Automating image processing for scientific data analysis of a large image database
- 1 January 1996
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in Ieee Transactions On Pattern Analysis and Machine Intelligence
- Vol. 18 (8), 854-859
- https://doi.org/10.1109/34.531806
Abstract
This article describes the Multimission VICAR Planner (MVP): an AI planning system which uses knowledge about image processing steps and their requirements to construct executable image processing scripts to support high-level science requests made to the Jet Propulsion Laboratory (JPL) Multimission Image Processing Subsystem (MIPS). This article describes a general AI planning approach to automation and application of the approach to a specific area of image processing for planetary science applications involving radiometric correction, color triplet reconstruction, and mosaicing in which the MVP system significantly reduces the amount of effort required by image processing experts to fill a typical request.Keywords
This publication has 9 references indexed in Scilit:
- Image processing chain construction by interactive goal specificationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Automated synthesis of image processing procedures for a large-scale image databasePublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Automating image processing for scientific data analysis of a large image databaseIeee Transactions On Pattern Analysis and Machine Intelligence, 1996
- An expert system for the selection and application of image processing subroutinesExpert Systems, 1993
- A Knowledge-Based Approach to Integration of Image Processing ProceduresCVGIP: Image Understanding, 1993
- Approaches to synthesizing image processing programsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1991
- Expert systems for image processing: Knowledge-based composition of image analysis processesComputer Vision, Graphics, and Image Processing, 1989
- The concept and implementation of skeletal plansJournal of Automated Reasoning, 1985
- Planning with constraints (MOLGEN: Part 1)Artificial Intelligence, 1981