1st and 2nd FM generation 3D halftoning133-MEGAPIXEL1 MICRON PIXELS1-bit matrix completion180 degree images108 Megapixel1/f noise100 Hue test
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2D DCT2D VIEWS2.5D reconstruction2D-plus-depth video2D and 3D video2D metrics2-d scale2D to Hologram conversion2D AND 3D CONVERTIBLE DISPLAY2.5D printing2.5D PRINTING2D/3D imaging, high performance computing, imaging systems, efficient computations and storage2.5 D printing2D printing2D-TO-3D CONVERSION ARTIFACTS2-D barcodes2AFC2D2.5D
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3D RECONSTRUCTION3D rigid transformations3D Vision3D Immersion3D digital halftoning3D/2D Visuals3D modeling360° video3D Curvelet3ARRI footage3D range scanning3D depth sensing3D HALFTONING360 IMAGING3D PRINTER3D shape3D printing360-degree content3D Communications3D Printing3D recovery3D affine transformation3D Point Cloud3D Range Data Compression360 degree images3D modelling3D capture3D Mapping3D scanning3D EDUCATIONAL MATERIAL3D Tracking3D scene flow estimation3D connected tube model360-degree videos3D Shape Indexing and Retrieval3D/4D DATA PROCESSING AND FILTERING3D Video Communications3D camera3D Data Sources3D Halftoning3D adaptive halftoning3D-HEVC3D image compression3D Digital Image Correlation360-degree Image3D TRANSFORMATION3D Imaging3D compression3D model3D STACK3D Modeling3D Range Data3D surface reproduction3D optical scans3D data processing3D surface3D Saliency3D objects3D warping3D video processing3D scene classification3D/4D Data Processing and Filtering360VR3D mapping and localization360-video360-degree video streaming3D depth-map3D MODEL3D PRINTING3D face alignment3D Morphable Model360-degree images3D Object Detection360-degree image projection360 degrees video360-degree art exhibition3D CAMERAS3D perception360 panorama3D stereo vision3D/4D Scanning3D video3D-LUT3D-color perception3D display3D refinement3D shape indexing and retrieval3D mesh3D-shooting3D position measurement of people3D DIGITIZATION METHOD FOR OIL PAINTINGS3D Telepresence3D Data Processing3D theater program listing3D Measurement3D Image Processing3D RANGE IMAGING3-D RECONSTRUCTION3D MODELLING3d localization360-deg quality assessment360-DEGREE IMAGE3D shape analysis3D Video Conferencing3D Quality3D Models3D Compression3D Computer Graphics3D object shape3D Video3-T pixel3D-human body detection3D recursive search3D halftoning3D print3D SALIENCY3D Meshes3D SHAPE INDEXING AND RETRIEVAL3D and 2D3D SCENE RECONSTRUCTION AND MODELING3D Lidar3D Scene Reconstruction3D-CNN3D MESH3D Iterative Halftoning360° STEREO PANORAMAS3D reconstruction3DMM3D Compression and Encryption3D VISUALIZATION3D Gaussian splatting3D MESHES3D Display360-degree3D communications360-degree video3D displays3DSR3d3D Range Data Encoding3D-printing3D Reconstruction3D Color Printing360-degree imaging3D3D encoding3D vision3D surface structure based halftoning3D glasses3D COMPRESSION AND ENCRYPTION3D STIMULI3d video3D IMAGE3D visual representation3D-high efficiency video coding3D DISPLAY3d mapping360x3D scene capture3-D SHAPE RECOVERY3A ALGORITHMS360 Video3D TV3D cinema and TV360-Degree Video Technology3D PROFILE3D USER INTERFACES3D range geometry3D Print Appearance3D colour Digital Image Correlation3D localization and mapping3D digitization and dissemination3D audio3D imaging3D ACQUISITION ARCHITECTURE3D INTERACTION360° VIDEO3D printer3D RECOVERY3D mesh simplification35MM FILM DIGITIZATION3D projector3D-Anisotropic smoothing3DCNN3D Scene Reconstruction and Modeling3D point cloud3D human-centered technologies3D-assisted features3D/4D SCANNING3D localization
Christian Krätzer, Dennis Siegel, Stefan Seidlitz, Jana Dittmann
Pages 379--1 - 379-6, January 2023, This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. 2023
Human-in-control is a principle that has long been established in forensics as a strict requirement and is nowadays also receiving more and more attention in many other fields of application where artificial intelligence (AI) is used. This renewed interest is due to the fact that many regulations (among others the the EU Artificial Intelligence Act (AIA)) emphasize it as a necessity for any critical AI application scenario. In this paper, human-in-control and quality assurance aspects for a benchmarking framework to be used in media forensics are discussed and their usage is illustrated in the context of the media forensics sub-discipline of DeepFake detection.