100 Hue test1/f noise108 Megapixel1-bit matrix completion180 degree images1 MICRON PIXELS133-MEGAPIXEL1st and 2nd FM generation 3D halftoning
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2.5D2D2AFC2-D barcodes2D-TO-3D CONVERSION ARTIFACTS2D printing2.5 D printing2D/3D imaging, high performance computing, imaging systems, efficient computations and storage2.5D PRINTING2.5D printing2D AND 3D CONVERTIBLE DISPLAY2D to Hologram conversion2-d scale2D metrics2D and 3D video2D-plus-depth video2.5D reconstruction2D DCT2D VIEWS
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3D localization3D/4D SCANNING3D-assisted features3D point cloud3D human-centered technologies3D-Anisotropic smoothing3DCNN3D Scene Reconstruction and Modeling3D mesh simplification35MM FILM DIGITIZATION3D projector3D printer3D RECOVERY3D audio3D imaging3D ACQUISITION ARCHITECTURE3D INTERACTION360° VIDEO3D digitization and dissemination3D localization and mapping3D Print Appearance3D colour Digital Image Correlation3D range geometry3D USER INTERFACES3D cinema and TV360-Degree Video Technology3D PROFILE3D TV3A ALGORITHMS360 Video3d mapping360x3D scene capture3-D SHAPE RECOVERY3D DISPLAY3D visual representation3D-high efficiency video coding3D IMAGE3D STIMULI3d video3D surface structure based halftoning3D glasses3D COMPRESSION AND ENCRYPTION3D3D encoding3D vision3D Color Printing360-degree imaging3D Reconstruction3d3D Range Data Encoding3D-printing3DSR3D displays3DViewers3D communications360-degree video3D MESHES3D Display360-degree3D Gaussian splatting3DMM3D Compression and Encryption3D VISUALIZATION3D reconstruction3D MESH3D Iterative Halftoning360° STEREO PANORAMAS3D-CNN3D Lidar3D Scene Reconstruction3D SCENE RECONSTRUCTION AND MODELING3D and 2D3D SHAPE INDEXING AND RETRIEVAL3D SALIENCY3D Meshes3D halftoning3D print3D Video3-T pixel3D-human body detection3D recursive search3D Compression3D Computer Graphics3D object shape3D Models3D Video Conferencing3D Quality360-deg quality assessment360-DEGREE IMAGE3D shape analysis3-D RECONSTRUCTION3D MODELLING3d localization3D Image Processing3D RANGE IMAGING3D theater program listing3D Measurement3D Telepresence3D Data Processing3D-shooting3D position measurement of people3D DIGITIZATION METHOD FOR OIL PAINTINGS3D mesh3D shape indexing and retrieval3D refinement3D-color perception3D display3D video3D-LUT3D/4D Scanning3D perception360 panorama3D stereo vision360-degree image projection360 degrees video360-degree art exhibition3D CAMERAS360-degree images3D Object Detection3D Morphable Model3D MODEL3D PRINTING3D face alignment360-video360-degree video streaming3D depth-map3D mapping and localization3D/4D Data Processing and Filtering360VR3D scene classification3D video processing3D objects3D warping3D surface3D Saliency3D optical scans3D data processing3D surface reproduction3D Range Data3D Modeling3D STACK3D Imaging3D compression3D model3D TRANSFORMATION360-degree Image3D Digital Image Correlation3D image compression3D adaptive halftoning3D-HEVC3D camera3D Data Sources3D Halftoning3D Shape Indexing and Retrieval3D/4D DATA PROCESSING AND FILTERING3D Video Communications3D scene flow estimation3D connected tube model360-degree videos3D Tracking3D EDUCATIONAL MATERIAL3D modelling3D capture3D scanning3D Mapping3D Range Data Compression360 degree images3D affine transformation3D Point Cloud3D Printing3D recovery360-degree content3D Communications3D printing3D PRINTER3D shape3D HALFTONING360 IMAGING3D depth sensing360° video3D Curvelet3ARRI footage3D range scanning3D modeling3D/2D Visuals3D Vision3D Immersion3D digital halftoning3D RECONSTRUCTION3D rigid transformations
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4K4D PRINTING4D-printing4D scanning4K resolution4-AFC Experiment4T PIXEL4D hyperchaos system
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6-DOF60 GHz Wireless6D pose estimation6DoF
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7-1 MICRON PIXELS
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8K SUPER HI-VISION (SHV)8K8K STEREO IMAGING8K UHDTV
