FG-UNet: fine-grained feature-guided UNet for segmentation of weeds and crops in UAV images.
Sign Up to like & getrecommendations! Published in 2024 at "Pest management science"
DOI: 10.1002/ps.8489
Abstract: BACKGROUND Semantic segmentation of weed and crop images is a key component and prerequisite for automated weed management. For weeds in unmanned aerial vehicle (UAV) images, which are usually characterized by small size and easily… read more here.
Keywords: feature guided; segmentation; grained feature; fine grained ... See more keywords
A feature-guided, focused 3D signal permutation method for subtomogram averaging.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of structural biology"
DOI: 10.1016/j.jsb.2022.107851
Abstract: Advances in electron microscope instrumentation, cryo-electron tomography data collection, and subtomogram averaging have allowed for the in-situ visualization of molecules and their complexes in their native environment. Current data processing pipelines commonly extract subtomograms as… read more here.
Keywords: feature guided; subtomogram averaging; signal permutation; permutation ... See more keywords
Theoretical and numerical investigations of the nonlinear acoustic response of feature guided waves in a welded joint
Sign Up to like & getrecommendations! Published in 2021 at "Wave Motion"
DOI: 10.1016/j.wavemoti.2020.102696
Abstract: Abstract The propagation characteristics of feature guided waves (FGWs) in topographical waveguides, such as welded joints, have been widely investigated. However, most of these investigations analyzed linear acoustic characteristics. Considering the high sensitivity of nonlinear… read more here.
Keywords: feature guided; welded joint; acoustic response; nonlinear acoustic ... See more keywords
Feature-guided multilayer encoding–decoding network for segmentation for 3D intraoral scan data
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-16360-3
Abstract: Accurate segmentation of malocclusion is crucial in orthodontic diagnosis and treatment planning, but existing deep learning methods seriously affect the reliability of clinical applications due to poor robustness and feature confusion between neighboring tooth classes… read more here.
Keywords: feature guided; proposed method; segmentation; points points ... 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
Scattering Feature Guided Open-Set Recognition Model for UWB Radar Vehicles Target
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2025.3614595
Abstract: This article proposes a scattering feature-guided open-set recognition (OSR) framework for ultra-wideband (UWB) radar vehicle targets in open-set scenarios. Within this framework, we introduce a supervised contrastive reciprocal learning (SCRL) based OSR model that leverages… read more here.
Keywords: feature guided; scattering feature; open set; uwb radar ... See more keywords
Feature-Guided Zero-Shot Learning for Handwriting Verification Using Inertial Sensors
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2025.3564065
Abstract: In an increasingly digital world, there is an unprecedented demand in intelligent society for biometric recognition systems that balance security with convenience. Traditional methods, such as passwords and PINs, are vulnerable to breaches and impose… read more here.
Keywords: feature guided; guided zero; inertial sensors; identity ... See more keywords
Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3164088
Abstract: Registration of multiple stained images is a fundamental task in histological image analysis. In supervised methods, obtaining ground-truth data with known correspondences is laborious and time-consuming. Thus, unsupervised methods are expected. Unsupervised methods ease the… read more here.
Keywords: structural feature; registration; histological image; feature guided ... See more keywords
Level-Wise Feature-Guided Cascading Ensembles for Credit Scoring
Sign Up to like & getrecommendations! Published in 2025 at "Symmetry"
DOI: 10.3390/sym17060914
Abstract: Accurate credit scoring models are essential for financial risk management, yet conventional approaches often fail to address the complexities of high-dimensional, heterogeneous credit data, particularly in capturing nonlinear relationships and hierarchical dependencies, ultimately compromising predictive… read more here.
Keywords: feature guided; credit scoring; level wise; credit ... See more keywords