Learning to Extract Image Features
Vincent Lepetit
(TU Graz, Austria)
Abstract:
Extracting image features such as feature points or edges is a critical step of
many Computer Vision systems, however this is still performed with carefully
handcrafted methods. In this talk, I will present a new Machine Learning-based
approach to detecting local image features, with application to contour
detection in natural images, but also biomedical and aerial images, and to
feature point extraction under drastic weather and lighting changes.