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Improving a Real-Time Neural-Based Stereo Vision System

โœ Scribed by Sergio Taraglio; Andrea Zanela


Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
750 KB
Volume
7
Category
Article
ISSN
1077-2014

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โœฆ Synopsis


Improving a Real-Time Neural-Based Stereo Vision System R efinements of the energy expression of a real-time neural-based stereo vision system are presented. The neural network optimizes a scalar functional, that represents an area-based stereo matching algorithm. The neural system is reviewed and its performances presented. The proposed improvements are in terms of the exploitation of the image chromatic content and of local pixel information relative to the distance from an image feature. Experimental results showing the performance improvements are presented on synthetic and on real images. The hardware implementation currently in progress will straightforwardly benefit from these improvements.


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