A prior regularized multi-layer graph ranking model for image saliency computation
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.06.072
Abstract: Abstract Bottom-up saliency detection has been widely studied in many applications, such as image retrieval, object recognition, image compression and so on. Saliency detection via manifold ranking (MR) can identify the most salient and important… read more here.
Keywords: saliency; image; layer graph; multi layer ... See more keywords
Constrained spectral clustering via multi–layer graph embeddings on a grassmann manifold
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Applied Mathematics and Computer Science"
DOI: 10.2478/amcs-2019-0010
Abstract: Abstract We present two algorithms in which constrained spectral clustering is implemented as unconstrained spectral clustering on a multi-layer graph where constraints are represented as graph layers. By using the Nystrom approximation in one of… read more here.
Keywords: spectral clustering; constrained spectral; layer graph; multi layer ... See more keywords