44 search results - page 2 / 9 » Classification of Weakly-Labeled Data with Partial Equivalen... |
CVPR
2009
IEEE
15 years 14 days ago
2009
IEEE
In many image and video collections, we have access
only to partially labeled data. For example, personal photo
collections often contain several faces per image and a caption
t...
DATAMINE
2006
13 years 5 months ago
2006
Standard hidden Markov models (HMM's) have been studied extensively in the last two decades. It is well known that these models assume state conditional independence of the ob...
JMLR
2006
13 years 5 months ago
2006
Kernels are two-placed functions that can be interpreted as inner products in some Hilbert space. It is this property which makes kernels predestinated to carry linear models of l...
AUTOMATICA
2010
13 years 3 months ago
2010
When a phenomenon is described by a parametric model and multiple datasets are available, a key problem in statistics is to discover which datasets are characterized by the same p...
CVPR
2010
IEEE
13 years 9 months ago
2010
IEEE
This paper presents a novel mixture-of-experts framework for pedestrian classification with partial occlusion handling. The framework involves a set of component-based expert clas...