100 Hue test1/f noise108 Megapixel180 degree images1-bit matrix completion1 MICRON PIXELS133-MEGAPIXEL1st and 2nd FM generation 3D halftoning
2
2AFC2.5D2D2D printing2-D barcodes2D-TO-3D CONVERSION ARTIFACTS2D/3D imaging, high performance computing, imaging systems, efficient computations and storage2.5D PRINTING2x2 On-chip Lens2.5 D printing2D AND 3D CONVERTIBLE DISPLAY2.5D printing2-d scale2D metrics2D to Hologram conversion2D-plus-depth video2D and 3D video2D VIEWS2D DCT2.5D reconstruction
3
3D Photogrammetry3D RECOVERY3D printer3D INTERACTION360° VIDEO3D ACQUISITION ARCHITECTURE3D imaging3D audio3D digitization and dissemination3D localization and mapping3D colour Digital Image Correlation3D Print Appearance3D range geometry3D localization3D/4D SCANNING3D-assisted features3D human-centered technologies3D point cloud3D Scene Reconstruction and Modeling3DCNN3D-Anisotropic smoothing3D projector35MM FILM DIGITIZATION3D mesh simplification3D IMAGE3d video3A Algorithms3D STIMULI3D COMPRESSION AND ENCRYPTION3D glasses3D surface structure based halftoning3D vision3DGS3D3D encoding360-degree imaging3D CG Image3D Color Printing3D Reconstruction3D-printing3D Range Data Encoding3d3D USER INTERFACES3D PROFILE360-Degree Video Technology3D cinema and TV3D TV360 Video3A ALGORITHMS3-D SHAPE RECOVERY360x3D scene capture3d mapping3D DISPLAY3D-high efficiency video coding3D visual representation3D Compression and Encryption3D VISUALIZATION3DMM3D reconstruction360° STEREO PANORAMAS3D Iterative Halftoning3D MESH3D-CNN3D Scene Reconstruction3D Lidar3DSR3D displays360-degree video3D communications3DViewers360-degree3D Display3D MESHES3D Gaussian splatting3D object shape3D Compression3D Computer Graphics3D Models3D Video Conferencing3D Quality3D shape analysis360-DEGREE IMAGE360-deg quality assessment3d localization3D MODELLING3-D RECONSTRUCTION3D RANGE IMAGING3D Image Processing3D SCENE RECONSTRUCTION AND MODELING3D and 2D3D SHAPE INDEXING AND RETRIEVAL3D Meshes3D SALIENCY3D print3D halftoning3D-human body detection3D recursive search3-T pixel3D Video3D-LUT3D video3D/4D Scanning3D stereo vision360 panorama3D perception3D CAMERAS360 degrees video360-degree art exhibition360-degree image projection3D Object Detection360-degree images3D Morphable Model3D PRINTING3D face alignment3D MODEL3D Measurement3D theater program listing3D Data Processing3D Telepresence3D image3D DIGITIZATION METHOD FOR OIL PAINTINGS3DLUT3D position measurement of people3D-shooting3D mesh3D shape indexing and retrieval3D refinement3D display3D-color perception3D scene classification3D video processing3D warping3D objects3D Gaussian Splatting3D Saliency3D surface3D data processing3D optical scans3D depth-map360-degree video streaming360-video3D mapping and localization360VR3D/4D Data Processing and Filtering3D Digital Image Correlation3D image compression3D-HEVC3D adaptive halftoning3D Halftoning3D Data Sources3D camera3D Video Communications3D/4D DATA PROCESSING AND FILTERING3D Shape Indexing and Retrieval360-degree videos3D scene flow estimation3D connected tube model3D Tracking3D EDUCATIONAL MATERIAL3D surface reproduction3D Range Data3D Modeling3D STACK3D model3D compression3D Imaging3D TRANSFORMATION360-degree Image360 IMAGING3D HALFTONING3D depth sensing3D range scanning3ARRI footage3D Curvelet360° video3D modeling3D skeletal joint point cloud; deep learning; PointNet++ method3d scanning3D/2D Visuals3D digital halftoning3D Immersion3D Vision3D rigid transformations3D RECONSTRUCTION3D scanning3D Mapping3D capture3D modelling360 degree images3D Range Data Compression3D Point Cloud3D affine transformation3D recovery3D Printing3D Communications360-degree content3D printing3D shape3D PRINTER
4
4K4D PRINTING4D scanning4D-printing4K resolution4-AFC Experiment4T PIXEL4D hyperchaos system
5
5.5 Sigma Threshold50% acceptability ellipsoid
6
6-DOF60 GHz Wireless6D pose estimation6DoF
7
7-1 MICRON PIXELS
8
8K SUPER HI-VISION (SHV)8K video8K STEREO IMAGING8K UHDTV8K
9
95% perceptibility ellipsoid
