“…Our approach here was inspired by previous research in which variance summation modeling has been used to estimate the internal noise and efficiency (i.e., sample size) of texture discrimination mechanisms (Beaudot & Mullen, 2005;Dakin, 2001;Dakin, Bex, Cass, & Watt, 2009;Demanins, Hess, Williams, & Keeble, 1999;Heeley, Buchanan-Smith, Cromwell, & Wright, 1997). For the present case, a benefit of this approach is that, once generated, estimates of the internal noise affecting ensemble processing can be compared to behavioral estimates of the internal noise affecting individualobject processing to address the question of whether or not the internal noise for ensemble processing is lower than that for processing individual items.…”