Song-Chuan Zhao

Self-Supervised Discovery of Discrete Local States in Noisy Image Sequences

Scientific image sequences often feature recurring structures with unknown appearance and dynamics. While traditional methods using predefined templates, noise models, or motion classes work well when targets are known, such assumptions can hinder exploratory analysis where discovering that knowledge is the primary goa...