Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of biomedical informatics"
DOI: 10.1016/j.jbi.2022.104037
Abstract: Nuclear cataract (NC) is an age-related cataract disease. Cataract surgery is an effective method to improve the vision and life quality of NC patients. Anterior segment optical coherence tomography (AS-OCT) images are noninvasive, reproductive, and… read more here.
Keywords: feature; classification; feature squeeze; adaptive feature ... See more keywords
Modified Jaccard index analysis and adaptive feature selection for location fingerprinting with limited computational complexity
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Location Based Services"
DOI: 10.1080/17489725.2019.1577505
Abstract: ABSTRACT We propose an approach for fingerprinting-based positioning which reduces the data requirements and computational complexity of the online positioning stage. It is based on a segmentation of the entire region of interest into subregions,… read more here.
Keywords: modified jaccard; adaptive feature; feature selection; selection ... See more keywords
Adaptive and Feature-Preserving Mesh Denoising Schemes Based on Developmental Guidance
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3025227
Abstract: Distinguishing among different kinds of features as well as noises on 3D mesh models is crucial for feature-preserving mesh denoising. This paper proposes to address this issue via in-depth analysis of the intermediate products of… read more here.
Keywords: adaptive feature; feature; preserving mesh; feature preserving ... See more keywords
Accelerated Adaptive Feature Balance Technique Based on TEMD for Hyperspectral Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3193503
Abstract: Tridimensional empirical mode decomposition (TEMD) has been successfully employed as a powerful tool for hyperspectral classification. It achieves good performance to analyze nonlinear/nonstationary data and capture abstract features of hyperspectral images (HSIs). However, the major… read more here.
Keywords: adaptive feature; hyperspectral classification; accelerated adaptive; balance ... See more keywords
A Stable Lightweight and Adaptive Feature Enhanced Convolution Neural Network for Efficient Railway Transit Object Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3156267
Abstract: Obstacles in front of a train pose a significant threat to traffic safety, and many accidents happen under shunting mode when the speed of a train is below 45 km/h. The existing track object–detection algorithms… read more here.
Keywords: railway; network; adaptive feature; feature ... See more keywords
Adaptive Feature Selection and Construction for Day-Ahead Load Forecasting Use Deep Learning Method
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2021.3110577
Abstract: As a networked cyber physical system, smart grid plays an important role in improving energy efficiency, which has higher prediction accuracy requirement for load forecasting to realize intelligent dispatching. The existing works of load forecasting… read more here.
Keywords: prediction accuracy; load forecasting; method; selection construction ... See more keywords
Adaptive Feature Selection With Augmented Attributes.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3238011
Abstract: In many dynamic environment applications, with the evolution of data collection ways, the data attributes are incremental and the samples are stored with accumulated feature spaces gradually. For instance, in the neuroimaging-based diagnosis of neuropsychiatric… read more here.
Keywords: adaptive feature; feature; selection augmented; augmented attributes ... See more keywords