SfM 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 signal processing Neural networks TCG halftoning AV emotions Convolutional Neural Networks Mean Opinion Score geometric distortion spectral database Open Source Image processing studio photography Latency RTI Rendering semantics Color space Object Detector Image alignment Integrity verification Interactive Narrative building evacuation Video Quality 3D displays method DRA statistical analysis Smart City. Multispectral retro-reflector diffraction. color difference Stereoscopic display Nursing Education measurement system Preservation UAV IoU optimization Conditional Random Fields Neuromorphic Imaging Principal Component Analysis Demosaicing Deep Learning inverse problems Reconstruction Writing automated labeling EfficientDet. convolutional neural network Microscopy weighted integral systematic review A/D converters deep learning Natural Language Processing Visualization Discomfort Machine learning explainability Multi-label Artificial Intelligence multimedia security dataset generation pixel error model RGBIR Sensor Mixed Reality Computer vision multiple conversion gain Cybersickness Digital Pixel Sensor Digitization Fourier ring correlation Documentation time of flight Image Forensics Visual resolution Neural Networks image classification Performance assessment color distribution Discolorization Algorithms correlation analysis effectiveness of training Image Orientation Neural net accelerators Procedural Rhetoric image quality 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 unpaired BRDF Hair dye Epipolar Image Plane archives content detection Visual Design Event simulation Vulkan Drawing Point cloud Automotive Driving Automation Subjective visual experiment image processing Poisson-Gaussian Noise texture perception Disocclusion Correlation Predictor Light spectrum analysis Sentinel-1 Sensor Fusion optical simulation Video Artifacts Schizophrenia Deformation assessment MEMS specular detection workflow management transfer learning Non-RGB 360° videos Image quality metrics Modulation transfer function Machine-to-Machine transmission svBRDF Multitask Learning Cattle traits Lidar False color Visual noise camera calibration Information processing Thermal Image film restoration Field-of-View Artifact Virtual reality (VR) 3D sensor Color Blind Offset calibration Environment Simulation enhancement Meanings super-resolution illuminant variable precision circle detection Open source Remote operation Depth sensing Augmented reality Realistic mannequins RGB-D camera Stereoscopic. Object Detection s-SFR Eye Trackers Paradata Neural Network medical perception Interactive object classification synthetic data thermal image prism Embedded Systems Compression performance Pattern artifact Crossed mirror arrays computational imaging depth encoding White point Artificial intelligence IEEE P2020 Dentistry non-expert TDA Processor OCR segmentation embodiment Subjective experiment H.265/HEVC hedonics Visualization. Image color adjustment Computer Vision Optical Model Multi lane detection image embedding game model Calibration Drones FIAF Camera ISP Autonomous vehicle Locally Weighted Regression Image Database Forchheim Image Database Pruned ResNet Augmented Reality object recognition Fisheye images Multi-scale Autoencoder Network Hair AR service small and medium-sized enterprises panorama Automobile Certification Psycho-Physiological Measurement Explainable Artificial Intelligence ghost Automated vision testing 3D interaction techniques immersive VR optical phased array video frame interpolation prediction of despeckling efficiency Classification 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 de-mosaic high dynamic range imaging smartphone app Naked-eye 3D display Heat Map Denoising convolutional neural network all pixel AF Infrared Image Generation ISO 12233 image inpainting image quality assessment Support Vector Classification (SVC) extrapolation Signal Falloff e-SFR Style Transfer image matching Remosaicing image enhancement Data Visualization Image Edges noise evaluation Color tolerance ESP32-CAM low noise Full Reference Method Domain Adaption Shack-Hartmann Wavefront Sensor strategic improvements Vision testing colors convolutional neural networks Focal Stack open-source software caustics Quality control ADAS Deep learning. Self-supervised learning scatterplot olfactory integration multiclass ISO12233 Collaboration silicon photonics Direct Sparse Odometry In-Cabin Monitoring Virtual Reality least squares fit Computer vision task Phase reconstruction Multi layer perceptron Navigation DCRA redundant discrete wavelet transform (RDWT) Spatial frequency response machine learning