Datasets and benchmarking

David Gerónimo, Antonio M. López

Research output: Chapter in BookChapterResearchpeer-review

4 Citations (Scopus)

Abstract

© The Author(s) 2014. 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.
Original languageEnglish
Title of host publicationSpringerBriefs in Computer Science
Pages87-93
Number of pages6
ISBN (Electronic)2191-5776
DOIs
Publication statusPublished - 1 Jan 2014

Keywords

  • High resolution photograph
  • Pedestrian dataset
  • Pedestrian detection
  • Pedestrian track
  • Specific technical detail

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