100 Hue test108 Megapixel1/f noise1-bit matrix completion180 degree images133-MEGAPIXEL1 MICRON PIXELS1st and 2nd FM generation 3D halftoning
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2D printing2-D barcodes2D-TO-3D CONVERSION ARTIFACTS2AFC2D2.5D2D AND 3D CONVERTIBLE DISPLAY2.5D printing2x2 On-chip Lens2D/3D imaging, high performance computing, imaging systems, efficient computations and storage2.5D PRINTING2.5 D printing2D-plus-depth video2D and 3D video2D metrics2-d scale2D to Hologram conversion2D DCT2D VIEWS2.5D reconstruction
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3D COMPRESSION AND ENCRYPTION3D glasses3D surface structure based halftoning3D3D encoding3D vision3DGS3D IMAGE3D STIMULI3d video3A Algorithms3D Range Data Encoding3d3D-printing3D Color Printing3D CG Image360-degree imaging3D Reconstruction3D cinema and TV3D PROFILE360-Degree Video Technology3D TV3D USER INTERFACES3D DISPLAY3D visual representation3D-high efficiency video coding3A ALGORITHMS360 Video3d mapping3-D SHAPE RECOVERY360x3D scene capture3D printer3D Photogrammetry3D RECOVERY3D ACQUISITION ARCHITECTURE3D imaging3D audio3D INTERACTION360° VIDEO3D range geometry3D localization and mapping3D digitization and dissemination3D colour Digital Image Correlation3D Print Appearance3D-assisted features3D localization3D/4D SCANNING35MM FILM DIGITIZATION3D mesh simplification3D projector3D human-centered technologies3D point cloud3DCNN3D-Anisotropic smoothing3D Scene Reconstruction and Modeling3D object shape3D Compression3D Computer Graphics3D Models3D MODELLING3-D RECONSTRUCTION3d localization3D RANGE IMAGING3D Image Processing3D Video Conferencing3D Quality360-DEGREE IMAGE360-deg quality assessment3D shape analysis3D SHAPE INDEXING AND RETRIEVAL3D SCENE RECONSTRUCTION AND MODELING3D and 2D3D halftoning3D print3-T pixel3D Video3D-human body detection3D recursive search3D Meshes3D SALIENCY3D reconstruction3D Compression and Encryption3D VISUALIZATION3DMM3D-CNN3D Scene Reconstruction3D Lidar3D MESH360° STEREO PANORAMAS3D Iterative Halftoning3D displays3DViewers360-degree video3D models3D communications3DSR3D Gaussian splatting3D Display3D MESHES360-degree3D objects3D warping3D scene classification3D video processing3D data processing3D optical scans3D Saliency3D surface3D Gaussian Splatting360-video3D depth-map360-degree video streaming360VR3D/4D Data Processing and Filtering3D mapping and localization360 panorama3D perception3D stereo vision360-degree image projection3D CAMERAS360 degrees video360-degree art exhibition3D-LUT3D video3D/4D Scanning3D PRINTING3D face alignment3D MODEL3D Object Detection360-degree images3D Morphable Model3D Data Processing3D Telepresence3D image3D position measurement of people3D-shooting3D DIGITIZATION METHOD FOR OIL PAINTINGS3DLUT3D Measurement3D theater program listing3D refinement3D display3D-color perception3D mesh3D shape indexing and retrieval3D depth sensing3ARRI footage3D Curvelet360° video3D range scanning3D HALFTONING360 IMAGING3D digital halftoning3D Immersion3D Vision3D rigid transformations3D RECONSTRUCTION3D modeling3D skeletal joint point cloud; deep learning; PointNet++ method3d scanning3D/2D Visuals3D affine transformation3D Point Cloud3D Printing3D recovery3D modelling3D Mapping3D scanning3D capture3D Range Data Compression360 degree images3D PRINTER3D shape360-degree content3D Communications3D printing3D adaptive halftoning3D-HEVC3D camera3D Halftoning3D Data Sources3D Digital Image Correlation3D image compression3D Tracking3D EDUCATIONAL MATERIAL3D/4D DATA PROCESSING AND FILTERING3D Shape Indexing and Retrieval3D Video Communications360-degree videos3D scene flow estimation3D connected tube model3D Modeling3D STACK3D surface reproduction3D Range Data360-degree Image3D compression3D Imaging3D model3D TRANSFORMATION
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4D PRINTING4K4K resolution4-AFC Experiment4D scanning4D-printing4T 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 video8K STEREO IMAGING8K UHDTV8K
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95% perceptibility ellipsoid
