As feed intake is an expensive trait to measure in a breeding program, this study investigated whether body surface temperature was correlated with feed efficiency in the turkey. Infrared images were captured on male turkeys in individual feeding cages at approximately 19-weeks of age. Body surface temperature was measured on the eye, head, distal metatarsus, and neck of the birds with temperatures ranging from 34 degrees C to 40 degrees C. Body weight, feed intake, and weight gain data were collected and feed efficiency was measured as residual feed intake (RFI) and feed conversion ratio (FCR). Distal metatarsus temperature showed moderate correlations with body weight (0.15), average daily gain (0.26) and feed intake (0.23). Surface temperature of the head, eye, and neck were not as strongly correlated with these production traits. The feed efficiency traits showed low correlations with eye temperature ranging from -0.05 to -0.12 and surface temperatures at the head, distal metatarsus, and neck were not correlated with feed efficiency. Surface temperature traits explained only a small proportion of variation in feed intake. While the collection of infrared images was efficient and required minimal contact with the caged birds, the low correlations indicate that the technology, as used in this study, has limited advantages for increasing the accuracy of selection for feed efficiency. (C) 2012 Elsevier Ltd. All rights reserved.