Adaptive Census Transform: A novel hardware-oriented stereovision algorithm

S Perri, P Corsonello, G Cocorullo - Computer Vision and Image …, 2013 - Elsevier
This paper presents a new hardware-oriented approach for the extraction of disparity maps
from stereo images. The proposed method is based on the herein named Adaptive Census
Transform that exploits adaptive support weights during the image transformation; the
adaptively weighted sum of SADs is then used as the dissimilarity metric. Quality tests show
that the proposed method reaches significantly better accuracy than alternative hardware-
oriented approaches. To demonstrate the practical hardware feasibility, a specific …
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