A Perceptual Measure for Deep Single Image Camera and Lens Calibration

Image editing and compositing have become ubiquitous in entertainment, from digital art to AR and VR experiences. To produce beautiful composites, the camera needs to be geometrically calibrated, which can be tedious and requires a physical calibration target. In place of the traditional multi-image...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2023-09, Vol.45 (9), p.1-12
Hauptverfasser:	Hold-Geoffroy, Yannick, Piche-Meunier, Dominique, Sunkavalli, Kalyan, Bazin, Jean-Charles, Rameau, Francois, Lalonde, Jean-Francois
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Calibration Cameras Digital imaging horizon estimation human perception Image retrieval lens distortion Lenses Mathematical models Nonlinear distortion Parameters Pitch (inclination) Rolling motion Sensitivity Single image camera calibration Standard error Three dimensional composites Three-dimensional displays Virtual reality
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