Image Capture and Representation.- Image Re-processing.- Global and Regional Features.- Local Feature Design Concepts.- Taxonomy of Feature Description Attributes.- Interest Point Detector and Feature Descriptor Survey.- Ground Truth Data, Content, Metrics, and Analysis.- Vision Pipeline and Optimizations.- Feature Learning Architecture Taxonomy and Neuroscience Background.- Feature Learning and Deep Learning Architecture Survey.