Gyro-based Neural Single Image Deblurring

arXiv:2404.00916v1 Announce Type: new
Abstract: In this paper, we present GyroDeblurNet, a novel single image deblurring method that utilizes a gyro sensor to effectively resolve the ill-posedness of image deblurring. The gyro sensor provides valuable information about camera motion during exposure time that can significantly improve deblurring quality. However, effectively exploiting real-world gyro data is challenging due to significant errors from various sources including sensor noise, the disparity between the positions of a camera module and a gyro sensor, the …

abstract arxiv cs.cv data however image information novel paper quality sensor type world