Object tracking based on morphological elastic graph matching

This paper presents a novel method for real-time tracking of objects in video sequences. Tracking is performed using the so-called Morphological Elastic Graph Matching algorithm. When applied to faces, initialization of the tracking algorithm is performed by means of a novel face detection and facial feature extraction step. The obtained results show good performance in scenes with complex background. Comparison with an existing feature-based tracking method using measures based on ground truth data proves the superiority of the proposed method.

• Type: Conference
• Year: 2005
• Where: ICIP
• Authors: Georgios N. Stamou, Nikos Nikolaidis, Ioannis Pitas
• Keywords: Feature-based Tracking Method, Graph Matching Algorithm, ICIP 2005, Image Processing, Real-time Tracking, Tracking Algorithm