Digital Commons Network^™

Processing Global Properties In Scene Categorization, Hanshu Zhang

Browse all Theses and Dissertations

The current research examined the role of global properties in human observers' scene perception. In Experiment 1, comparisons of four global properties ("natural", "manmade", "open", and "closed") were collected online from a wide range of subjective choices. These answers were analyzed in a pairwise comparison model to generate four standardized reference ranking scales describing the extent to which characteristics can describe scene global properties. In Experiment 2, scene images selected from the reference scales were used to test human's performance in processing global properties conjunctively. Cognitive modeling indicated that human observers were more efficient in categorizing scene images as "natural …