Vision processors compression Visual Attention History 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 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 Skilled Subject Alignment acrylic paint despeckling Local binary pattern histogram (LSBH) Reinforcement Learning Knowledge Graph auditing Facsimile Biometrics Autonomous Driving Geometry Comparison Image classification H.264 bitstream white balance Structural artifact Quantifying Quality Wrinkle bonding Original negative ancient Hebrew dataset Augmented Telepresence Event modeling SFR Semantic image visual quality assessment haptic perception System Simulation Hand gesture Art Analysis color cube quantum efficiency User Study NLP Signal-to-Noise Ratio Changed Based Segmentation Multicamera dichromatic reflection model IMU odors SNR10 Video Conferencing Interferometry Human Factors and Ergonomics co-presence noise model Temporal chromatic adaptation Dresden Image Database HDR10 Ground truth multispectral software color appearance image clarity enhancement image stacking Camera Digital restorer Interdisciplinary aspects MLICs psychophysics specular and translucent materials image distortion Camera identification Image Segmentation Vison Genetic gain. Workflow Noise Gaming light-field Illumination Awareness Network T1-weighted Hololens forgery Multi-Gene genetic programming Convolutional Neural Network Montage Detection Paper Fixatives single-slope ADC Access Symbolic Regression artificial intelligence data visualization. Dual-energy CT camouflage Data Augmentation Robust camera calilbration maniscripts information behaviors New perspective views. modulation transfer function (MTF) Spatial Frequency Response (SFR) 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 Camera Noise MTF Natural language understanding HDR laboratory setup Storytelling skin color image deblurring low power see-through expert Visual attention Adversarial Network impulse noise removal Vanitas scanning back ResNet VIS-NIR Imaging DeepFake Detection Open Access style transfer moving-object detection 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 Metal artifact reduction image analysis. Medical Application Traffic light differentiation material appearance Volumetric Reconstruction glossiness Quality Assurance Scanner Trustworthiness visible image Near Infrared Imaging Multispectral imaging eye tracking multicolor LED Method of adjustment Single value decomposition AV1 Layers Forensic Data Model Coco format cinematography depth compression Convolutional neural network imbalanced data Material Capture binary segmentation Performance evaluation Variance-stabilizing Transformation UX Design judiciary Multiobjective Optimization phase-shifting Webcam Socrates crossmodal associations remote sensing image 3D camera Duplicating positive video reconstruction image super-resolution SME Haar cascade classifier Multimodal Sensor Fusion 3D color model image analysis Loss Function Pigmentation Image Restoration exposure bracketing Optical Coherence Tomography (OCT) visualization GIS neural network Quantization Subjective quality evaluation Deep learning Painting image demosaicing KG Image processing Photon Transfer Curve Pyramid SLAM infrared imagery 3D integration Cultural heritage ATR Sketching slanted edge Icon texture synthesis mobile phone Evaluation Quality of Experience (QoE) U-net
For a long time different studies have focused on introducing new image enhancement techniques. While these techniques show a good performance and are able to increase the quality of images, little attention has been paid to how and when overenhancement occurs in the image. This
could possibly be linked to the fact that current image quality metrics are not able to accurately evaluate the quality of enhanced images. In this study we introduce the Subjective Enhanced Image Dataset (SEID) in which 15 observers are asked to enhance the quality of 30 reference images
which are shown to them once at a low and another time at a high contrast. Observers were instructed to enhance the quality of the images to the point that any more enhancement will result in a drop in the image quality. Results show that there is an agreement between observers on when over-enhancement
occurs and this point is closely similar no matter if the high contrast or the low contrast image is enhanced.