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Paper · arXiv

Rolling Shutter Camera Self-Calibration

Rolling shutter (RS) cameras are widely used in consumer devices, but their row-wise exposure causes distortions under motion, making geometric 3D vision problems dependent on both camera intrinsics and readout time ratio. Existing RS calibration methods rely on calibration targets or specialised hardware, limiting their use in unconstrained settings. We present the first self-calibration method for RS cameras that directly estimates camera intrinsics and the readout time ratio from image sequences, without requiring calibration targets. The method is implemented as a self-calibrating bundle adjustment (BA), which critically depends on the RS imaging model. We combine two known complement...

AuthorsYongcong Zhang, Navid Rabbani, Bangyan Liao et al.
Primary categorycs.CV
Published2 August 2026
Last updated at source17 August 2026
cs.CV
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