This book constitutes the thoroughly refereed joint
post-workshop proceedings of two co-located events: the Second
International Workshop on Classification of Events, Activities and
Relationships, CLEAR 2007, and the 5th Rich Transcription 2007
Meeting Recognition evaluation, RT 2007, held in succession in
Baltimore, MD, USA, in May 2007.
The workshops had complementary evaluation efforts; CLEAR for
the evaluation of human activities, events, and relationships in
multiple multimodal data domains; and RT for the evaluation of
speech transcription-related technologies from meeting room audio
collections. The 35 revised full papers presented from CLEAR 2007
cover 3D person tracking, 2D face detection and tracking, person
and vehicle tracking on surveillance data, vehicle and person
tracking aerial videos, person identification, head pose
estimation, and acoustic event detection. The 15 revised full
papers presented from RT 2007 are organized in topical sections on
speech-to-text, and speaker diarization.
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