Representation Of Objects In A Volumetric Frequency Domain With Application To Face Recognition

A novel method for representing 3-D objects that unifies viewer and model centered object representations is presented. A unified 3-D frequency-domain representation (called Volumetric/Iconic Spectral Signatures - V/ISS) encapsulates both the spatial structure of the object and a continuum of its views in the same data structure. The frequency-domain image of an object viewed from any direction can be directly extracted employing an extension of the Projection Slice Theorem, where each Fouriertransformed view is a planar slice of the volumetric frequency representation. The V/ISS representation can be employed for pose-invariant recognition of complex objects such as faces. The recognition and pose estimation is based on an efficient matching algorithm in a four dimensional Fourier space. Experimental examples of pose estimation and recognition of faces are also presented.

• Type: Conference
• Year: 1997
• Where: CVPR
• Authors: Jezekiel Ben-Arie, Dibyendu Nandy
• Keywords: 3-D Frequency-domain Representation, Computer Vision, CVPR 1997, Frequency-domain Image, Pose Estimation, Projection Slice Theorem, Volumetric Frequency Representation