Multiple View Image Reconstruction: A Harmonic Approach

This paper presents a new constraint connecting the signals in multiple views of a surface. The constraint arises from a harmonic analysis of the geometry of the imaging process and it gives rise to a new technique for multiple view image reconstruction. Given several views of a surface from different positions, fundamentally different information is present in each image, owing to the fact that cameras measure the incoming light only after the application of a low-pass filter. Our analysis shows how the geometry of the imaging is connected to this filtering. This leads to a technique for constructing a single output image containing all the information present in the input images.

• Type: Conference
• Year: 2007
• Where: CVPR
• Authors: Justin Domke, Yiannis Aloimonos
• Keywords: Computer Vision, CVPR 2007, Low-pass Filter, Multiple View Image, Multiple Views, Single Output Image