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» Learning Based System for Detection and Tracking of Vehicles
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ICIP
2006
IEEE
15 years 11 months ago
Knowledge-Based Supervised Learning Methods in a Classical Problem of Video Object Tracking
In this paper we present a new scheme for detection and tracking of specific objects in a knowledge-based framework. The scheme uses a supervised learning method: Support Vector M...
Lionel Carminati, Jenny Benois-Pineau, Christian J...
DAGM
2003
Springer
15 years 2 months ago
IR Pedestrian Detection for Advanced Driver Assistance Systems
Abstract. This paper describes a system for pedestrian detection in infrared images implemented and tested on an experimental vehicle. A specific stabilization procedure is applie...
Massimo Bertozzi, Alberto Broggi, M. Carletti, Ale...
FGR
2006
IEEE
125views Biometrics» more  FGR 2006»
15 years 3 months ago
Reliable and Fast Tracking of Faces under Varying Pose
This paper presents a system that is able to track multiple faces under varying pose (tilted and rotated) reliably in real-time. The system consists of two interactive modules. Th...
Tao Yang, Stan Z. Li, Quan Pan, Jing Li, Chunhui Z...
107
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IROS
2006
IEEE
186views Robotics» more  IROS 2006»
15 years 3 months ago
Cooperative Driving based on Inter-vehicle Communications: Experimental Platform and Algorithm
— This paper describes our efforts in building an experimental platform to conduct research on cooperative driving in Intelligent Transportation Systems (ITS). A miniature vehicl...
Weihua Sheng, Qingyan Yang, Yi Guo
IWCM
2004
Springer
15 years 3 months ago
Tracking Complex Objects Using Graphical Object Models
We present a probabilistic framework for component-based automatic detection and tracking of objects in video. We represent objects as spatio-temporal two-layer graphical models, w...
Leonid Sigal, Ying Zhu, Dorin Comaniciu, Michael J...