Denoising of ASL Data Using Deep Learning Priors Generated From Distribution Remapping
ABSTRACT Purpose To develop an effective deep learning (DL)–based method to denoise arterial spin labeling (ASL) data. Methods Conventional DL–based ASL denoising methods often suffer from overfitting and poor generalization when training data are limited.
Ziyang Xu +9 more
wiley +1 more source
Adaptive super-resolution UAV inspection and image perception strategy planning for distribution networks. [PDF]
Liu J, Xu G, Ma Y.
europepmc +1 more source
Infrared‐Guided Super‐Resolution of Remotely Sensed Passive Microwave Sea Surface Temperature
Abstract High‐resolution sea surface temperature (SST) is essential for weather forecasting and climate applications. Passive microwave (MW) SST offers largely cloud‐penetrating coverage but is coarse and spatially smoothed, whereas infrared (IR) SST resolves fine‐scale structures but is frequently cloud‐obscured.
Wenjie Zhou, Xiaofeng Yang
wiley +1 more source
GSDAT-Net: Enhancing Image Super-Resolution with Grid-Spatial Dual Attention Hybrid Transformer. [PDF]
Liu Y, Wei T, Wang J.
europepmc +1 more source
Abstract Multimodal optical microscopy has recently converged with artificial intelligence (AI) to enable in silico labelling—the computational prediction of fluorescence‐like molecular contrast from label‐free measurements. Fluorescence plays a crucial role in linking microscopy and spectroscopy at molecular level, enabling image formation by means of
A. Diaspro +9 more
wiley +1 more source
Low-dose CT imaging using a regularization-enhanced efficient diffusion probabilistic model. [PDF]
Li Q +6 more
europepmc +1 more source
Design of Large‐Aperture Hybrid Refractive Metalens System
An all‐germanium hybrid refractive–metalens system was constructed by integrating a planar Ge metalens with a single aspheric Ge lens, enabling compact wavefront correction in the LWIR band. The all‐Ge hybrid architecture simplifies conventional multi‐element infrared optics into a lightweight integrated imaging system while maintaining effective ...
Yinpeng Ma +9 more
wiley +1 more source
A two-stage algebraic framework for designing cryptographically strong S-boxes for secure image encryption. [PDF]
Razzaque A +3 more
europepmc +1 more source
A Deep Reconstruction Framework with Ringing Artifact Suppression for Overexposed Remote Sensing Image Restoration. [PDF]
Yang D, Xing Y, Li H, Wang X, Dun X.
europepmc +1 more source
Edge-Aware Short-Chain Diffusion Enables High-Fidelity Sparse-Sampling Optoacoustic Tomography. [PDF]
Fan Y +5 more
europepmc +1 more source

