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ICCV
2009
IEEE

Combining efficient object localization and image classification

15 years 4 months ago
Combining efficient object localization and image classification
In this paper we present a combined approach for ob- ject localization and classification. Our contribution is two- fold. (a) A contextual combination of localization and clas- sification which shows that classification can improve de- tection and vice versa. (b) An efficient two stage sliding window object localization method that combines the effi- ciency of a linear classifier with the robustness of a sophis- ticated non-linear one. Experimental results evaluate the parameters of our two stage sliding window approach and show that our combined object localization and classifica- tion methods outperform the state-of-the-art on the PASCAL VOC 2007 and 2008 datasets.
Hedi Harzallah, Frederic Jurie, Cordelia Schmid
Added 13 Jul 2009
Updated 10 Jan 2010
Type Conference
Year 2009
Where ICCV
Authors Hedi Harzallah, Frederic Jurie, Cordelia Schmid
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