Object Recognition using the Invariant Pixel-Set Signature

A new object recognition method, the Invariant Pixel Set Signature (IPSS), is introduced. Objects are represented with a probability density on the space of invariants computed from measurements (pixel values) inside convex hulls of n-tuples of interest points. Experimentally the method is tested on COIL

• Type: Conference
• Year: 2000
• Where: BMVC
• Authors: Jiri Matas, J. Burianek, Josef Kittler
• Keywords: Average Match Percentile, BMVC 2000, Computer Vision, Convex Hulls, Pixel Set Signature