Videos of lectures from Dr. Mubarak Shah's Computer Vision class which is taught at University of Central Flordia are available on Youtube. The videos have been uploaded to Youtube user UCF CRCVhttps://www.youtube.com/user/UCFCRCV?feature=watch
The videos for Computational Photography are not as high quality as other material that I have viewed on Coursera.
Szelki's Computer vision text
The lectures follow Richard Szeliski's Computer Vision: Algorithms and Applications. Chapter 4 Feature detection and matching pages 181-228
For HDR and tone mapping
Blochi has mentioned in the past that his book is the practical application of Reinhard et Al's High Dynamic Range Imaging text.