A model based on bag of visual words to predict the category of damage in XLPE insulation under the application of combined AC and repeated lightning impulses of both polarities
Sign Up to like & getrecommendations! Published in 2021 at "Electrical Engineering"
DOI: 10.1007/s00202-021-01269-7
Abstract: Cross-linked polyethylene (XLPE) is employed in high-voltage transmission cables, due to their distinguished insulation performance. Localized degradation due to AC voltages is a major cause of damage in these systems. These damages known as electrical… read more here.
Keywords: visual words; damage; model based; insulation ... See more keywords
Transportation Object Detection with Bag of Visual Words Model by PLSA and MLP
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DOI: 10.1007/s11036-018-1075-2
Abstract: Visual big data is an essential and significant research topic, due to its diverse applications. In this paper, a new visual detection method for transportation is proposed based on probabilistic latent semantic analysis with visual… read more here.
Keywords: transportation; detection; visual words; bag visual ... See more keywords
Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques
Sign Up to like & getrecommendations! Published in 2018 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2017.11.019
Abstract: Untreated age-related macular degeneration (AMD), diabetic retinopathy (DR), and glaucoma may lead to irreversible vision loss. Hence, it is essential to have regular eye screening to detect these eye diseases at an early stage and… read more here.
Keywords: pyramid histogram; diagnosis; visual words; fisher vector ... See more keywords
Bag-of-Visual-Words Scene Classifier for Remote Sensing Image Based on Region Covariance
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3174167
Abstract: Scene classification is of great significance to understand the semantics and extract the information of high spatial resolution remote sensing image. The bag-of-visual-words (BOVW) model is an effective method to understand the semantic content of… read more here.
Keywords: remote sensing; visual words; covariance; sensing image ... See more keywords
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2021.3060634
Abstract: This paper introduces a new concept called “transferable visual words” (TransVW), aiming to achieve annotation efficiency for deep learning in medical image analysis. Medical imaging—focusing on particular parts of the body for defined clinical purposes—generates… read more here.
Keywords: visual words; self supervised; anatomy; transferable visual ... See more keywords
A Novel Discriminating and Relative Global Spatial Image Representation with Applications in CBIR
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DOI: 10.3390/app8112242
Abstract: The requirement for effective image search, which motivates the use of Content-Based Image Retrieval (CBIR) and the search of similar multimedia contents on the basis of user query, remains an open research problem for computer… read more here.
Keywords: based image; image; image representation; visual words ... See more keywords
Differential Screening of Herniated Lumbar Discs Based on Bag of Visual Words Image Classification Using Digital Infrared Thermographic Images
Sign Up to like & getrecommendations! Published in 2022 at "Healthcare"
DOI: 10.3390/healthcare10061094
Abstract: Doctors in primary hospitals can obtain the impression of lumbosacral radiculopathy with a physical exam and need to acquire medical images, such as an expensive MRI, for diagnosis. Then, doctors will perform a foraminal root… read more here.
Keywords: digital infrared; visual words; lumbosacral radiculopathy; infrared thermographic ... See more keywords