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» Learning to localize detected objects
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ADMA
2006
Springer
110views Data Mining» more  ADMA 2006»
14 years 1 months ago
Learning with Local Drift Detection
Abstract. Most of the work in Machine Learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
João Gama, Gladys Castillo
ECCV
2010
Springer
14 years 1 months ago
Discovering Multipart Appearance Models from Captioned Images
Abstract. Even a relatively unstructured captioned image set depicting a variety of objects in cluttered scenes contains strong correlations between caption words and repeated visu...
ICMCS
2005
IEEE
91views Multimedia» more  ICMCS 2005»
14 years 3 months ago
Learning Local Descriptors for Face Detection
Hongliang Jin, Qingshan Liu, Xiaoou Tang, Hanqing ...
CVPR
2006
IEEE
14 years 12 months ago
Local Features, All Grown Up
We present a technique to adapt the domain of local features through the matching process to augment their discriminative power. We start with local affine features selected and n...
Andrea Vedaldi, Stefano Soatto
ICCV
2005
IEEE
14 years 3 months ago
Learning Hierarchical Models of Scenes, Objects, and Parts
We describe a hierarchical probabilistic model for the detection and recognition of objects in cluttered, natural scenes. The model is based on a set of parts which describe the e...
Erik B. Sudderth, Antonio B. Torralba, William T. ...