Multi-Scale Discriminant Analysis and Recognition of Signals and Images

摘要

This dissertation explores multiscale discriminant basis selection, as well asthe improvement of classification reliability through context-dependent integration of soft decisions. These methods are applied to texture and radar signature classification, document image segmentation, and human face recognition.