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Feb. 12, 2015 CSCI598A: Robot Intelligence

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Page 1: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Feb. 12, 2015

CSCI598A: Robot Intelligence

Page 2: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Midterm Project

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Page 3: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Midterm Project

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Page 4: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Midterm Project

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Page 5: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Point Cloud Library

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Page 6: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Point Cloud Library

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Page 7: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

3D Object Recognition Using PCL

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Page 8: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Representation for 3D Object Recognition

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Page 9: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Pipeline: 3D Object Recognition

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Page 10: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Descriptor Matching

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Page 11: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Keypoints or Points of Interest

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Page 12: CSCI598A: Robot Intelligenceinside.mines.edu/~hzhang/Courses/CSCI598A-Spring15/... · Point Cloud Library 5. Point Cloud Library 6. 3D Object Recognition Using PCL 7. ... efficient

Global vs Local Descriptors

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