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Autonomous Path Following By Andrey Zhdanov and Dan Feldman
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Main Objectives The robot should be able to follow the path autonomously The robot should be able to detect the presence of path
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Assumptions
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Planar floor No obstacles, clutter Homogeneous floor, path
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Algorithm Motivation – Geodesic Active Contours Implementation – Graph Cuts
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Algorithm Overview Image acquisition Color to Greyscale conversion Edge detection Inverse projective transformation Segmentation Driving instructions
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Averaging vs PCA – RGB channels
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Averaging vs PCA
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Calibration
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Algorithm Stages
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Algorithm Stages – cont.
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Algorithm Stages – contd.
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Technical problems Lack of precision of robot control Communication
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