Component Detection and Evaluation Framework (CDEF): A Semantic Annotation Tool. (August 2020)

• Record Type: Journal Article
• Authors: Jessurun, Nathan; Paradis, Olivia; Roberts, Alexandra; Asadizanjani, Navid
• Is Part Of: Microscopy and microanalysis. Volume 26:(2020)Supplement 2
• Page Start: 1470
• Page End: 1474
• Publication Date: 2020-08
• Subjects: Microscopy -- Periodicals; Microchemistry -- Periodicals; 502.82
• DOI: 10.1017/S1431927620018243
• Languages: English
• ISSNs: 1431-9276

Abstract

Abstract: Image labeling is the process of manually assigning a class to subregions within an image for machine learning applications. When these subregions are complex shapes, this process is known as semantic segmentation. We propose a new software application, the Component Detection and Evaluation Framework (CDEF), for creating such semantic labels. The benefits of CDEF over existing tools are highlighted, and further improvements are proposed.