Image Forensics Visual resolution Neural Networks image classification Performance assessment Documentation time of flight Discolorization color distribution multiple conversion gain Mixed Reality Computer vision Digitization Fourier ring correlation Cybersickness Digital Pixel Sensor FPN compensation Pose estimation Mining Image Re-Identification AI domain adaptation Chatbot Adversarial attacks Spectrally extended imaging capture and post processing workflow canola seeds Machine Learning correlation analysis Algorithms Procedural Rhetoric image quality effectiveness of training Image Orientation Neural net accelerators Point cloud Vulkan Drawing Automotive Driving Automation Subjective visual experiment Hair dye Epipolar Image Plane unpaired BRDF Visual Design Event simulation archives content detection optical simulation Video Artifacts Light spectrum analysis Sentinel-1 Sensor Fusion workflow management transfer learning Schizophrenia MEMS Deformation assessment specular detection texture perception image processing Poisson-Gaussian Noise Disocclusion Correlation Predictor AV halftoning Neural networks signal processing TCG spectral database Open Source Convolutional Neural Networks emotions Mean Opinion Score geometric distortion Archival theory Column-parallel ADC localization SfM layout camera response function Image Processing mean opinion score (MOS) Art Archaeology Data collection LED illumination Multispectral RTI Acne Surgery Visualization 3D displays method DRA building evacuation Video Quality retro-reflector diffraction. color difference statistical analysis Smart City. Multispectral semantics studio photography Image processing Latency RTI Rendering Integrity verification Interactive Narrative Color space Object Detector Image alignment Reconstruction Demosaicing Deep Learning inverse problems automated labeling EfficientDet. convolutional neural network Writing measurement system Preservation UAV Stereoscopic display Nursing Education Neuromorphic Imaging Principal Component Analysis IoU optimization Conditional Random Fields Multi-label dataset generation pixel error model RGBIR Sensor Artificial Intelligence multimedia security weighted integral systematic review A/D converters Microscopy Machine learning explainability deep learning Natural Language Processing Visualization Discomfort Locally Weighted Regression Image Database Camera ISP FIAF Autonomous vehicle Forchheim Image Database Pruned ResNet object recognition Augmented Reality hedonics Visualization. Image color adjustment Subjective experiment H.265/HEVC game model Calibration Drones Computer Vision Optical Model Multi lane detection image embedding ghost Automated vision testing 3D interaction techniques immersive VR Explainable Artificial Intelligence optical phased array video frame interpolation prediction of despeckling efficiency Classification small and medium-sized enterprises Fisheye images Multi-scale Autoencoder Network Hair AR service Certification Psycho-Physiological Measurement panorama Automobile high dynamic range imaging de-mosaic smartphone app Transfer Learning Faster RCNN discharge of justice U-Net color correction Point clouds Max-Margin object detection (MMOD) Virtual Reality silicon-on-insulator (SOI) image perturbations Style Transfer image matching Remosaicing image enhancement Data Visualization image quality assessment Support Vector Classification (SVC) extrapolation Signal Falloff e-SFR Image Edges Denoising convolutional neural network all pixel AF Infrared Image Generation Naked-eye 3D display Heat Map image inpainting ISO 12233 Information processing Thermal Image film restoration Image quality metrics Modulation transfer function Machine-to-Machine transmission svBRDF Non-RGB 360° videos Lidar False color camera calibration Visual noise Cattle traits Multitask Learning Offset calibration Color Blind enhancement Environment Simulation Virtual reality (VR) 3D sensor illuminant variable precision Meanings super-resolution Artifact Field-of-View Neural Network medical perception Interactive object classification Paradata synthetic data thermal image prism Depth sensing circle detection Remote operation Open source Object Detection s-SFR Eye Trackers Augmented reality Realistic mannequins RGB-D camera Stereoscopic. IEEE P2020 Dentistry non-expert Artificial intelligence White point embodiment TDA Processor OCR segmentation Pattern artifact Embedded Systems Compression performance computational imaging depth encoding Crossed mirror arrays Augmented Telepresence Event modeling bonding Original negative ancient Hebrew dataset image visual quality assessment haptic perception SFR Semantic Image classification H.264 bitstream Geometry Comparison Quantifying Quality Wrinkle white balance Structural artifact IMU odors SNR10 Video Conferencing Interferometry Human Factors and Ergonomics Hand gesture Art Analysis color cube quantum efficiency User Study System Simulation Multicamera dichromatic reflection model NLP Signal-to-Noise Ratio Changed Based Segmentation Camera Digital restorer Interdisciplinary aspects image clarity enhancement image stacking Temporal chromatic adaptation Dresden Image Database HDR10 co-presence noise