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Paper · arXiv

The Camera Inside the Editor: Reading the Implicit Camera of Image Editors with Painted Calibration Patterns

Instruction-based image editors insert objects, restyle scenes and render new viewpoints, but it is unknown which camera they assume when they paint into a photograph. Asked to cover the floor with a checkerboard, an editor paints projective structure from which classical vanishing-point geometry reads pitch, roll, focal length, yaw and, on renders, the principal point, without any training. Unlike a calibrator such as GeoCalib, which estimates the camera of an image, this isolates the camera under which the editor paints. On 120 rendered cameras with exact ground truth, Qwen-Image-Edit-2511 paints tile edges that meet their vanishing points within 0.26 degrees, and its implicit camera ma...

AuthorsSebastian Rückerl
Primary categorycs.CV
Published29 September 2026
Last updated at source29 September 2026
cs.CVcs.LG
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