Non Parametric Classification of Human Interaction

This paper presents a non parametric method for classifying interactions between two people as taken from a video camera. A nearest neighbour classifier that uses trajectory matching in feature space is introduced and shown to be superior to regular nearest neighbour classification for this problem.

• Type: Conference
• Year: 2007
• Where: IBPRIA
• Authors: Scott Blunsden, Ernesto L. Andrade, Robert B. Fisher
• Keywords: IBPRIA 2007, Nearest Neighbour, Nearest Neighbour Classifier, Pattern Recognition, Regular Nearest Neighbour