100 Hue test108 Megapixel1/f noise180 degree images1-bit matrix completion1 MICRON PIXELS133-MEGAPIXEL1st and 2nd FM generation 3D halftoning
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2D2.5D2AFC2-D barcodes2D-TO-3D CONVERSION ARTIFACTS2D printing2.5 D printing2x2 On-chip Lens2D/3D imaging, high performance computing, imaging systems, efficient computations and storage2.5D PRINTING2.5D printing2D AND 3D CONVERTIBLE DISPLAY2D to Hologram conversion2D metrics2-d scale2D and 3D video2D-plus-depth video2.5D reconstruction2D VIEWS2D DCT
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3D-assisted features3D localization3D/4D SCANNING3D projector35MM FILM DIGITIZATION3D mesh simplification3D human-centered technologies3D point cloud3D Scene Reconstruction and Modeling3DCNN3D-Anisotropic smoothing3D RECOVERY3D printer3D INTERACTION360° VIDEO3D ACQUISITION ARCHITECTURE3D imaging3D audio3D range geometry3D digitization and dissemination3D localization and mapping3D colour Digital Image Correlation3D Print Appearance3D PROFILE360-Degree Video Technology3D cinema and TV3D TV3D USER INTERFACES3D DISPLAY3D-high efficiency video coding3D visual representation360 Video3A ALGORITHMS3-D SHAPE RECOVERY360x3D scene capture3d mapping3D COMPRESSION AND ENCRYPTION3D glasses3D surface structure based halftoning3D vision3D3D encoding3D IMAGE3d video3D STIMULI3D-printing3D Range Data Encoding3d3D CG Image360-degree imaging3D Color Printing3D Reconstruction3D displays360-degree video3D communications3DViewers3DSR3D Gaussian splatting360-degree3D Display3D MESHES3D reconstruction3D Compression and Encryption3D VISUALIZATION3DMM3D-CNN3D Scene Reconstruction3D Lidar360° STEREO PANORAMAS3D Iterative Halftoning3D MESH3D SHAPE INDEXING AND RETRIEVAL3D SCENE RECONSTRUCTION AND MODELING3D and 2D3D print3D halftoning3D-human body detection3D recursive search3-T pixel3D Video3D Meshes3D SALIENCY3D object shape3D Compression3D Computer Graphics3D Models3d localization3D MODELLING3-D RECONSTRUCTION3D RANGE IMAGING3D Image Processing3D Video Conferencing3D Quality3D shape analysis360-DEGREE IMAGE360-deg quality assessment3D Data Processing3D Telepresence3D DIGITIZATION METHOD FOR OIL PAINTINGS3DLUT3D position measurement of people3D-shooting3D Measurement3D theater program listing3D refinement3D display3D-color perception3D mesh3D shape indexing and retrieval3D stereo vision360 panorama3D perception3D CAMERAS360 degrees video360-degree art exhibition360-degree image projection3D-LUT3D video3D/4D Scanning3D PRINTING3D face alignment3D MODEL3D Object Detection360-degree images3D Morphable Model3D depth-map360-degree video streaming360-video360VR3D/4D Data Processing and Filtering3D mapping and localization3D warping3D objects3D scene classification3D video processing3D data processing3D optical scans3D Gaussian Splatting3D Saliency3D surface3D Modeling3D STACK3D surface reproduction3D Range Data360-degree Image3D model3D compression3D Imaging3D TRANSFORMATION3D-HEVC3D adaptive halftoning3D Halftoning3D Data Sources3D camera3D Digital Image Correlation3D image compression3D Tracking3D EDUCATIONAL MATERIAL3D Video Communications3D/4D DATA PROCESSING AND FILTERING3D Shape Indexing and Retrieval360-degree videos3D scene flow estimation3D connected tube model3D Point Cloud3D affine transformation3D recovery3D Printing3D scanning3D Mapping3D capture3D modelling360 degree images3D Range Data Compression3D shape3D PRINTER3D Communications360-degree content3D printing3D depth sensing3D range scanning3ARRI footage3D Curvelet360° video360 IMAGING3D HALFTONING3D digital halftoning3D Immersion3D Vision3D rigid transformations3D RECONSTRUCTION3D modeling3D/2D Visuals
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4D PRINTING4K4D-printing4D scanning4K resolution4-AFC Experiment4T 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)8K8K STEREO IMAGING8K UHDTV
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95% perceptibility ellipsoid
Demosaicing Deep Learning inverse problems Reconstruction Writing automated labeling EfficientDet. convolutional neural network Stereoscopic display Nursing Education measurement system Preservation UAV IoU optimization Conditional Random Fields Neuromorphic Imaging Principal Component Analysis Multi-label Artificial Intelligence multimedia security dataset generation pixel error model RGBIR Sensor Microscopy weighted integral systematic review A/D converters deep learning Natural Language Processing Visualization Discomfort Machine learning explainability signal processing Neural networks TCG AV halftoning emotions Convolutional Neural Networks Mean Opinion Score geometric distortion spectral database SfM Open Source layout Archival theory