AIMC Topic: Lighting

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Unsupervised learning reveals interpretable latent representations for translucency perception.

PLoS computational biology Feb 8, 2023
Humans constantly assess the appearance of materials to plan actions, such as stepping on icy roads without slipping. Visual inference of materials is important but challenging because a given material can appear dramatically different in various sce...
Imaging, Three-Dimensional Unsupervised Machine Learning Humans Attitude Visual Perception Perception Lighting
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RUC-Net: A Residual-Unet-Based Convolutional Neural Network for Pixel-Level Pavement Crack Segmentation.

Sensors (Basel, Switzerland) Dec 21, 2022
Automatic crack detection is always a challenging task due to the inherent complex backgrounds, uneven illumination, irregular patterns, and various types of noise interference. In this paper, we proposed a U-shaped encoder-decoder semantic segmentat...
Image Processing, Computer-Assisted Lighting Neural Networks, Computer
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Machine learning assisted interferometric structured illumination microscopy for dynamic biological imaging.

Nature communications Dec 21, 2022
Structured Illumination Microscopy, SIM, is one of the most powerful optical imaging methods available to visualize biological environments at subcellular resolution. Its limitations stem from a difficulty of imaging in multiple color channels at onc...
Microscopy, Fluorescence Interferometry Machine Learning Lighting
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Depth map guided triplet network for deepfake face detection.

Neural networks : the official journal of the International Neural Network Society Dec 5, 2022
The widespread dissemination of facial forgery technology has brought many ethical issues and aroused widespread concern in society. Most research today treats deepfake detection as a fine grained classification task, which however makes it difficult...
Lighting Deep Learning
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Invertible Neural BRDF for Object Inverse Rendering.

IEEE transactions on pattern analysis and machine intelligence Nov 7, 2022
We introduce a novel neural network-based BRDF model and a Bayesian framework for object inverse rendering, i.e., joint estimation of reflectance and natural illumination from a single image of an object of known geometry. The BRDF is expressed with ...
Bayes Theorem Lighting Algorithms Neural Networks, Computer
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Efficient Detection Method of Pig-Posture Behavior Based on Multiple Attention Mechanism.

Computational intelligence and neuroscience Jul 16, 2022
Due to the low detection precision and poor robustness, the traditional pig-posture and behavior detection method is difficult to apply in the complex pig captivity environment. In this regard, we designed the HE-Yolo (High-effect Yolo) model, which ...
Recognition, Psychology Swine Algorithms Lighting Animals Neural Networks, Computer Posture
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InjectMeAI-Software Module of an Autonomous Injection Humanoid.

Sensors (Basel, Switzerland) Jul 15, 2022
The recent pandemic outbreak proved social distancing effective in helping curb the spread of SARS-CoV-2 variants along with the wearing of masks and hand gloves in hospitals and assisted living environments. Health delivery personnel having undergon...
COVID-19 COVID-19 Vaccines SARS-CoV-2 Software Pandemics Humans Robotics Lighting Vaccination
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DRSNFuse: Deep Residual Shrinkage Network for Infrared and Visible Image Fusion.

Sensors (Basel, Switzerland) Jul 8, 2022
Infrared images are robust against illumination variation and disguises, containing the sharp edge contours of objects. Visible images are enriched with texture details. Infrared and visible image fusion seeks to obtain high-quality images, keeping t...
Artifacts Lighting Neural Networks, Computer Humans Algorithms Image Processing, Computer-Assisted
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Highly robust and soft biohybrid mechanoluminescence for optical signaling and illumination.

Nature communications Jul 7, 2022
Biohybrid is a newly emerging and promising approach to construct soft robotics and soft machines with novel functions, high energy efficiency, great adaptivity and intelligence. Despite many unique advantages of biohybrid systems, it is well known t...
Lighting Mechanical Phenomena Robotics
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Improved Feature-Based Gaze Estimation Using Self-Attention Module and Synthetic Eye Images.

Sensors (Basel, Switzerland) May 26, 2022
Gaze is an excellent indicator and has utility in that it can express interest or intention and the condition of an object. Recent deep-learning methods are mainly appearance-based methods that estimate gaze based on a simple regression from entire f...
Neural Networks, Computer Lighting Face Iris Attention
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