The CLEAR 2007 Evaluation

Published

March 31, 2008

Author(s)

Rainer Stiefelhagen, Keni Bernardin, R Bowers, Richard T. Rose, Martial Michel, John S. Garofolo

Abstract

This paper is a summary of the 2007 CLEAR Evaluation on the Classification of Events, Activities, and Relationships which took place in early 2007 and culminated with a two-day workshop held in May 2007. CLEAR is an international effort to evaluate systems for the perception of people, their activities, and interactions. In its second year, CLEAR has developed a following from the computer vision and speech communities, spawning a more multimodal perspective of research evaluation. This paper describes the evaluation tasks, including metrics and databases used, and discusses the results achieved. The CLEAR 2007 tasks comprise person, face, and vehicle tracking, head pose estimation, as well as acoustic scene analysis. These include subtasks performed in the visual, acoustic and audio-visual domains for meeting room and surveillance data.

Conference Dates

May 8-9, 2007

Conference Location

Baltimore, MD, USA

Conference Title

Multimodal Technologies for Perception of Humans: Joint Proceedings of the CLEAR 2007 and RT 2007 Evaluation Workshop

Pub Type

Conferences

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Keywords

computer vision, human language technology, evaluation infrastructure

Citation

Stiefelhagen, R. , Bernardin, K. , Bowers, R. , Rose, R. , Michel, M. and Garofolo, J. (2008), The CLEAR 2007 Evaluation, Multimodal Technologies for Perception of Humans: Joint Proceedings of the CLEAR 2007 and RT 2007 Evaluation Workshop, Baltimore, MD, USA, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=150679 (Accessed April 19, 2024)