138
Voted
CIVR
15 years 6 months ago
2006 Springer 
We propose a novel Bayesian learning framework of hierarchical mixture model by incorporating prior hierarchical knowledge into concept representations of multi-level concept struc...
128
Voted
CIVR
15 years 6 months ago
2006 Springer 
Learning a good ranking function plays a key role for many applications including the task of (multimedia) information retrieval. While there are a few rank learning methods availa...
138
Voted
CIVR
15 years 6 months ago
2006 Springer 
Digital photographs are replacing tradition films in our daily life and the quantity is exploding. This stimulates the strong need for efficient management tools, in which the anno...
140
Voted
CIVR
15 years 6 months ago
2006 Springer 
Abstract. Interactively learning from a small sample of unlabeled examples is an enormously challenging task. Relevance feedback and more recently active learning are two standard ...
124
Voted
CIVR
15 years 6 months ago
2006 Springer
Aspect-based relevance learning is a relevance feedback scheme based on a natural model of relevance in terms of image aspects. In this paper we propose a number of active learning...
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Image Analysis