12
Feb. 12, 2015 CSCI598A: Robot Intelligence

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

  • Upload
    others

  • View
    8

  • Download
    0

Embed Size (px)

Citation preview

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

2

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

3

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

4

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

5

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

6

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

7

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

8

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

9

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

10

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

11

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

12