Column-parallel ADC localization Archaeology LED illumination Data collection Multispectral RTI Acne Surgery Visualization camera response function Image Processing mean opinion score (MOS) Art building evacuation Video Quality 3D displays method DRA statistical analysis Smart City. Multispectral retro-reflector diffraction. color difference Image processing studio photography Latency RTI Rendering semantics Color space Object Detector Image alignment Integrity verification Interactive Narrative Vulkan Drawing Point cloud Automotive Driving Automation Subjective visual experiment unpaired BRDF Hair dye Epipolar Image Plane archives content detection Visual Design Event simulation Light spectrum analysis Sentinel-1 Sensor Fusion Schizophrenia optical simulation Deformation assessment Video Artifacts MEMS specular detection workflow management transfer learning image processing Poisson-Gaussian Noise texture perception Disocclusion Correlation Predictor Documentation time of flight Image Forensics Visual resolution Neural Networks image classification Performance assessment color distribution Discolorization Mixed Reality Computer vision multiple conversion gain Cybersickness Digital Pixel Sensor Digitization Fourier ring correlation Pose estimation Mining AI Image Re-Identification FPN compensation Spectrally extended imaging canola seeds capture and post processing workflow Machine Learning domain adaptation Chatbot Adversarial attacks Algorithms correlation analysis effectiveness of training Image Orientation Neural net accelerators Procedural Rhetoric image quality Paradata Neural Network medical perception Interactive object classification synthetic data thermal image prism circle detection Open source Remote operation Depth sensing Augmented reality Realistic mannequins RGB-D camera Stereoscopic. Object Detection s-SFR Eye Trackers White point Artificial intelligence IEEE P2020 Dentistry non-expert TDA Processor OCR segmentation embodiment Embedded Systems Compression performance Pattern artifact Crossed mirror arrays computational imaging depth encoding Information processing Thermal Image film restoration Non-RGB 360° videos Image quality metrics Modulation transfer function Machine-to-Machine transmission svBRDF Cattle traits Multitask Learning Lidar False color Visual noise camera calibration Virtual reality (VR) 3D sensor Offset calibration Color Blind enhancement Environment Simulation Meanings super-resolution illuminant variable precision Field-of-View Artifact de-mosaic high dynamic range imaging smartphone app discharge of justice Transfer Learning Faster RCNN Point clouds Max-Margin object detection (MMOD) Virtual Reality silicon-on-insulator (SOI) image perturbations color correction U-Net image quality assessment extrapolation Support Vector Classification (SVC) Signal Falloff e-SFR Style Transfer image matching Remosaicing image enhancement Data Visualization Image Edges Naked-eye 3D display Heat Map Denoising convolutional neural network all pixel AF Infrared Image Generation ISO 12233 image inpainting FIAF Camera ISP Autonomous vehicle Locally Weighted Regression Image Database Forchheim Image Database Pruned ResNet Augmented Reality object recognition Subjective experiment H.265/HEVC hedonics Visualization. Image color adjustment Computer Vision Optical Model Multi lane detection image embedding game model Calibration Drones Explainable Artificial Intelligence ghost Automated vision testing 3D interaction techniques immersive VR optical phased array video frame interpolation prediction of despeckling efficiency Classification Fisheye images Multi-scale Autoencoder Network Hair AR service small and medium-sized enterprises panorama Automobile Certification Psycho-Physiological Measurement Mental Commands face recognition Unity game engine Magic Leap One R&D Partnership Portal Hair Rendering barely open books photography Novice Subject Authentically-Distorted Database Navigation DCRA redundant discrete wavelet transform (RDWT) Spatial frequency response machine learning Vision processors compression Visual Attention History Skilled Subject Alignment acrylic paint despeckling Local binary pattern histogram (LSBH) Reinforcement Learning Knowledge Graph auditing Facsimile Biometrics Autonomous Driving image denoising Frameworks Recurrent Neural Network Mathematical visualization Smartphone image quality evaluation Spectral Analysis head-mounted display computer vision RGB-D image MRI Ligament Analysis Mapping Domain Adaption Shack-Hartmann Wavefront Sensor strategic improvements Vision testing colors convolutional neural networks Focal Stack open-source software caustics Quality control ADAS noise evaluation Color tolerance ESP32-CAM low