For a motivational overview see What Can We Learn From Computer Vision?
For a human angle, see some of my favorite computer vision researchers.
Here are a few hundred of the most significant computer vision papers, by topic. (Also available as a simple chronological list.)
NB: You may find Google Scholar useful when tracking down references; other useful resources include CiteSeer and arXiv.
Back to Computer Vision Papers.