Gyro-based Camera-motion Detection in User-generated Videos

  title={Gyro-based Camera-motion Detection in User-generated Videos},
  author={Sophia Bano and Andrea Cavallaro and Xavier Parra},
  booktitle={ACM Multimedia},
We propose a gyro-based camera-motion detection method for videos captured with smartphones. First, the delay between the acquisition of video and gyroscope data is estimated using similarities induced by camera motion in the two sensor modalities. Pan, tilt and shake are then detected using the dominant motions and high frequencies in the gyroscope data. Morphological operations are applied to remove outliers and to identify segments with continuous camera-motion. We compare the proposed… CONTINUE READING
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