One video is sufficient? Human activity recognition using active video composition

• Published in: 2011 IEEE Workshop on Applications of Computer Vision (WACV) pp. 634 - 641
• Main Authors: Ryoo, M S, Wonpil Yu
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2011
• Subjects: Algorithm design and analysis; Feature extraction; Humans; Image color analysis; Support vector machines; Training

In this paper, we present a novel human activity recognition approach that only requires a single video example per activity. We introduce the paradigm of active video composition, which enables one-example recognition of complex activities. The idea is to automatically create a large number of semi...