Using 11 pixels square windows, contrast and entropy measurements are computed on a fine mode RADARSAT-1 image. Choosing appropriate thresholds is sufficient to pinpoint new buildings in vacant areas. Validation of this detection method is carried out over 5 sites presenting diverse physiographic ...