AIMC Topic: Lighting

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Recent Advances in Structured Illumination Microscopy: From Fundamental Principles to AI-Enhanced Imaging.

Small methods Mar 3, 2025
Structured illumination microscopy (SIM) has emerged as a pivotal super-resolution technique in biological imaging. This review aims to introduce the fundamental principles of SIM, primarily focuses on the latest developments in super-resolution SIM ...
Humans Neural Networks, Computer Artificial Intelligence Image Processing, Computer-Assisted Lighting Microscopy Algorithms Deep Learning
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ILR-Net: Low-light image enhancement network based on the combination of iterative learning mechanism and Retinex theory.

PloS one Feb 13, 2025
Images captured in nighttime or low-light environments are often affected by external factors such as noise and lighting. Aiming at the existing image enhancement algorithms tend to overly focus on increasing brightness, while neglecting the enhancem...
Lighting Image Enhancement Algorithms Image Processing, Computer-Assisted Humans Neural Networks, Computer
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ML-based tooth shade assessment to prevent metamerism in different clinic lights.

Lasers in medical science Jan 24, 2025
The aesthetic understanding has found its place in dental clinics and prosthetic dental treatment. Determining the appropriate prosthetic tooth color between the clinician, patient and technician is a difficult process due to metamerism. Metamerism, ...
Prosthesis Coloring Machine Learning Lighting Humans Color Tooth Algorithms Esthetics, Dental
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When low-light meets flares: Towards Synchronous Flare Removal and Brightness Enhancement.

Neural networks : the official journal of the International Neural Network Society Jan 17, 2025
Low-light image enhancement (LLIE) aims to improve the visibility and illumination of low-light images. However, real-world low-light images are usually accompanied with flares caused by light sources, which make it difficult to discern the content o...
Humans Deep Learning Image Processing, Computer-Assisted Light Neural Networks, Computer Algorithms Fourier Analysis Lighting Image Enhancement
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Illumination-Guided progressive unsupervised domain adaptation for low-light instance segmentation.

Neural networks : the official journal of the International Neural Network Society Nov 29, 2024
Due to limited photons, low-light environments pose significant challenges for computer vision tasks. Unsupervised domain adaptation offers a potential solution, but struggles with domain misalignment caused by inadequate utilization of features at d...
Unsupervised Machine Learning Light Lighting Algorithms Image Processing, Computer-Assisted Humans Neural Networks, Computer
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Illumination-aware divide-and-conquer network for improperly-exposed image enhancement.

Neural networks : the official journal of the International Neural Network Society Sep 12, 2024
Improperly-exposed images often have unsatisfactory visual characteristics like inadequate illumination, low contrast, and the loss of small structures and details. The mapping relationship from an improperly-exposed condition to a well-exposed one m...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Lighting Algorithms Image Enhancement Wavelet Analysis
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Artificial intelligence can regulate light and climate systems to reduce energy use in plant factories and support sustainable food production.

Nature food Sep 9, 2024
Plant factories with artificial lighting (PFALs) can boost food production per unit area but require resources such as carbon dioxide and energy to maintain optimal plant growth conditions. Here we use computational modelling and artificial intellige...
Lighting Artificial Intelligence Carbon Dioxide Climate Food Supply Conservation of Energy Resources Temperature Light
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Image harmonization with Simple Hybrid CNN-Transformer Network.

Neural networks : the official journal of the International Neural Network Society Aug 30, 2024
Image harmonization seeks to transfer the illumination distribution of the background to that of the foreground within a composite image. Existing methods lack the ability of establishing global-local pixel illumination dependencies between foregroun...
Lighting Humans Algorithms Neural Networks, Computer Image Processing, Computer-Assisted
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KineWheel-DeepLabCut Automated Paw Annotation Using Alternating Stroboscopic UV and White Light Illumination.

eNeuro Aug 29, 2024
Uncovering the relationships between neural circuits, behavior, and neural dysfunction may require rodent pose tracking. While open-source toolkits such as DeepLabCut have revolutionized markerless pose estimation using deep neural networks, the trai...
Video Recording Neural Networks, Computer Behavior, Animal Animals Ultraviolet Rays Image Processing, Computer-Assisted Male Lighting Deep Learning Mice Light
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A Comprehensive Survey on Emerging Assistive Technologies for Visually Impaired Persons: Lighting the Path with Visible Light Communications and Artificial Intelligence Innovations.

Sensors (Basel, Switzerland) Jul 25, 2024
In the context in which severe visual impairment significantly affects human life, this article emphasizes the potential of Artificial Intelligence (AI) and Visible Light Communications (VLC) in developing future assistive technologies. Toward this p...
Lighting Self-Help Devices Surveys and Questionnaires Humans Light Artificial Intelligence Persons with Visual Disabilities
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