Title :
Vision system with depth obtaining capabilities
Author :
Heras, Miguel Las ; Amat, Josep
Author_Institution :
Dept. of Autom. Control & Comput. Eng., Univ. Politecnica de Catalunya, Barcelona, Spain
Abstract :
Obtaining of 3D information from image sequences or stereoscopic images is a key problem, not completely solved, and any improvement in its resolution would bring to light a huge quantity of real life applications. The main difficulties lie in the matching of different elements of every image, the so-called correspondence problem. According to the trend of analysing singular points of the scene, we opt for a system based on the labelling and matching of contours and corners of the scene. Those points have some properties that make the method usable for most kinds of images. In order to obtain the contour information, a new algorithm is developed which is hardware implementable, able to autoadapt its parameters to external characteristics (such as as focus, illumination, contrast, etc.), and provides high reliability to the depth obtaining system. A specialised hardware is designed for contour obtaining and labelling with a fast and highly efficient pipeline architecture that gives the system a fast response time
Keywords :
computer vision; edge detection; image matching; image sequences; pipeline processing; stereo image processing; 3D information acquisition; contour information; contour matching; correspondence problem; depth obtaining capabilities; depth obtaining system; external characteristics; hardware implementable; image matching; image sequences; pipeline architecture; real life applications; response time; specialised hardware; stereoscopic images; vision system; Focusing; Hardware; Image resolution; Image sequences; Labeling; Layout; Lighting; Machine vision; Optimized production technology; Pipelines;
Conference_Titel :
Computational Intelligence and Multimedia Applications, 1999. ICCIMA '99. Proceedings. Third International Conference on
Conference_Location :
New Delhi
Print_ISBN :
0-7695-0300-4
DOI :
10.1109/ICCIMA.1999.798530