Time series model for texture synthesis

Coding of Aerial Reconnaissance Images for Transmission over Noisy Channels.

“…McCormick and Jayaramanurthy have obtained similar results using a slightly more complicated model [ 51].…”

“…McCor mick and Jayaramanurthy using a seasonal autoregressive integrated movin g avera ge model [ 51]. The model is also de m on str a ted in a d i f f e r e n t ial pulse code modulation scheme (DPCM) .…”

Performance Evaluation of Cancer Diagnostics Using Autoregressive Features with SVM Classifier: Applications to Brain Cancer Histopathology

“…For the first time, this linear dependency was tested with an autoregression model by McCormick and Jayaramamurthy. [37] They have also used this dependency in synthesis experiments.…”

Mosaic Models for Image Analysis and Synthesis.

“…Time series analysis (1 ] has been extensively used (2,3,12] to study visual textures. The image is TV scanned to provide a one-dimensional series of gray level fluctuations , which is treated as a one-dimensional stochastic process evolving in "time" .…”

“…We denote the series by [Z]. he dependence of the current value of the random variable Z , Z~, on the past values of Z and a is expressed in different ways, and this gives rise to several different models [12].…”