Novel Distributional Visual-Feature Representations for image classification
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-6674-1
Abstract: The Bag-of-Visual-Words (BoVW) representation is a well known strategy to approach many computer vision problems. The idea behind BoVW is similar to the Bag-of-Words (BoW) used in text mining tasks: to build word histograms to… read more here.
Keywords: representations image; image; image classification; novel distributional ... See more keywords
Representations for the image-kernel (p,q)-inverses of block matrices in rings
Sign Up to like & getrecommendations! Published in 2018 at "Georgian Mathematical Journal"
DOI: 10.1515/gmj-2018-0042
Abstract: Abstract We present the conditions for a block matrix of a ring to have the image-kernel ( p , q ) {(p,q)} -inverse in the generalized Banachiewicz–Schur form. We give representations for the image-kernel inverses… read more here.
Keywords: image; image kernel; representations image; kernel inverses ... See more keywords
A study on the clusterability of latent representations in image pipelines
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Neuroinformatics"
DOI: 10.3389/fninf.2023.1074653
Abstract: Latent representations are a necessary component of cognitive artificial intelligence (AI) systems. Here, we investigate the performance of various sequential clustering algorithms on latent representations generated by autoencoder and convolutional neural network (CNN) models. We… read more here.
Keywords: representations image; image pipelines; study clusterability; clusterability latent ... See more keywords