Selective Search
Matlab pcode is available for our Segmentation as Selective Search strategy descibed in
- Segmentation as Selective Search for Object Recognition. van de Sande, K E A, Uijlings, J.R.R., Gevers, T and Smeulders, A.W.M.. In ICCV, 2011. (BIB)(pdf)
- Download Selective Search windows for Pascal 2007 trainval (36 MB)
- Download Selective Search windows for Pascal 2007 test (36 MB)
- Download Matlab pcode (run demo.m)
The software is released under the following license and can also be dowloaded from http://koen.me/research/selectivesearch/
Real-time SURF and fast SIFT
Matlab software is available for the real-time dense SURF and fast dense SIFT code as described in our journal paper:
- Real-Time Visual Concept Classification. J.R.R. Uijlings, A.W.M. Smeulders and R.J.H. Scha. IEEE Transactions on Multimedia, 99, 2010. (PDF) (BIB) (Online Version)
Average computational Performance on the 300×500 images of the Pascal VOC 2007 dataset on a single core of a 3.16 Ghz Intel Code Duo E8500 processor is as follows:
- 14 milliseconds per image for SURF
- 77 milliseconds per image for SIFT
The software is released under the following license and can be downloaded here.