Title :
A New Method for Texture Fields Synthesis: Some Applications to the Study of Human Vision
Author :
Gagalowicz, Andre
Author_Institution :
Institut de Recherche d´´Informatique et d´´Automatique, Le Chesnay, France.
Abstract :
We present a general method to synthesize a stochastic process from its a priori given second-order statistics. Some new results, including a new conjecture dealing with visual discrimination of stochastic texture fields, are also given.
Keywords :
Humans; Probability distribution; Statistical analysis; Statistical distributions; Statistics; Stochastic processes; Testing; Second-order statistics; stochastic process synthesis; texture fields; vision modeling;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1981.4767145
