'Final classifier' presentation slideshows

Recap: Bag of Words for Large Scale Retrieval

700 views • 57 slides

Viola-Jones Face Detection Algorithm

Learning to Detect Faces A Large-Scale Application of Machine Learning (This material is not in the text: for further information see the paper by P. Viola and M. Jones, International Journal of Computer Vision, 2004. Viola-Jones Face Detection Algorithm. Overview :

481 views • 26 slides

Lecture 14: Kernels

264 views • 19 slides

Lecture 14: Kernels

330 views • 19 slides

Boosting

Boosting. Main idea: train classifiers (e.g. decision trees) in a sequence. a new classifier should focus on those cases which were incorrectly classified in the last round. combine the classifiers by letting them vote on the final prediction (like bagging).

124 views • 10 slides

Boosting

Boosting. Main idea: train classifiers (e.g. decision trees) in a sequence. a new classifier should focus on those cases which were incorrectly classified in the last round. combine the classifiers by letting them vote on the final prediction (like bagging).

107 views • 10 slides