matching results comparison between the gixel array descriptor (gad) & sift / surf / brief / orb

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Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

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Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB. Test 1 - aerial images to 3D wireframes. Original image pairs. Test 1 - aerial images to 3D wireframes. SIFT SURF. BRIEF ORB. - PowerPoint PPT Presentation

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Page 1: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Matching results comparison between

the Gixel Array Descriptor (GAD)&

SIFT / SURF / BRIEF / ORB

Page 2: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 1 - aerial images to 3D wireframes

Original image pairs

Page 3: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 1 - aerial images to 3D wireframes

SIFT SURF

BRIEF ORB

Page 4: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 1 - aerial images to 3D wireframes

GAD

Page 5: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 1 - aerial images to 3D wireframes

GAD with RANSAC

Page 6: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 2 - artistic image matching

Original image pairs

Page 7: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 2 - artistic image matching

SIFT SURF

BRIEF ORB

Page 8: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 2 - artistic image matching

GAD

Page 9: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 3 - artistic image matching

Original image pairs

Page 10: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 3 - artistic image matching

SIFT SURF

BRIEF ORB

Page 11: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 3 - artistic image matching

GAD

Page 12: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 3 - artistic image matching

GAD with RANSAC

Page 13: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 4 - intensity image to depth image

Original image pairs

Page 14: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 4 - intensity image to depth image

SIFT SURF

BRIEF ORB

Page 15: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 4 - intensity image to depth image

GAD

Page 16: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 4 - intensity image to depth image

GAD with RANSAC

Page 17: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 5 - aerial images to maps

Original image pairs

Page 18: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 5 - aerial images to maps

SIFT SURF

BRIEF ORB

Page 19: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 5 - aerial images to maps

GAD

Page 20: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 5 - aerial images to maps

GAD with RANSAC

Page 21: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 6 - scale changes

Original image pairs

Page 22: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 6 - scale changes

SIFT SURF

BRIEF ORB

Page 23: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 6 - scale changes

GAD

Page 24: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 7 - rotation changes

Original image pairs

Page 25: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 7 - rotation changes

SIFT SURF

BRIEF ORB

Page 26: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 7 - rotation changes

GAD

Page 27: Matching results comparison between the Gixel Array Descriptor (GAD) & SIFT / SURF / BRIEF / ORB

Test 7 - rotation changes

GAD with RANSAC

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