A past algorithm for subpixel accuracy image stabilization for digital film and video


Eroglu Ç. , Erdem A.

Visual Communications and Image Processing 1998 Conference, San-Jose, Kostarika, 28 - 30 Ocak 1998, cilt.3309, ss.786-797 identifier

  • Cilt numarası: 3309
  • Basıldığı Şehir: San-Jose
  • Basıldığı Ülke: Kostarika
  • Sayfa Sayıları: ss.786-797

Özet

This payer introduces a novel method for subpixel accuracy stabilization of unsteady digital films and video sequences. The proposed method offers a near-closed-form solution to the estimation of the global subpixel displacement between two frames: that causes the misregistration of them. The criterion function used is tile mean-squared error over the displaced frames, in which image intensities at subpixel locations are evaluated using bilinear interpolation. The proposed algorithm is both faster and more accurate than the search-based solutions found in the literature, Experimental results demonstrate the superiority of the proposed method to the spatio-temporal differentiation and surface fitting algorithms, as well. Furthermore the proposed algorithm is designed so that it is insensitive to frame-to-frame intensity variations. It is also possible to estimate any affine motion between two frames by applying the proposed algorithm on three non-collinear points in the unsteady frame.