Spatio-Temporal Complexity in Nonlinear Image Processing

James P. Crutchfield
Physics Department
University of California
Berkeley, CA 94720, USA

ABSTRACT: This is pictoral survey of pattern dynamics in video feedback and in related numerical models. After a short introduction to video feedback apparatus and concepts from dynamical systems theory, a range of phenomena are presented, from simple attractor types to homogeneous video turbulence. Examples of complex behavior include symmetry-locking chaos, spatial amplification of fluctuations in open flows, dislocations, phyllotaxis, spiral waves, and noise-driven oscillations. Video experiments on nonlinear transformations of the plane are also described. The survey closes with a discussion of the relationship between dynamical systems and nonlinear, iterative image processing.


James P. Crutchfield. "Spatio-Temporal Complexity in Nonlinear Image Processing." IEEE Trans. on Circ. Sys. 35:7 1988: 770-780. [pdf] [Photos1-8] [Photos 9-18] [Photos 19-26] [Photos 27-35] [Photos 36-46]