1. Robust Object Recognition with Cortex-like Mechanisms (PAMI, 06) Presented by Ala Stolpnik T. Serre, L. Wolf, S. Bileschi, M. Riesenhuber, and T. Poggio
4. The StreetScenes Database 3,547 Images, all taken with the same camera , of the same type of scene , and hand labeled with the same objects , using the same labeling rules . Database Performance Measures Approach sky road tree building bicycle pedestrian car Object 2562 3400 4932 5067 209 1449 5799 # Labeled Examples
27. C2 C2 is simply the global maximum of the S2 response image. S1 C1 S2 C2 Each Prototype gives rise to one C2 value. C2 = max ( ) Size of patch, sampling rate, etc. are Parameters of the system. Approach