6533b85efe1ef96bd12bfbef

RESEARCH PRODUCT

Free segmentation in rendered 3D images through synthetic impulse response in integral imaging

Emilio Sánchez-ortigaAnabel LlavadorManuel Martínez-corralBahram JavidiGenaro Saavedra

subject

Blind deconvolutionIntegral imagingbusiness.industrySegmentationComputer visionDeconvolutionArtificial intelligenceImpulse (physics)Stereo displaybusinessReconstruction methodImpulse responseMathematics

description

Integral Imaging is a technique that has the capability of providing not only the spatial, but also the angular information of three-dimensional (3D) scenes. Some important applications are the 3D display and digital post-processing as for example, depth-reconstruction from integral images. In this contribution we propose a new reconstruction method that takes into account the integral image and a simplified version of the impulse response function (IRF) of the integral imaging (InI) system to perform a two-dimensional (2D) deconvolution. The IRF of an InI system has a periodic structure that depends directly on the axial position of the object. Considering different periods of the IRFs we recover by deconvolution the depth information of the 3D scene. An advantage of our method is that it is possible to obtain nonconventional reconstructions by considering alternative synthetic impulse responses. Our experiments show the feasibility of the proposed method.

https://doi.org/10.1117/12.2223131