Rapid development of computer hardware has lead to enhanced efficiency and performance. Nowadays, three-dimensional virtual environments displayed on computers provide viewers more direct access to visual information. Three-dimensional models possessing high accuracy may enable users to conduct measurement procedures through software programs, saving them time and effort in comparison with conventional measuring processes. These types of three-dimensional models have been utilized for medical purposes, such as dentures (artificial teeth), plastic surgery and pre-operation simulation. However, such surveying instruments are costly. In addition, literature has suggested that stereo models used for medical purposes should possess at least 1 mm accuracy. A rapid surveying process which minimizes the contact with the skin is also a necessary feature to reduce discomfort of the applicant. Based on these requirements, establishing a stereo model that can be subsequently used for measurement and previewing through software is greatly helpful and necessary for pre-operation simulation. In this study, photogrammetric techniques were applied along with non-metric digital cameras to reconstruct the facial image of an alabaster sculpture via non-contact measuring methods. The procedure was then inspected for its applicability on human faces. This study consists of three parts. First, algorithms were applied with a stereo-pair measurement method to measure the locations and heights of existing dots. Experimental results confirmed that the measurement method achieved 1 mm accuracy. Secondly, the Object-Space Matching theory was applied for matching and construction of facial models. These models were then compared with models obtained by Reverse Engineering ATOS, and inspected for the errors. The above approach was applied to construct and display actual facial models through Virtual Reality Modeling Language (VRML). Finally, ten facial landmarks were selected and measured via four different methods. The standard deviations of each method were calculated in order to determine the best measurement method. This method was then applied to measure the facial length and angles of 30 adults (with an average age of 22); statistical results are provided as reference.