Predicting Bioconcentration Factors of Per- and Polyfluoroalkyl Substances Using a Directed Message Passing Neural Network with Multimodal Feature Fusion.
Sign Up to like & getrecommendations! Published in 2025 at "Environmental science & technology"
DOI: 10.1021/acs.est.4c13813
Abstract: Amid growing concerns regarding the ecological risks posed by emerging contaminants, per- and polyfluoroalkyl substances (PFASs) present significant challenges for risk assessment due to their structural diversity and the paucity of experimental data on their… read more here.
Keywords: bioconcentration; per polyfluoroalkyl; directed message; multimodal feature ... See more keywords
Multimodal Feature-Guided Pretraining for RGB-T Perception
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2024.3454054
Abstract: Wide-range multiscale object detection for multispectral scene perception from a drone perspective is challenging. Previous RGB-T perception methods directly use backbone pretrained on RGB for thermal infrared feature extraction, leading to unexpected domain shift. We… read more here.
Keywords: rgb perception; feature guided; perception; multimodal feature ... See more keywords
LNIFT: Locally Normalized Image for Rotation Invariant Multimodal Feature Matching
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3165940
Abstract: Severe nonlinear radiation distortion (NRD) is the bottleneck problem of multimodal image matching. Although many efforts have been made in the past few years, such as the radiation-variation insensitive feature transform (RIFT) and the histogram… read more here.
Keywords: locally normalized; multimodal feature; feature; lnift ... See more keywords
Learning Sparse and Discriminative Multimodal Feature Codes for Finger Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3132166
Abstract: Compared with uni-modal biometrics systems, multimodal biometrics systems using multiple sources of information for establishing an individual’s identity have received considerable attention recently. However, most traditional multimodal biometrics techniques generally extract features from each modality… read more here.
Keywords: sparse discriminative; multimodal feature; discriminative multimodal; finger recognition ... See more keywords
Fault diagnosis of agricultural machinery bearings based on multimodal feature fusion
Sign Up to like & getrecommendations! Published in 2025 at "Applied Engineering in Agriculture"
DOI: 10.13031/aea.16264
Abstract: HighlightsAnalyzing the modals with different frequencies in the bearing vibration signal through mode decomposition.Generating time-frequency domain feature for each modal through continuous wavelet transform.Proposing a multi-scale convolutional neural network to extract and fuse multimodal features.… read more here.
Keywords: agricultural machinery; frequency domain; multimodal feature; feature ... See more keywords