In this paper, we present a new approach to multi-camera object tracking based on the consistent labeling. An automatic and reliable procedure allows to obtain the homographic transformation between two overlapped views, without any manual calibration of the cameras. Object's positions are matched by using the homography when the object is firstly detected in one of the two views. The approach has been tested also in the case of simultaneous transitions and in the case in which people are detected as a group during the transition. Promising results are reported over a real setup of overlapped cameras.

Consistent labeling for multi-camera object tracking / Calderara, Simone; Prati, Andrea; Vezzani, Roberto; Cucchiara, Rita. - STAMPA. - 3617:(2005), pp. 1206-1214. (Intervento presentato al convegno 13th International Conference on Image Analysis and Processing tenutosi a Cagliari, ITALY nel SEP 06-08, 2005) [10.1007/11553595_148].

Consistent labeling for multi-camera object tracking

CALDERARA, Simone;PRATI, Andrea;VEZZANI, Roberto;CUCCHIARA, Rita
2005

Abstract

In this paper, we present a new approach to multi-camera object tracking based on the consistent labeling. An automatic and reliable procedure allows to obtain the homographic transformation between two overlapped views, without any manual calibration of the cameras. Object's positions are matched by using the homography when the object is firstly detected in one of the two views. The approach has been tested also in the case of simultaneous transitions and in the case in which people are detected as a group during the transition. Promising results are reported over a real setup of overlapped cameras.
2005
13th International Conference on Image Analysis and Processing
Cagliari, ITALY
SEP 06-08, 2005
3617
1206
1214
Calderara, Simone; Prati, Andrea; Vezzani, Roberto; Cucchiara, Rita
Consistent labeling for multi-camera object tracking / Calderara, Simone; Prati, Andrea; Vezzani, Roberto; Cucchiara, Rita. - STAMPA. - 3617:(2005), pp. 1206-1214. (Intervento presentato al convegno 13th International Conference on Image Analysis and Processing tenutosi a Cagliari, ITALY nel SEP 06-08, 2005) [10.1007/11553595_148].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/3224
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