UAV Preservation measurement system Nursing Education Stereoscopic display Principal Component Analysis Neuromorphic Imaging optimization Conditional Random Fields IoU Reconstruction inverse problems Deep Learning Demosaicing EfficientDet. convolutional neural network automated labeling Writing systematic review A/D converters weighted integral Microscopy Machine learning explainability Visualization Discomfort Natural Language Processing deep learning Multi-label RGBIR Sensor pixel error model dataset generation Artificial Intelligence multimedia security localization Archival theory Column-parallel ADC layout SfM Art mean opinion score (MOS) Image Processing camera response function Surgery Visualization Acne Multispectral RTI LED illumination Data collection Archaeology halftoning AV TCG signal processing Neural networks Open Source spectral database geometric distortion Mean Opinion Score emotions Convolutional Neural Networks semantics RTI Rendering Image processing Latency studio photography Interactive Narrative Integrity verification Image alignment Object Detector Color space method DRA 3D displays Video Quality building evacuation color difference retro-reflector diffraction. Multispectral Smart City. statistical analysis Hair dye Epipolar Image Plane BRDF unpaired Event simulation Visual Design content detection archives Point cloud Drawing Vulkan Driving Automation Subjective visual experiment Automotive texture perception Poisson-Gaussian Noise image processing Correlation Predictor Disocclusion optical simulation Video Artifacts Sentinel-1 Sensor Fusion Light spectrum analysis transfer learning workflow management Deformation assessment MEMS Schizophrenia specular detection multiple conversion gain Computer vision Mixed Reality Fourier ring correlation Digitization Digital Pixel Sensor Cybersickness image classification Performance assessment Neural Networks Visual resolution Image Forensics time of flight Documentation Discolorization color distribution correlation analysis Algorithms image quality Procedural Rhetoric Image Orientation Neural net accelerators effectiveness of training FPN compensation AI Image Re-Identification Mining Pose estimation Chatbot Adversarial attacks domain adaptation canola seeds capture and post processing workflow Spectrally extended imaging Machine Learning Depth sensing circle detection Open source Remote operation Eye Trackers s-SFR Object Detection Stereoscopic. Augmented reality Realistic mannequins RGB-D camera Interactive object classification perception medical Neural Network Paradata thermal image prism synthetic data Pattern artifact Compression performance Embedded Systems depth encoding computational imaging Crossed mirror arrays Dentistry non-expert IEEE P2020 White point Artificial intelligence embodiment OCR segmentation TDA Processor svBRDF Image quality metrics Machine-to-Machine transmission Modulation transfer function 360° videos Non-RGB Visual noise camera calibration Lidar False color Multitask Learning Cattle traits Thermal Image Information processing film restoration Artifact Field-of-View Environment Simulation enhancement Color Blind Offset calibration 3D sensor Virtual reality (VR) variable precision illuminant super-resolution Meanings Faster RCNN Transfer Learning discharge of justice color correction U-Net silicon-on-insulator (SOI) image perturbations Virtual Reality Max-Margin object detection (MMOD) Point clouds high dynamic range imaging de-mosaic smartphone app Infrared Image Generation all pixel AF Denoising convolutional neural network Heat Map Naked-eye 3D display image inpainting ISO 12233 Data Visualization image matching image enhancement Remosaicing Style Transfer Signal Falloff e-SFR extrapolation Support Vector Classification (SVC) image quality assessment Image Edges hedonics Visualization. Image color adjustment Subjective experiment H.265/HEVC Drones Calibration game model image embedding Multi lane detection Optical Model Computer Vision Locally Weighted Regression Image Database FIAF Camera ISP Autonomous vehicle Augmented Reality object recognition Pruned ResNet Forchheim Image Database small and medium-sized enterprises Multi-scale Autoencoder Network Hair AR service Fisheye images Psycho-Physiological Measurement Certification Automobile panorama immersive VR Automated vision testing 3D interaction techniques ghost Explainable Artificial Intelligence Classification prediction of despeckling efficiency video frame interpolation optical phased array machine learning Spatial frequency response redundant discrete wavelet transform (RDWT) Navigation DCRA Visual Attention History Vision processors compression face recognition Unity game engine Mental Commands Authentically-Distorted Database photography Novice Subject barely open books Hair Rendering Magic Leap One R&D Partnership Portal Smartphone image quality evaluation Spectral Analysis Mathematical visualization Recurrent Neural Network image denoising Frameworks Mapping MRI Ligament Analysis RGB-D image head-mounted display computer vision despeckling acrylic paint Alignment Skilled Subject Autonomous Driving Facsimile Biometrics auditing Knowledge Graph Local binary pattern histogram (LSBH) Reinforcement Learning Color tolerance noise evaluation Full Reference Method low noise ESP32-CAM Focal Stack colors convolutional neural networks