Design and evaluation of algorithms for image retrieval by spatial similarity
ACM Transactions on Information Systems (TOIS)
Multimedia Systems - Special issue on content-based retrieval
Photobook: content-based manipulation of image databases
International Journal of Computer Vision
A Case-Based Framework for Interactive Capture and Reuse of Design Knowledge
Applied Intelligence
Proceedings of the 1st German Workshop on on Experience Management: Sharing Experiences about the Sharing of Experience
Finding Pictures of Objects in Large Collections of Images
ECCV '96 Proceedings of the International Workshop on Object Representation in Computer Vision II
Proceedings of the Thirteenth Conference on Innovative Applications of Artificial Intelligence Conference
A Two Layer Case-Based Reasoning Architecture for Medical Image Understanding
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
A Case-Based Approach to Image Recognition
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
CBR-Based Ultra Sonic Image Interpretation
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Case-Based Problem Solving for Knowledge Management Systems
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference
CAIVL '97 Proceedings of the 1997 Workshop on Content-Based Access of Image and Video Libraries (CBAIVL '97)
ImageRover: A Content-Based Image Browser for the World Wide Web
CAIVL '97 Proceedings of the 1997 Workshop on Content-Based Access of Image and Video Libraries (CBAIVL '97)
WebSeer: An Image Search Engine for the World Wide Web
WebSeer: An Image Search Engine for the World Wide Web
Capturing task knowledge for geo-spatial imagery
Proceedings of the 2nd international conference on Knowledge capture
Application of a hybrid intelligent decision support model in logistics outsourcing
Computers and Operations Research
A rule-based CBR approach for expert finding and problem diagnosis
Expert Systems with Applications: An International Journal
Application of a hybrid case-based reasoning approach in electroplating industry
Expert Systems with Applications: An International Journal
Design of geologic structure models with case based reasoning
KI'05 Proceedings of the 28th annual German conference on Advances in Artificial Intelligence
| Hi-index | 0.00 |
The amount and availability of high-quality geo-spatial image data, such as digital satellite and aerial photographs, is increasing dramatically. Task-based management of such visual information and associated knowledge is a central concern for organisations that rely on digital imagery. We are developing geo-spatial knowledge management techniques that employ case-based reasoning as the core methodology. In order to provide effective retrieval of task-based experiences that center around geo-spatial imagery, we need to forward novel similarity metrics for directly comparing the image components of experience cases. Based on work in geo-spatial image database retrieval, we are building an effective similarity metric for geo-spatial imagery that makes comparisons based on derived image features, their shapes, and the spatial relations between them. This paper gives an overview of the geo-spatial knowledge management context, describes our image similarity metric, and provides an initial evaluation of the work.