19 citations · 23 across the 4 of their papers we have counts for
3 papers · 1 filter
Adaptive strategy for superpixel-based region-growing image segmentation
Mahaman Sani Chaibou, Pierre-Henri Conze, Karim Kalti +2
This work presents a region-growing image segmentation approach based on superpixel decomposition. From an initial contour-constrained over-segmentation of the input image, the ima…
A combined Approach Based on Fuzzy Classification and Contextual Region Growing to Image Segmentation
Mahaman Sani Chaibou, Karim Kalti, Bassel Soulaiman +1
We present in this paper an image segmentation approach that combines a fuzzy semantic region classification and a context based region-growing. Input image is first over-segmented…
Image segmentation by adaptive distance based on EM algorithm
Mohamed Ali Mahjoub, karim kalti
This paper introduces a Bayesian image segmentation algorithm based on finite mixtures. An EM algorithm is developed to estimate parameters of the Gaussian mixtures. The finite mix…