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Sojka Corner Detection Algorithm

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TUDelft<br />

RVM <strong>Corner</strong> Classification Model<br />

Relevance Vector Machine Theory<br />

• Prediction in regression case<br />

2<br />

p(<br />

t* | t,<br />

α MP<br />

, σ ) = N(<br />

t*<br />

| y*<br />

, σ<br />

*<br />

MP<br />

2<br />

)<br />

with,<br />

y = µ T φ( *<br />

)<br />

σ<br />

*<br />

x<br />

2 2<br />

*<br />

= σ<br />

MP<br />

+ x<br />

T<br />

φ( x*<br />

) Σφ(<br />

*)<br />

Σ<br />

µ<br />

−2<br />

T<br />

= ( σ Φ Φ + A<br />

−2<br />

= σ<br />

t<br />

ΣΦ t<br />

)<br />

−1<br />

A =<br />

diag(<br />

α , α1,<br />

K,<br />

α<br />

0 N<br />

)<br />

Screen Estimation for A Novel Pointing Device Based on <strong>Corner</strong> <strong>Detection</strong> and Classification. Qing Xia, Wei Huang 55

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