14 March 2005 Parameterized sketches from stereo images
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Proceedings Volume 5685, Image and Video Communications and Processing 2005; (2005); doi: 10.1117/12.585858
Event: Electronic Imaging 2005, 2005, San Jose, California, United States
Abstract
In this paper we present an algorithm to automatically generate sketches from stereo image pairs. Stereo analysis is initially performed on the input stereo pair to estimate a dense depth map. An Edge Combination image is computed by localising object contour edges, as indicated by the depth map, within the intensity reference image. We then approximate these pixel-represented contours by devising a new parametric curve fitting algorithm. The algorithm successfully recovers a minimum number of control points required to fit a Bezier curve onto the pixel-edge dataset in the Edge Combination image. Experiments demonstrate how the Edge Combination algorithm, used for dominant edge extraction, can be combined with a curve fitting algorithm to automatically provide parameterized artistic sketches or concept drawings of a real scene.
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Danijela Markovic, Efstathios Stavrakis, Margrit Gelautz, "Parameterized sketches from stereo images", Proc. SPIE 5685, Image and Video Communications and Processing 2005, (14 March 2005); doi: 10.1117/12.585858; https://doi.org/10.1117/12.585858
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KEYWORDS
Image processing

Edge detection

Error analysis

Raster graphics

Video

Cameras

Detection and tracking algorithms

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