VisJSClassificator -- Manual Visual Collaborative Classification Graph-based Tool
This tool addresses the need for analysts to handle open set classification tasks, but it is incremental as it builds on existing manual and collaborative approaches with a graph-based method.
The paper tackles the problem of open set classification for image analysis by introducing a manual and collaborative classification tool that uses graph representation, enabling analysts to classify, search, and correlate images without relying on pre-labeled data.
Analysts need to classify, search and correlate numerous images. Automatic classification tools improve the efficiency of such tasks. However, classified data is a prerequisite to develop these tools. Labelling tools are of great use in case of already known classes, but seemed limited for Open Set Classification. This paper presents a manual and collaborative classification tool, which uses graph representation.