Abstract: Methods and apparatus for the accurate determination of the identity of human beings by comparing a fingerprint image with previously recorder templates utilize an oil impregnated material to condition a finger by releasing a controlled amount of a lubricant on the finger prior to recording the finger with an electronic scanner. The conditioned finger in then scanned and a fingerprint image is acquired. Different orthogonal sets of features, including but not limited to, minutiae and meniscus or global ridge frequency information are extracted from the fingerprint image. To enhance the matching accuracy, these features are then fused using a rank score combining method. The fused score is compared to a threshold to identify the human being. During the scanning process, the scanned finger is monitored electronically to determine the consistency in position, the quality of the image, and the stationary of the finger.