The Importance of Phase in Neural Representations: An Internal Oppenheim-Lim Test of Image Classifiers

Alper Yıldırım

Oppenheim and Lim (1981) showed that natural images stay recognizable when reconstructed from their Fourier phase alone, while the magnitude carries little of their identity. We as…