Vision testing Shack-Hartmann Wavefront Sensor strategic improvements Domain Adaption ADAS Quality control caustics open-source software Self-supervised learning scatterplot Deep learning. multiclass olfactory integration In-Cabin Monitoring Direct Sparse Odometry silicon photonics Collaboration ISO12233 Multi layer perceptron Phase reconstruction Computer vision task least squares fit Virtual Reality HDR10 Dresden Image Database Temporal chromatic adaptation noise model co-presence color appearance software multispectral Ground truth Interdisciplinary aspects Camera Digital restorer image stacking image clarity enhancement specular and translucent materials psychophysics MLICs Genetic gain. Image Segmentation Vison Camera identification image distortion Illumination Awareness Network light-field Noise Gaming Workflow Multi-Gene genetic programming forgery Hololens T1-weighted H.264 bitstream Image classification Geometry Comparison Wrinkle Quantifying Quality Structural artifact white balance Event modeling Augmented Telepresence ancient Hebrew dataset Original negative bonding haptic perception image visual quality assessment SFR Semantic quantum efficiency User Study color cube Hand gesture Art Analysis System Simulation dichromatic reflection model Multicamera Signal-to-Noise Ratio Changed Based Segmentation NLP odors SNR10 IMU Human Factors and Ergonomics Interferometry Video Conferencing Natural language understanding MTF Camera Noise expert Visual attention Adversarial Network low power see-through skin color image deblurring Storytelling HDR laboratory setup ResNet scanning back Vanitas impulse noise removal moving-object detection Open Access style transfer DeepFake Detection VIS-NIR Imaging temporal dependency model Gray-Level Co-Occurrence Matrix (GLCM) Noise reduction Face recognition camera pose Accountability Dolby Vision Yellow/Blue forced-choice experiment cosmetic recommendation material appearance Traffic light differentiation Metal artifact reduction Medical Application image analysis. Trustworthiness Quality Assurance Scanner glossiness Volumetric Reconstruction Access single-slope ADC Montage Detection Paper Fixatives Convolutional Neural Network Symbolic Regression Dual-energy CT artificial intelligence data visualization. maniscripts camera calilbration Robust camouflage Data Augmentation information behaviors Spatial Frequency Response (SFR) modulation transfer function (MTF) New perspective views. situational awareness color filter array (CFA) virtual target virtual reality Image Quality DXOMARK Image quality evaluation CNN Saliency prediction Timecourse Organic video SPD of illumination Interaction Design Color distortion visualization Optical Coherence Tomography (OCT) exposure bracketing Image Restoration Subjective quality evaluation Quantization neural network GIS Painting Deep learning KG image demosaicing SLAM Pyramid Photon Transfer Curve Image processing Cultural heritage infrared imagery 3D integration texture synthesis Icon slanted edge Sketching ATR U-net Quality of Experience (QoE) Evaluation mobile phone Method of adjustment multicolor LED eye tracking Multispectral imaging Near Infrared Imaging visible image AV1 Single value decomposition depth compression cinematography Coco format Layers Forensic Data Model Material Capture binary segmentation Convolutional neural network imbalanced data Socrates phase-shifting Webcam Multiobjective Optimization judiciary Variance-stabilizing Transformation UX Design Performance evaluation Duplicating positive 3D camera remote sensing image crossmodal associations 3D Haar cascade classifier Multimodal Sensor Fusion SME image super-resolution video reconstruction Pigmentation Loss Function color model image analysis
With the publication of the second edition of the ISO 15739 Standard [1] in 2013 the measurement of “visual noise” became a normative part of the standard. Over the years the algorithm has proven to be useful and reliable for the judgement of the visibility of noise in
images captured by digital cameras. Nevertheless a few aspects of the measurement procedures were questioned by some experts like e.g. the relation of the contrast sensitivity function (csf) for the luminance and the two chrominance channels. And the resulting weighting factors for the three
channels also depend on the csf relation. In addition, some experts would like to use the more common CIELAB space instead of CIELUV.
For these reasons the responsible ISO technical committee 42 working group 18 is looking into a revision of the visual noise section of the standard.
This paper describes the procedure the group is undertaking to solve the remaining issues in the upcoming revision.