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Category Independent Object Detection
Implementation of Object Detection algorithm:
Matlab implementation of the object detection algorithm  (2011-11-04, ver 1.1)
The algorithm needs the executables of Pedro F. Felzenszwalb's and Daniel P. Huttenlocher's superpixel segmentation algorithm. You can download the code from: Felzenszwalb's page.
- The code includes the SS feature developed and described . If you use results derived from this code in your publications, please cite , , and .
Precomputed windows for VOC2007 dataset:
Recall-overlap curves, computed using methods described in , , and .
 Rahtu E. & Kannala J. & Blaschko M. B. (2011) Learning a Category Independent Object Detection Cascade. Proc. International Conference on Computer Vision (ICCV 2011). (Full paper)
 Alexe B. & Deselaers T. & Ferrari V. (2010) What is an object? Proc The IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
 Alexe B. & Deselaers T. & Ferrari V. (2011) Measuring the objectness of image windows. ETH Zurich tech report #276. Project page
 Felzenszwalb P. & Huttenlocher D. (2004) Efficient Graph-Based Image Segmentation. International Journal of Computer Vision, Volume 59, Number 2.
If you encounter problems or find bugs in these implementations, please contact Esa Rahtu (erahtu at ee.oulu.fi).