It's nice to see slides of ECCV 2012 tutorial on "Modern features: advances, applications, and software." The website has links to slides used in the tutorial. Slideshare users can download their slides from slideshare [1-5].
[1] http://www.slideshare.net/zukun/modern-featurespart0intro
[2] http://www.slideshare.net/zukun/modern-featurespart1detectors
[3] http://www.slideshare.net/zukun/modern-featurespart2descriptors
[4] http://www.slideshare.net/zukun/modern-featurespart3software
[5] http://www.slideshare.net/zukun/modern-featurespart4evaluation