noise Full Reference Method ISO12233 Collaboration silicon photonics Direct Sparse Odometry In-Cabin Monitoring Virtual Reality least squares fit Computer vision task Phase reconstruction Multi layer perceptron Deep learning. Self-supervised learning scatterplot olfactory integration multiclass image clarity enhancement image stacking Camera Digital restorer Interdisciplinary aspects co-presence noise model Temporal chromatic adaptation Dresden Image Database HDR10 Ground truth multispectral software color appearance Workflow Noise Gaming light-field Illumination Awareness Network T1-weighted Hololens forgery Multi-Gene genetic programming MLICs psychophysics specular and translucent materials image distortion Camera identification Image Segmentation Vison Genetic gain. bonding ancient Hebrew dataset Original negative Augmented Telepresence Event modeling SFR Semantic image visual quality assessment haptic perception Geometry Comparison Image classification H.264 bitstream white balance Structural artifact Quantifying Quality Wrinkle IMU odors SNR10 Video Conferencing Interferometry Human Factors and Ergonomics System Simulation Hand gesture Art Analysis color cube quantum efficiency User Study NLP Signal-to-Noise Ratio Changed Based Segmentation Multicamera dichromatic reflection model impulse noise removal Vanitas scanning back ResNet VIS-NIR Imaging DeepFake Detection Open Access style transfer moving-object detection Camera Noise MTF Natural language understanding HDR laboratory setup Storytelling skin color image deblurring low power see-through expert Adversarial Network Visual attention Metal artifact reduction Medical Application image analysis. Traffic light differentiation material appearance Volumetric Reconstruction glossiness Quality Assurance Scanner Trustworthiness Face recognition Gray-Level Co-Occurrence Matrix (GLCM) Noise reduction temporal dependency model cosmetic recommendation Yellow/Blue forced-choice experiment Dolby Vision Accountability camera pose artificial intelligence data visualization. Dual-energy CT camouflage Data Augmentation Robust camera calilbration maniscripts Convolutional Neural Network Montage Detection Paper Fixatives single-slope ADC Access Symbolic Regression Image Quality virtual target virtual reality color filter array (CFA) situational awareness Color distortion Interaction Design SPD of illumination Timecourse Organic video Saliency prediction CNN DXOMARK Image quality evaluation information behaviors New perspective views. modulation transfer function (MTF) Spatial Frequency Response (SFR) Deep learning Painting image demosaicing KG Image Restoration exposure bracketing Optical Coherence Tomography (OCT) visualization GIS neural network Quantization Subjective quality evaluation ATR Sketching slanted edge Icon texture synthesis mobile phone Evaluation Quality of Experience (QoE) U-net Image processing Photon Transfer Curve Pyramid SLAM infrared imagery 3D integration Cultural heritage Layers Forensic Data Model Coco format cinematography depth compression Convolutional neural network imbalanced data Material Capture binary segmentation visible image Near Infrared Imaging Multispectral imaging eye tracking multicolor LED Method of adjustment Single value decomposition AV1 video reconstruction image super-resolution SME Multimodal Sensor Fusion Haar cascade classifier 3D color model image analysis Loss Function Pigmentation Performance evaluation Variance-stabilizing Transformation UX Design judiciary Multiobjective Optimization phase-shifting Webcam Socrates crossmodal associations remote sensing image 3D camera Duplicating positive
Clinical data about heart failure make it clear that there is a need to develop a limited echocardiogram assisted by automated functions as a screening tool to identify people who have asymptomatic left ventricular dysfunction and who can potentially benefit from proven therapies to
prevent the development of symptomatic HF. Our preliminary tests show that an abbreviated version of an echo consisting of only 6 views can provide enough information for the binary screening. Six expert echo readers achieved near-perfect performance in identifying normal vs. abnormal echoes
using 6 views, as compared to the diagnosis based on the full echocardiogram. The ground truth about the geometry of the heart was provided by one expert echo reader in the form of drawings and measurements. The drawings were used as a prior in a computational model that extracts the contour
of the left ventricle as the shortest path in a log-polar (complex log) representation of the ventricle. This model may represent the first step in the development of an automated function for screening echocardiogram.