IEEE Trans Image Process - Stereo matching and view interpolation based on image domain triangulation.

Tópicos

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Resumo

This paper presents a new approach for stereo matching and view interpolation problems based on triangular tessellations suitable for a linear array of rectified cameras. The domain of the reference image is initially partitioned into triangular regions using edge and scale information, aiming to place vertices along image edges and increase the number of triangles in textured regions. A region-based matching algorithm is then used to find an initial disparity for each triangle, and a refinement stage is applied to change the disparity at the vertices of the triangles, generating a piecewise linear disparity map. A simple post-processing procedure is applied to connect triangles with similar disparities generating a full 3D mesh related to each camera (view), which are used to generate new synthesized views along the linear camera array. With the proposed framework, view interpolation reduces to the trivial task of rendering polygonal meshes, which can be done very fast, particularly when GPUs are employed. Furthermore, the generated views are hole-free, unlike most point-based view interpolation schemes that require some kind of post-processing procedures to fill holes.

Resumo Limpo

paper present new approach stereo match view interpol problem base triangular tessel suitabl linear array rectifi camera domain refer imag initi partit triangular region use edg scale inform aim place vertic along imag edg increas number triangl textur region regionbas match algorithm use find initi dispar triangl refin stage appli chang dispar vertic triangl generat piecewis linear dispar map simpl postprocess procedur appli connect triangl similar dispar generat full d mesh relat camera view use generat new synthes view along linear camera array propos framework view interpol reduc trivial task render polygon mesh can done fast particular gpus employ furthermor generat view holefre unlik pointbas view interpol scheme requir kind postprocess procedur fill hole

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