Title :
ISR: a database for symbolic processing in computer vision
Author :
Brolio, John ; Draper, Bruce A. ; Beveridge, J. Ross ; Hanson, Allen R.
Author_Institution :
Dept. of Comput. & Inf. Sci., Massachusetts Univ., Amherst, MA, USA
Abstract :
ISR (international symbolic representation), a representation and management system for use at the intermediate (symbolic) level of vision, is described. ISR mediates access to intermediate-level vision data and forms an active interface to the higher-level inference processes that construct an image´s interpretation. The system supports important types of data and operations and can be adapted to the changing needs of ongoing research. It provides a centralized data representation that supports integration of results from multiple avenues of research into the overall vision system. ISR´s underlying computational paradigm is explained, database requirements for image interpretation are identified, the ISR data management system is described, and the use of ISR is discussed.<>
Keywords :
computer vision; computerised picture processing; database management systems; inference mechanisms; knowledge representation; symbol manipulation; ISR; active interface; centralized data representation; computer vision; data management system; database; image interpretation; inference processes; international symbolic representation; symbolic processing; Computer vision; Digital images; Image databases; Image sensors; Knowledge management; Knowledge representation; Layout; Machine vision; Sensor arrays; Sensor systems;