Browsing by Author "Aytekin, Caglar"
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Extended quantum cuts for unsupervised salient object extraction
Aytekin, Caglar; Ozan, Ezgi Can; Kiranyaz, Serkan; Gabbouj , Moncef ( Springer New York LLC , 2017 , Article)In this manuscript, an unsupervised salient object extraction algorithm is proposed for RGB and RGB-Depth images. Saliency estimation is formulated as a foreground detection problem. To this end, Quantum-Cuts (QCUT), a ... -
Salient object segmentation based on linearly combined affinity graphs
Aytekin, Caglar; Iosifidis, Alexandros; Kiranyaz, Serkan; Gabbouj, Moncef ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)In this paper, we propose a graph affinity learning method for a recently proposed graph-based salient object detection method, namely Extended Quantum Cuts (EQCut). We exploit the fact that the output of EQCut is ...