Abstract: A KLA-Tencor perspective on the challenges and solutions pertaining to semi-conductor manufacturing and yield management using image processing and computer vision technologies. In addition, the presentation will also cover ideas for potential research collaboration in the future between U-Penn and KLA-Tencor in a variety of related fields.