Analysis       2013/7/17
In this paper, we propose a non-parametric Discriminant Analysis method (no assumption on the distributions of classes), called Parzen Discriminant Analysis (PDA). Through a deep investigation on then...
At present, MTV has become an important favorite pastime to people. Affective analysis which can extract the affective states contained in MTVs could be a potential and promising solution for efficien...

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