model multispectral software color appearance Ground truth light-field Illumination Awareness Network Workflow Noise Gaming forgery Multi-Gene genetic programming T1-weighted Hololens MLICs psychophysics specular and translucent materials Genetic gain. image distortion Camera identification Image Segmentation Vison Vision testing colors convolutional neural networks Focal Stack Domain Adaption Shack-Hartmann Wavefront Sensor strategic improvements Quality control ADAS open-source software caustics Color tolerance noise evaluation low noise Full Reference Method ESP32-CAM silicon photonics Direct Sparse Odometry In-Cabin Monitoring ISO12233 Collaboration Multi layer perceptron Virtual Reality least squares fit Computer vision task Phase reconstruction Self-supervised learning scatterplot Deep learning. olfactory integration multiclass face recognition Unity game engine Mental Commands barely open books photography Novice Subject Authentically-Distorted Database Magic Leap One R&D Partnership Portal Hair Rendering Spatial frequency response machine learning Navigation DCRA redundant discrete wavelet transform (RDWT) compression Vision processors History Visual Attention Skilled Subject Alignment acrylic paint despeckling Facsimile Biometrics Autonomous Driving Local binary pattern histogram (LSBH) Reinforcement Learning Knowledge Graph auditing Recurrent Neural Network Mathematical visualization Smartphone image quality evaluation Spectral Analysis image denoising Frameworks MRI Ligament Analysis Mapping computer vision head-mounted display RGB-D image cinematography depth compression Layers Forensic Data Model Coco format Convolutional neural network imbalanced data Material Capture binary segmentation eye tracking multicolor LED Method of adjustment visible image Near Infrared Imaging Multispectral imaging AV1 Single value decomposition Haar cascade classifier Multimodal Sensor Fusion 3D video reconstruction image super-resolution SME color model image analysis Loss Function Pigmentation phase-shifting Webcam Socrates Performance evaluation Variance-stabilizing Transformation judiciary UX Design Multiobjective Optimization 3D camera Duplicating positive crossmodal associations remote sensing image Painting Deep learning image demosaicing KG exposure bracketing Optical Coherence Tomography (OCT) visualization Image Restoration Subjective quality evaluation GIS neural network Quantization slanted edge Icon texture synthesis ATR Sketching U-net mobile phone Evaluation Quality of Experience (QoE) Photon Transfer Curve Pyramid SLAM Image processing infrared imagery 3D integration Cultural heritage Dual-energy CT data visualization. artificial intelligence Robust camera calilbration maniscripts camouflage Data Augmentation Convolutional Neural Network Montage Detection Paper Fixatives single-slope ADC Access Symbolic Regression color filter array (CFA) situational awareness Image Quality virtual target virtual reality Organic video Timecourse Saliency prediction CNN DXOMARK Image quality evaluation Color distortion Interaction Design SPD of illumination information behaviors Spatial Frequency Response (SFR) New perspective views. modulation transfer function (MTF) Vanitas scanning back ResNet impulse noise removal DeepFake Detection Open Access style transfer moving-object detection VIS-NIR Imaging Camera Noise MTF Natural language understanding low power see-through expert Adversarial Network Visual attention HDR laboratory setup Storytelling image deblurring skin color Metal artifact reduction image analysis. Medical Application Traffic light differentiation material appearance Quality Assurance Scanner Trustworthiness Volumetric Reconstruction glossiness Gray-Level Co-Occurrence Matrix (GLCM) Noise reduction temporal dependency model Face recognition Dolby Vision Accountability camera pose cosmetic recommendation Yellow/Blue forced-choice experiment
Identifying the source of a video recording created by a camera or smartphone has been a common and challenging task in media forensics for many years. We present an approach for source identification on the very common MP4 file format. In extension to related works, we propose to
consider the suitability of attribute field values and their respective order in the atom/box tree in a specific manner. The significance of a field attribute and its particular value for source identification will be reflected by means of up and down weighting during the training and the
matching process. Experimental result indicate that our approach allows distinguishing major brands. Even device identification is possible for a subset of our training data.