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Datasets and Benchmarking

Chapter
Part of the SpringerBriefs in Computer Science book series (BRIEFSCOMPUTER)

Abstract

The first pedestrian datasets were aimed at evaluating the new classifiers presented, then they started evaluating the complete detection results. We summarize the existing pedestrian datasets so far, pointing out their most significant aspects. A very important aspect in the evaluation of both classifiers and systems is the protocol used. In this chapter we also review them, describing their interesting points and their use depending on what is evaluated.

Keywords

Pedestrian Detection Pedestrian Track Specific Technical Detail High Resolution Photograph Pedestrian Dataset 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Copyright information

© The Author(s) 2014

Authors and Affiliations

  1. 1.Computer Vision CenterUniversitat Autònoma de BarcelonaBellaterraSpain

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