100 Hue test1/f noise108 Megapixel180 degree images1-bit matrix completion133-MEGAPIXEL1 MICRON PIXELS1st and 2nd FM generation 3D halftoning
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2-D barcodes2D-TO-3D CONVERSION ARTIFACTS2D printing2.5D2D2AFC2.5D printing2D AND 3D CONVERTIBLE DISPLAY2.5 D printing2D/3D imaging, high performance computing, imaging systems, efficient computations and storage2.5D PRINTING2x2 On-chip Lens2D and 3D video2D-plus-depth video2D to Hologram conversion2-d scale2D metrics2.5D reconstruction2D VIEWS2D DCT
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3D USER INTERFACES360-Degree Video Technology3D PROFILE3D cinema and TV3D TV360 Video3A ALGORITHMS3-D SHAPE RECOVERY360x3D scene capture3d mapping3D DISPLAY3D-high efficiency video coding3D visual representation3D IMAGE3A Algorithms3d video3D STIMULI3D surface structure based halftoning3D COMPRESSION AND ENCRYPTION3D glasses3DGS3D vision3D3D encoding360-degree imaging3D CG Image3D Color Printing3D Reconstruction3D-printing3d3D Range Data Encoding3D localization3D/4D SCANNING3D-assisted features3D point cloud3D human-centered technologies3D Scene Reconstruction and Modeling3D-Anisotropic smoothing3DCNN3D projector35MM FILM DIGITIZATION3D mesh simplification3D Photogrammetry3D RECOVERY3D printer360° VIDEO3D INTERACTION3D imaging3D audio3D ACQUISITION ARCHITECTURE3D digitization and dissemination3D localization and mapping3D Print Appearance3D colour Digital Image Correlation3D range geometry3D SCENE RECONSTRUCTION AND MODELING3D and 2D3D SHAPE INDEXING AND RETRIEVAL3D Meshes3D SALIENCY3D print3D halftoning3D-human body detection3D recursive search3D Video3-T pixel3D Compression3D Computer Graphics3D object shape3D Models3D Video Conferencing3D Quality3D shape analysis360-deg quality assessment360-DEGREE IMAGE3d localization3-D RECONSTRUCTION3D MODELLING3D Image Processing3D RANGE IMAGING3DSR3D displays3D communications360-degree video3DViewers360-degree3D Display3D MESHES3D Gaussian splatting3DMM3D Compression and Encryption3D VISUALIZATION3D reconstruction3D Iterative Halftoning360° STEREO PANORAMAS3D MESH3D-CNN3D Scene Reconstruction3D Lidar3D depth-map360-degree video streaming360-video3D mapping and localization360VR3D/4D Data Processing and Filtering3D scene classification3D video processing3D warping3D objects3D Gaussian Splatting3D surface3D Saliency3D optical scans3D data processing3D theater program listing3D Measurement3D Telepresence3D image3D Data Processing3D DIGITIZATION METHOD FOR OIL PAINTINGS3DLUT3D-shooting3D position measurement of people3D mesh3D shape indexing and retrieval3D refinement3D display3D-color perception3D-LUT3D video3D/4D Scanning3D stereo vision3D perception360 panorama360 degrees video360-degree art exhibition3D CAMERAS360-degree image projection360-degree images3D Object Detection3D Morphable Model3D MODEL3D PRINTING3D face alignment3D capture3D scanning3D Mapping3D modelling360 degree images3D Range Data Compression3D Point Cloud3D affine transformation3D recovery3D Printing3D Communications360-degree content3D printing3D shape3D PRINTER360 IMAGING3D HALFTONING3D depth sensing3D range scanning360° video3ARRI footage3D Curvelet3D modeling3D/2D Visuals3D skeletal joint point cloud; deep learning; PointNet++ method3D Immersion3D Vision3D digital halftoning3D RECONSTRUCTION3D rigid transformations3D surface reproduction3D Range Data3D Modeling3D STACK3D model3D Imaging3D compression3D TRANSFORMATION360-degree Image3D Digital Image Correlation3D image compression3D-HEVC3D adaptive halftoning3D Data Sources3D Halftoning3D camera3D Video Communications3D/4D DATA PROCESSING AND FILTERING3D Shape Indexing and Retrieval3D scene flow estimation3D connected tube model360-degree videos3D Tracking3D EDUCATIONAL MATERIAL
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4K4D PRINTING4K resolution4-AFC Experiment4D-printing4D scanning4T PIXEL4D hyperchaos system
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5.5 Sigma Threshold50% acceptability ellipsoid
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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)8K video8K8K STEREO IMAGING8K UHDTV
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95% perceptibility ellipsoid
