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Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

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Page 1: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Rotationally Invariant Descriptors Using Intensity Order Pooling

Yi-Chung ChenAdvisor: S.J.Wang

Page 2: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

2012 IEEE, Bin Fan, Fuchao Wu, and Zhanyi Hu

Page 3: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

2012 IEEE, Bin Fan, Fuchao Wu, and Zhanyi Hu

Page 4: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

2012 IEEE, Bin Fan, Fuchao Wu, and Zhanyi Hu

Page 5: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

2012 IEEE, Bin Fan, Fuchao Wu, and Zhanyi Hu

Proposedmethod

SIFT

Page 6: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Outline

• Why do we need this ?

• What is the key concepts ?

• How does it work exactly ?

• When should we use it ?

Page 7: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?

Page 8: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?

Page 9: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?

Page 10: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?

0 2 p

36%

64%

Page 11: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?

Robustness

Distinctiveness

Page 12: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?

Page 13: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?0 255/2π

0

1

Page 14: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?0 255/2π

0

1

Robustness

Distinctiveness

Page 15: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?

RobustnessDistinctiveness

Page 16: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Why do we need this ?

RobustnessDistinctiveness

Robustness

Distinctiveness

Page 17: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

What is the key concepts ?

RobustnessDistinctiveness

Page 18: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

What is the key concepts ?

Page 19: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

What is the key concepts ?

Page 20: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

What is the key concepts ?0

2p0

2p0

2p0

2p

Intensity Order Pooling

Page 21: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

What is the key concepts ?

Robustness

Distinctiveness

Page 22: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

How does it work exactly ?

Page 23: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

How does it work exactly ?

Page 24: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

How does it work exactly ?

Robustness

Distinctiveness

Page 25: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

How does it work exactly ?

MRRIDMultisupport Region Rotation and

Intensity Monotonic Invariant Descriptor

MROGHMultisupport Region Order-Based Gradient Histogram

Page 26: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

When should we use it ?

Blur/illu. changes

MRRID > MROGH > SIFT,RIFT,DAISY ……

Most cases

MROGH > MRRID > SIFT,RIFT,DAISY ……

Page 27: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

When should we use it ?

Page 28: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

When should we use it ?

Page 29: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

When should we use it ?

Page 30: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

When should we use it ?

Page 31: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

When should we use it ?

Page 32: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

When should we use it ?

Page 33: Rotationally Invariant Descriptors Using Intensity Order Pooling Yi-Chung Chen Advisor S.J.Wang

Questions ?