AIMC Topic: Lighting

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Personalized Exposure Control Using Adaptive Metering and Reinforcement Learning.

IEEE transactions on visualization and computer graphics Aug 15, 2018
We propose a reinforcement learning approach for real-time exposure control of a mobile camera that is personalizable. Our approach is based on Markov Decision Process (MDP). In the camera viewfinder or live preview mode, given the current frame, our...
Humans Lighting Markov Chains Semantics Photography Neural Networks, Computer Databases, Factual Image Processing, Computer-Assisted
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Evaluating the influence of road lighting on traffic safety at accesses using an artificial neural network.

Traffic injury prevention Aug 7, 2018
OBJECTIVES: This article focuses on the effect of road lighting on road safety at accesses to quantitatively analyze the relationship between road lighting and road safety.
Automobile Driving Humans Accidents, Traffic Neural Networks, Computer Safety Lighting Algorithms China Environment Design
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Using machine-learning to optimize phase contrast in a low-cost cellphone microscope.

PloS one Mar 1, 2018
Cellphones equipped with high-quality cameras and powerful CPUs as well as GPUs are widespread. This opens new prospects to use such existing computational and imaging resources to perform medical diagnosis in developing countries at a very low cost....
Lighting Microscopy, Phase-Contrast Smartphone Machine Learning Printing, Three-Dimensional Algorithms Light
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Automated tongue diagnosis on the smartphone and its applications.

Computer methods and programs in biomedicine Dec 24, 2017
Tongue features are important objective basis for clinical diagnosis and treatment in both western medicine and Chinese medicine. The need for continuous monitoring of health conditions inspires us to develop an automatic tongue diagnosis system base...
Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Smartphone Humans Algorithms Temperature Color Equipment Design Lighting Tongue Support Vector Machine Medicine, Chinese Traditional Taiwan Liver Diseases
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Metal-free virucidal effects induced by g-CN under visible light irradiation: Statistical analysis and parameter optimization.

Chemosphere Dec 20, 2017
Waterborne viruses with a low infectious dose and a high pathogenic potential pose a serious risk for humans all over the world, calling for a cost-effective and environmentally-friendly inactivation method. Optimizing operational parameters during t...
Disinfection Lighting Virus Inactivation Temperature Graphite Catalysis Water Pollutants Metals Nitriles Light
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Automatic hemolysis identification on aligned dual-lighting images of cultured blood agar plates.

Computer methods and programs in biomedicine Dec 18, 2017
BACKGROUND AND OBJECTIVE: The recent introduction of Full Laboratory Automation systems in clinical microbiology opens to the availability of streams of high definition images representing bacteria culturing plates. This creates new opportunities to ...
Agar Signal Processing, Computer-Assisted Programming Languages Reproducibility of Results Humans Urinary Tract Infections Hemolysis Bacteria Software Lighting Electronic Data Processing Models, Statistical Algorithms
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Object Extraction in Cluttered Environments via a P300-Based IFCE.

Computational intelligence and neuroscience Jun 27, 2017
One of the fundamental issues for robot navigation is to extract an object of interest from an image. The biggest challenges for extracting objects of interest are how to use a machine to model the objects in which a human is interested and extract t...
Humans Robotics Color Lighting Brain-Computer Interfaces Event-Related Potentials, P300
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Supervised Filter Learning for Representation Based Face Recognition.

PloS one Jul 14, 2016
Representation based classification methods, such as Sparse Representation Classification (SRC) and Linear Regression Classification (LRC) have been developed for face recognition problem successfully. However, most of these methods use the original ...
Face Pattern Recognition, Automated Facial Recognition Databases, Factual Lighting Image Interpretation, Computer-Assisted Artificial Intelligence Algorithms
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Learning Low-Rank Class-Specific Dictionary and Sparse Intra-Class Variant Dictionary for Face Recognition.

PloS one Nov 16, 2015
Face recognition is challenging especially when the images from different persons are similar to each other due to variations in illumination, expression, and occlusion. If we have sufficient training images of each person which can span the facial v...
Male Models, Statistical Sample Size Least-Squares Analysis Lighting Image Interpretation, Computer-Assisted Humans Algorithms Databases, Factual Female Artificial Intelligence Pattern Recognition, Automated Machine Learning Facial Recognition Software
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Color Correction Parameter Estimation on the Smartphone and Its Application to Automatic Tongue Diagnosis.

Journal of medical systems Nov 2, 2015
BACKGROUND: An automatic tongue diagnosis framework is proposed to analyze tongue images taken by smartphones. Different from conventional tongue diagnosis systems, our input tongue images are usually in low resolution and taken under unknown lightin...
Regression Analysis Color Lighting Tongue Smartphone Humans Image Enhancement Support Vector Machine Medicine, Chinese Traditional
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