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Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections
Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections
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Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections
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Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections
Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections

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Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections
Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections
Journal Article

Initialization of Model-Based Vehicle Tracking in Video Sequences of Inner-City Intersections

2008
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Overview
A fully automatic initialization approach for 3D-model-based vehicle tracking has been developed, based on Edge-Element and Optical-Flow association. An entire automatic initialization and tracking system incorporating this approach achieves results comparable to those obtained by earlier experiments based on semi-interactive initialization, provided the assessment criteria are roughly equivalent. Experiences with a large testing sample—about 15 minutes of inner-city traffic videos—are discussed in detail.