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Vision-based Motion Planning for an Autonomous Motorcycle on Ill-Structured Road Reporter :鄒嘉恆 Date : 08/31/09.

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Presentation on theme: "Vision-based Motion Planning for an Autonomous Motorcycle on Ill-Structured Road Reporter :鄒嘉恆 Date : 08/31/09."— Presentation transcript:

1 Vision-based Motion Planning for an Autonomous Motorcycle on Ill-Structured Road Reporter :鄒嘉恆 Date : 08/31/09

2 Intr oduction Design a vision-based motion planning system for desert terrain. The motion planning is based on a vision vector space(V 2 -space). Motivated by the DARPA Grand Challenge.

3 Outline V 2 -space Algorithm – V 2 -Space construction – Motion planning in V 2 -space Experimental results Conclusion

4 V2-space Pin-hole model : Video frame F is a matrix of RGB values :

5 Algorithm : V2-space construction

6 Color correction :

7 Algorithm : V2-space construction Surface verification : Obstacles detection :

8 Algorithm : V2-space construction Direction extraction :

9 Algorithm : Motion planning in V2-space A point robot with no time delay :

10 Algorithm : Motion planning in V2-space Choose the velocity profile v p (t) The motorcycle cannot run too fast for a given trajectory radius R.

11 A lgorithm : Motion planning in V 2 -space Incorporating GPS information :

12 Algorithm : Vehicle size and processing delay Vehicle size

13 Algorithm : Vehicle size and processing delay Image processing delay :

14 Algorithm overview

15 Experimental results From video clip :

16 Experimental results From video clip :

17 Experimental results From video clip :

18 Experimental results Filed tests :

19 Conclusions Propose V 2 -space, a new framework that represent road feature and allows fast construction and motion planning. In the future, they will consider incorporating V 2 -space in a stereo vision system.


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