Summer Paper Reading

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Summer Paper Reading by Mind Map: Summer Paper Reading

1. Structure and Motion Estimation for AR

1.1. Model Based

1.2. Match Moving Based

1.2.1. Line Feature Based

1.2.1.1. Moving in Stereo: Efficient Structure and Motion Using Lines

1.2.2. Point Feature Based

1.3. Homography Matching Based

2. Visual Tracking

2.1. On-line Random Forrest

2.1.1. IDEA: grow multiple randomized decision trees on-line for classification

2.1.2. KEY

2.1.2.1. On-line Bagging

2.1.2.2. On-line Growing Trees

2.1.2.2.1. choose the best question(test)

2.1.2.2.2. split the leaf only when needed and able to gain best benefit

2.1.2.3. On-line Adaptation

2.1.2.3.1. temporal knowledge weighting

2.1.2.3.2. ability to unlearn useless knowledge

2.1.2.3.3. ability to handle changing data distribution

2.1.3. APPLICATION

2.1.3.1. tracking object in real-time, able to handle

2.1.3.1.1. occlusion

2.1.3.1.2. fast movement

2.1.3.1.3. view point change

2.2. Online Multi-Class LPBoost

2.3. P-N Learning: Bootstrapping Binary Classifiers by Structural Constraints

2.4. New node