Beyond Eleven Color Names for Image Understanding
Sign Up to like & getrecommendations! Published in 2017 at "Machine Vision and Applications"
DOI: 10.1007/s00138-017-0902-y
Abstract: Color description is one of the fundamental problems of image understanding. One of the popular ways to represent colors is by means of color names. Most existing work on color names focuses on only the… read more here.
Keywords: discriminative power; color; additional color; color names ... See more keywords
Discriminative power of intra-retinal layers in early multiple sclerosis using 3D OCT imaging
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Neurology"
DOI: 10.1007/s00415-018-8988-3
Abstract: ObjectiveTo evaluate volumetric changes and discriminative power of intra-retinal layers in early-stage multiple sclerosis (MS) using a 3D optical coherence tomography (OCT) imaging method based on an in-house segmentation algorithm.Methods3D analysis of intra-retinal layers was… read more here.
Keywords: discriminative power; power intra; intra retinal; retinal layers ... See more keywords
Discrimination-aware Network Pruning for Deep Model Compression
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3066410
Abstract: We study network pruning which aims to remove redundant channels/kernels and accelerate the inference of deep networks. Existing pruning methods either train from scratch with sparsity constraints or minimize the reconstruction error between the feature… read more here.
Keywords: discriminative power; model; network pruning; discrimination aware ... See more keywords