Non‐equilibrium‐Growing Aesthetic Ionic Skin for Fingertip‐Like Strain‐Undisturbed Tactile Sensation and Texture Recognition
Sign Up to like & getrecommendations! Published in 2023 at "Advanced Materials"
DOI: 10.1002/adma.202300593
Abstract: Humans use periodically ridged fingertips to precisely perceive the characteristics of objects via ion‐based fast‐ and slow‐adaptive mechanotransduction. However, designing artificial ionic skins with fingertip‐like tactile capabilities remains challenging because of the contradiction between structural… read more here.
Keywords: fingertip like; ionic skin; texture recognition; skin ... See more keywords
Visual texture agnosia in dementia with lewy bodies and Alzheimer’s disease
Sign Up to like & getrecommendations! Published in 2017 at "Journal of the Neurological Sciences"
DOI: 10.1016/j.jns.2017.08.2171
Abstract: Abstract Background Neuroimaging and some clinical studies have reported that the ventral visual pathway is relevant for visual texture recognition. Although a variety of visual deficits have been reported in patients with Alzheimer's disease (AD)… read more here.
Keywords: visuoperceptual functions; alzheimer disease; texture recognition; texture ... See more keywords
Recurrent convolutions of binary-constraint Cellular Neural Network for texture recognition
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.12.119
Abstract: Abstract Texture recognition is one of the most important branches in image research. This paper mainly aims to develop a new solution to address texture recognition using a Cellular Neural Network (CellNN). Firstly, it proposes… read more here.
Keywords: feature maps; feature; texture recognition; neural network ... See more keywords
Frequency-Tuned Universal Adversarial Attacks on Texture Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3202366
Abstract: Although deep neural networks (DNNs) have been shown to be susceptible to image-agnostic adversarial attacks on natural image classification problems, the effects of such attacks on DNN-based texture recognition have yet to be explored. As… read more here.
Keywords: adversarial attacks; frequency; texture recognition; universal adversarial ... See more keywords
Deep convolutional neural networks for regular texture recognition
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.869
Abstract: Regular textures are frequently found in man-made environments and some biological and physical images. There are a wide range of applications for recognizing and locating regular textures. In this work, we used deep convolutional neural… read more here.
Keywords: neural networks; deep convolutional; regular texture; texture recognition ... See more keywords