Anthropometric measurements, such as the<br>circumferences of the hip, arm, leg and waist, waist-to-hip ratio,<br>and body mass index, are of high significance in obesity and<br>fitness evaluation. In this paper, we present a home based<br>imaging system capable of conducting anthropometric<br>measurements. Body images are acquired at different angles<br>using a home camera and a simple rotating disk. Advanced<br>image processing algorithms are utilized for 3D body surface<br>rec