We present a technique for performing three-dimensional (3D) pattern recogn
ition by use of in-line digital holography. The complex amplitude distribut
ion generated by a 3D object at an arbitrary plane located in the Fresnel d
iffraction region is recorded by phase-shifting interferometry. The digital
hologram contains information about the 3D object's shape, location, and o
rientation. This information allows us to perform 3D pattern-recognition te
chniques with high discrimination and to measure 3D orientation changes. Ex
perimental results are presented. (C) 2000 Optical Society of America.