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» Attention-Driven Parts-Based Object Detection
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ECAI
2004
Springer
13 years 10 months ago
Attention-Driven Parts-Based Object Detection
Recent studies have argued that natural vision systems perform classification by utilizing different mechanisms depending on the visual input. In this paper we present a hybrid, ...
Ilkka Autio, Jussi T. Lindgren
PAMI
2010
249views more  PAMI 2010»
13 years 3 months ago
Object Detection with Discriminatively Trained Part-Based Models
—We describe an object detection system based on mixtures of multiscale deformable part models. Our system is able to represent highly variable object classes and achieves state-...
Pedro F. Felzenszwalb, Ross B. Girshick, David A. ...
IJCV
2010
127views more  IJCV 2010»
13 years 3 months ago
A Study of Parts-Based Object Class Detection Using Complete Graphs
Martin Bergtholdt, Jörg H. Kappes, Stefan Sch...
CVPR
2007
IEEE
13 years 9 months ago
Improving Part based Object Detection by Unsupervised, Online Boosting
Detection of objects of a given class is important for many applications. However it is difficult to learn a general detector with high detection rate as well as low false alarm r...
Bo Wu, Ram Nevatia
DICTA
2008
13 years 6 months ago
Exploiting Part-Based Models and Edge Boundaries for Object Detection
This paper explores how to exploit shape information to perform object class recognition. We use a sparse partbased model to describe object categories defined by shape. The spars...
Josephine Sullivan, Oscar M. Danielsson, Stefan Ca...