Retraction Note: MHF-UIE a multi-task hybrid fusion method for real-world underwater image enhancement. [PDF]
Xu J, Kiah MLM, Noor RM, Por LY, Wu Y.
europepmc +1 more source
We introduce a vision‐based real‐time monitoring system for additive manufacturing that detects subtle moisture‐induced degradation via a diffusion model‐based framework. The approach enables nondestructive assessment of moisture‐induced damage level and mechanical performance and establishes a practical route toward more intelligent, reliable, and ...
Jiyoung Jung +4 more
wiley +1 more source
Hybrid-domain attention learning for lightweight underwater image enhancement and real-time vision deployment. [PDF]
Jiang S, Sun C, Liu X.
europepmc +1 more source
A pneumatically actuated multi‐tissue microphysiological system is integrated with AI‐based machine vision and automatic sampling and replenishment systems. The platform allows for the emulation of translationally relevant long‐term pharmacokinetic exposure scenarios for multiple weeks while enabling longitudinal monitoring of response biomarkers ...
Jibbe Keulen +15 more
wiley +1 more source
A Multimodal Acousto-Optic Dataset for Underwater Image Enhancement, Detection, and Reconstruction. [PDF]
Chu X +14 more
europepmc +1 more source
Bistable Networks Enable Complex Shape Changes
Transition‐controlled metamaterials are networks of bistable mechanical memory that store local binary states and express them as global shape change. By decoupling low‐force programming from high‐force holding, a single lattice is reconfigured into distinct 2D profiles and 3D surfaces without continuous actuation, enabling reusable morphing materials ...
Sawyer Thomas, Jeffrey Lipton
wiley +1 more source
GPRF-HPNet Physics-guided texture-aware fusion for real-world underwater image enhancement. [PDF]
Xu J +6 more
europepmc +1 more source
Toward High‐Resolution Polymeric Neural Interfaces: A Practical Guide for Electron Beam Lithography
Electron beam lithography (EBL) enables sub‐micron patterning of polymer‐based neural implants, overcoming the resolution limits of optical lithography. By addressing challenges such as charging, non‐planarity, and substrate heating, it supports higher channel density, improved miniaturization, and better long‐term tissue integration.
Hanna Karlsson‐Fernberg, Maria Asplund
wiley +1 more source
GAN-based underwater image enhancement and scene classification using transfer learning. [PDF]
Homoud A, Das S.
europepmc +1 more source
An Underwater Image Enhancement Method for a Preprocessing Framework Based on Generative Adversarial Network. [PDF]
Jiang X +6 more
europepmc +1 more source