BRDF unpaired Hair dye Epipolar Image Plane content detection archives Event simulation Visual Design Drawing Vulkan Point cloud Driving Automation Subjective visual experiment Automotive Poisson-Gaussian Noise image processing texture perception Correlation Predictor Disocclusion Sentinel-1 Sensor Fusion Light spectrum analysis optical simulation Video Artifacts Deformation assessment MEMS Schizophrenia specular detection workflow management transfer learning Mixed Reality Computer vision multiple conversion gain Digital Pixel Sensor Cybersickness Digitization Fourier ring correlation time of flight Documentation Performance assessment image classification Visual resolution Image Forensics Neural Networks color distribution Discolorization Algorithms correlation analysis Image Orientation Neural net accelerators effectiveness of training image quality Procedural Rhetoric AI Image Re-Identification Pose estimation Mining FPN compensation canola seeds capture and post processing workflow Spectrally extended imaging Machine Learning Chatbot Adversarial attacks domain adaptation Stereoscopic display Nursing Education UAV measurement system Preservation optimization Conditional Random Fields IoU Principal Component Analysis Neuromorphic Imaging inverse problems Deep Learning Demosaicing Reconstruction Writing EfficientDet. convolutional neural network automated labeling Microscopy systematic review A/D converters weighted integral Visualization Discomfort deep learning Natural Language Processing Machine learning explainability Multi-label Artificial Intelligence multimedia security RGBIR Sensor dataset generation pixel error model SfM layout localization Archival theory Column-parallel ADC Acne Surgery Visualization LED illumination Data collection Archaeology Multispectral RTI mean opinion score (MOS) Art camera response function Image Processing TCG signal processing Neural networks halftoning AV geometric distortion emotions Convolutional Neural Networks Mean Opinion Score Open Source spectral database RTI Rendering Image processing Latency studio photography semantics Image alignment Color space Object Detector Interactive Narrative Integrity verification building evacuation Video Quality 3D displays method DRA Multispectral statistical analysis Smart City. color difference retro-reflector diffraction. discharge of justice Faster RCNN Transfer Learning Virtual Reality silicon-on-insulator (SOI) image perturbations Point clouds Max-Margin object detection (MMOD) color correction U-Net de-mosaic high dynamic range imaging smartphone app Heat Map Naked-eye 3D display Infrared Image Generation Denoising convolutional neural network all pixel AF ISO 12233 image inpainting Signal Falloff e-SFR image quality assessment extrapolation Support Vector Classification (SVC) image matching image enhancement Remosaicing Data Visualization Style Transfer Image Edges Subjective experiment H.265/HEVC hedonics Visualization. Image color adjustment image embedding Multi lane detection Computer Vision Optical Model Drones Calibration game model FIAF Camera ISP Autonomous vehicle Locally Weighted Regression Image Database Augmented Reality object recognition Forchheim Image Database Pruned ResNet Multi-scale Autoencoder Network Hair AR service Fisheye images small and medium-sized enterprises panorama Automobile Psycho-Physiological Measurement Certification Explainable Artificial Intelligence Automated vision testing 3D interaction techniques ghost immersive VR prediction of despeckling efficiency Classification optical phased array video frame interpolation circle detection Open source Remote operation Depth sensing Stereoscopic. Augmented reality Realistic mannequins RGB-D camera Eye Trackers Object Detection s-SFR Paradata perception medical Interactive object classification Neural Network thermal image prism synthetic data Embedded Systems Compression performance Pattern artifact Crossed mirror arrays computational imaging depth encoding White point Artificial intelligence IEEE P2020 Dentistry non-expert OCR segmentation TDA Processor embodiment 360° videos Non-RGB Image quality metrics Machine-to-Machine transmission Modulation transfer function svBRDF Multitask Learning Cattle traits Lidar False color Visual noise camera calibration Information processing Thermal Image film restoration Field-of-View Artifact 3D sensor Virtual reality (VR) Offset calibration Color Blind Environment Simulation enhancement Meanings super-resolution variable precision illuminant noise model co-presence HDR10 Dresden Image Database Temporal chromatic adaptation Ground truth color appearance multispectral software image stacking image clarity enhancement Interdisciplinary aspects Camera Digital restorer psychophysics specular and translucent materials MLICs Camera identification image distortion Image Segmentation Vison Genetic gain. Noise Gaming Workflow Illumination Awareness Network light-field T1-weighted Hololens Multi-Gene genetic programming forgery Geometry Comparison Image classification H.264 bitstream Structural artifact white balance Quantifying Quality Wrinkle ancient Hebrew dataset Original negative bonding Augmented