The fi rst generation of tools and services for digital libraries enabled resource discovery of primarily textual resources and web pages through the manual attachment of simple descriptive data, or metadata. The second generation of indexing tools provided support for new media types (e.g., digital images, audio, and video) and exploited the availability of automatic metadata extraction and segmentation technologies based on advances in image processing, speech recognition, and machine vision.