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» Planning-based prediction for pedestrians
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AEI
2006
253views more  AEI 2006»
13 years 4 months ago
Computer based pedestrian landscape design using decision tree templates
Machine Learning algorithms can act as a valuable analytical tool in design research. In this paper, we demonstrate the application of a decision tree learning algorithm for desig...
Baranidharan Raman, Jody R. Naderi
MIG
2009
Springer
13 years 11 months ago
A Predictive Collision Avoidance Model for Pedestrian Simulation
We present a new local method for collision avoidance that is based on collision prediction. In our model, each pedestrian predicts possible future collisions with other pedestrian...
Ioannis Karamouzas, Peter Heil, Pascal van Beek, M...
CGF
2007
133views more  CGF 2007»
13 years 4 months ago
Pedestrian Reactive Navigation for Crowd Simulation: a Predictive Approach
This paper addresses the problem of virtual pedestrian autonomous navigation for crowd simulation. It describes a method for solving interactions between pedestrians and avoiding ...
Sébastien Paris, Julien Pettré, St&e...
IROS
2009
IEEE
123views Robotics» more  IROS 2009»
13 years 11 months ago
Planning-based prediction for pedestrians
— We present a novel approach for determining robot movements that efficiently accomplish the robot’s tasks while not hindering the movements of people within the environment....
Brian Ziebart, Nathan D. Ratliff, Garratt Gallaghe...
GIS
2008
ACM
14 years 5 months ago
Pedestrian flow prediction in extensive road networks using biased observational data
In this paper, we discuss an application of spatial data mining to predict pedestrian flow in extensive road networks using a large biased sample. Existing out-of-the-box techniqu...
Michael May, Simon Scheider, Roberto Rösler, ...