Telepresence Event modeling SFR Semantic haptic perception image visual quality assessment System Simulation color cube quantum efficiency User Study Hand gesture Art Analysis Signal-to-Noise Ratio Changed Based Segmentation NLP dichromatic reflection model Multicamera odors SNR10 IMU Human Factors and Ergonomics Video Conferencing Interferometry redundant discrete wavelet transform (RDWT) Navigation DCRA Spatial frequency response machine learning Visual Attention History Vision processors compression Mental Commands face recognition Unity game engine Hair Rendering Magic Leap One R&D Partnership Portal Authentically-Distorted Database barely open books photography Novice Subject image denoising Frameworks Mathematical visualization Smartphone image quality evaluation Spectral Analysis Recurrent Neural Network RGB-D image head-mounted display computer vision MRI Ligament Analysis Mapping acrylic paint despeckling Skilled Subject Alignment Knowledge Graph auditing Local binary pattern histogram (LSBH) Reinforcement Learning Autonomous Driving Facsimile Biometrics noise evaluation Color tolerance ESP32-CAM low noise Full Reference Method Shack-Hartmann Wavefront Sensor strategic improvements Domain Adaption Focal Stack Vision testing colors convolutional neural networks caustics open-source software Quality control ADAS Deep learning. Self-supervised learning scatterplot multiclass olfactory integration Collaboration ISO12233 In-Cabin Monitoring silicon photonics Direct Sparse Odometry Computer vision task Phase reconstruction Virtual Reality least squares fit Multi layer perceptron Image Restoration visualization Optical Coherence Tomography (OCT) exposure bracketing neural network GIS Quantization Subjective quality evaluation Deep learning Painting image demosaicing KG Image processing Pyramid SLAM Photon Transfer Curve Cultural heritage infrared imagery 3D integration Sketching ATR Icon texture synthesis slanted edge Quality of Experience (QoE) mobile phone Evaluation U-net Near Infrared Imaging Multispectral imaging visible image multicolor LED Method of adjustment eye tracking Single value decomposition AV1 Coco format Layers Forensic Data Model cinematography depth compression Material Capture binary segmentation Convolutional neural network imbalanced data Variance-stabilizing Transformation UX Design Multiobjective Optimization judiciary Performance evaluation phase-shifting Webcam Socrates remote sensing image crossmodal associations 3D camera Duplicating positive SME video reconstruction image super-resolution 3D Multimodal Sensor Fusion Haar cascade classifier Loss Function Pigmentation color model image analysis MTF Natural language understanding Camera Noise Storytelling HDR laboratory setup skin color image deblurring expert Visual attention Adversarial Network low power see-through impulse noise removal scanning back ResNet Vanitas VIS-NIR Imaging moving-object detection DeepFake Detection Open Access style transfer Face recognition Gray-Level Co-Occurrence Matrix (GLCM) Noise reduction temporal dependency model Yellow/Blue forced-choice experiment cosmetic recommendation Accountability camera pose Dolby Vision material appearance Metal artifact reduction Medical Application image analysis. Traffic light differentiation glossiness Volumetric Reconstruction Trustworthiness Quality Assurance Scanner single-slope ADC Access Convolutional Neural Network Montage Detection Paper Fixatives Symbolic Regression artificial intelligence data visualization. Dual-energy CT camouflage Data Augmentation maniscripts Robust camera calilbration information behaviors New perspective views. modulation transfer function (MTF) Spatial Frequency Response (SFR) virtual target virtual reality Image Quality situational awareness color filter array (CFA) SPD of illumination Interaction Design Color distortion CNN Saliency prediction DXOMARK Image quality evaluation Timecourse Organic video
This paper analyzes how an experimenter can balance errors in subjective video quality tests between the statistical power of finding an effect if it is there and not claiming that an effect is there if the effect it is not there i.e. balancing Type I and Type II errors. The risk of
committing Type I errors increases with the number of comparisons that are performed in statistical tests. We will show that when controlling for this and at the same time keeping the power of the experiment at a reasonably high level, it will require more test subjects than are normally used
and recommended by international standardization bodies like the ITU. Examples will also be given for the influence of Type I error on the statistical significance of comparing objective metrics by correlation.