Abstract: Methods and apparatus to monitor in-store media and consumer traffic related to retail environments are disclosed herein. In a disclosed example method to monitor a monitored establishment, a survey is presented to an auditor and a user-provided survey response is received indicative of a condition in a monitored establishment that affects an accuracy of shopper count information provided by the auditor. Instructions are displayed to the auditor to sequentially move to a plurality of predetermined locations in the monitored establishment and collect a shopper count corresponding to each of the predetermined locations. The example method also involves receiving and storing each of the plurality of shopper counts.

Abstract: Described are a method and an apparatus for generating a forecast weather image such as a forecast weather radar image. The method uses filters to approximate viscous alignment and to thereby determine displacement fields having meaningful structure. In various embodiments a power-law energy spectrum is utilized for deformations in the displacement field through the application of a set of Gabor filters. The Gabor filters are applied in a sequential manner to gradient error images and values of modes of motions corresponding to the Gabor filters are determined. The values are used to generate the displacement field which can then be applied to an existing weather image to generate a forecast weather image.

Abstract: Described are a method and an apparatus for generating a forecast weather image such as a forecast weather radar image. The method uses filters to approximate viscous alignment and to thereby determine displacement fields having meaningful structure. In various embodiments a power-law energy spectrum is utilized for deformations in the displacement field through the application of a set of Gabor filters. The Gabor filters are applied in a sequential manner to gradient error images and values of modes of motions corresponding to the Gabor filters are determined. The values are used to generate the displacement field which can then be applied to an existing weather image to generate a forecast weather image.