Implicit neural prior‐guided diffusion for spectral CT reconstruction
Sign Up to like & getrecommendations! Published in 2025 at "Medical Physics"
DOI: 10.1002/mp.17946
Abstract: Spectral computed tomography (CT) plays a crucial role in various fields. However, the cumulative radiation dose from repeated x‐ray CT examinations has raised concerns about potential health risks. Reducing the projection view is an effective… read more here.
Keywords: spectral reconstruction; prior guided; implicit neural; neural prior ... See more keywords
APRIL: Anatomical prior-guided reinforcement learning for accurate carotid lumen diameter and intima-media thickness measurement
Sign Up to like & getrecommendations! Published in 2021 at "Medical image analysis"
DOI: 10.1016/j.media.2021.102040
Abstract: Carotid artery lumen diameter (CALD) and carotid artery intima-media thickness (CIMT) are essential factors for estimating the risk of many cardiovascular diseases. The automatic measurement of them in ultrasound (US) images is an efficient assisting… read more here.
Keywords: prior guided; lumen diameter; anatomical prior; guided reinforcement ... See more keywords
Component Semantic Prior Guided Generative Adversarial Network for Face Super-Resolution
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2921859
Abstract: Face super-resolved (SR) images aid human perception. The state-of-the-art face SR methods leverage the spatial location of facial components as prior knowledge. However, it remains a great challenge to generate natural textures. In this paper,… read more here.
Keywords: face; component semantic; face super; semantic prior ... See more keywords
Prior Guided Transformer for Accurate Radiology Reports Generation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3197162
Abstract: In this paper, we propose a prior guided transformer for accurate radiology reports generation. In the encoder part, a radiograph is firstly represented by a set of patch features, which is obtained through a convolutional… read more here.
Keywords: radiology; accurate radiology; guided transformer; transformer accurate ... See more keywords
MetPGNet: Meteorological Prior Guided Network for Temperature Forecasting
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3129791
Abstract: High temperature is one of the most severe disasters in the world, which causes the death of millions of people each year. Accurate temperature forecasting, as a key member of weather prediction, is of great… read more here.
Keywords: metpgnet meteorological; meteorological prior; guided network; prior guided ... See more keywords
PLGNet: Prior-Guided Local and Global Interactive Hybrid Network for Face Super-Resolution
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2024.3403713
Abstract: Recent CNN-driven face super-resolution (FSR) technologies have achieved excellent breakthroughs by incorporating facial prior knowledge. However, most of them suffer from some obvious limitations. They always estimate facial priors from input low-resolution (LR) faces or… read more here.
Keywords: prior guided; local global; plgnet; face super ... See more keywords
Prior-Guided Adversarial Learning With Hypergraph for Predicting Abnormal Connections in Alzheimer’s Disease
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2023.3344641
Abstract: Alzheimer’s disease (AD) is characterized by alterations of the brain’s structural and functional connectivity during its progressive degenerative processes. Existing auxiliary diagnostic methods have accomplished the classification task, but few of them can accurately evaluate… read more here.
Keywords: adversarial learning; alzheimer disease; disease; prior guided ... See more keywords
Normality Prior-Guided Multisemantic Fusion Network for Unsupervised Image Anomaly Detection
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2025.3593554
Abstract: Recently, detecting logical anomalies has become a more challenging task compared to detecting structural ones. Existing encoder–decoder-based methods typically compress inputs into low-dimensional bottlenecks on the assumption that the compression process can effectively suppress the… read more here.
Keywords: semantics; normality prior; prior guided; guided multisemantic ... See more keywords
Rethinking Prior-Guided Face Super-Resolution: A New Paradigm With Facial Component Prior.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3201448
Abstract: Recently, facial priors (e.g., facial parsing maps and facial landmarks) have been widely employed in prior-guided face super-resolution (FSR) because it provides the location of facial components and facial structure information, and helps predict the… read more here.
Keywords: component; facial priors; face; resolution ... See more keywords