Impact of Color Space and Color Resolution on Vehicle Recognition Models.

In this study, we analyze both linear and nonlinear color mappings by training on versions of a curated dataset collected in a controlled campus environment. We experiment with color space and color resolution to assess model performance in vehicle recognition tasks. Color encodings can be designed in principle to highlight certain vehicle characteristics or compensate for lighting differences when assessing potential matches to previously encountered objects.

Group for research in pathology education online resources to facilitate pathology instruction.

Background: The Group for Research in Pathology Education (GRIPE) is an organization of pathology educators whose purpose is to promote and facilitate excellence in pathology education. One important function of GRIPE is the maintenance of image and multiple-choice test question data banks. These resources have recently been made available online via the GRIPE Digital Library Web site.