Fast digital image stabilization using one bit transform based sub-image motion estimation

Yeni A., Erturk S.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, cilt.51, sa.3, ss.917-921, 2005 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 51 Sayı: 3
  • Basım Tarihi: 2005
  • Doi Numarası: 10.1109/tce.2005.1510503
  • Dergi Adı: IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.917-921
  • Kocaeli Üniversitesi Adresli: Evet

Özet

This paper presents a fast image sequence stabilization system that uses one bit transform (1BT) matching based global motion estimation and Kalman filtering based global motion correction. In order to facilitate a fast motion estimation process, image frames are initially converted into a single bit-plane representation using the 1BT and then motion vectors are evaluated matching the 1BTs of two consecutive frames using Boolean operations. Because a binary representation is established, the computational complexity of motion estimation is significantly reduced providing a proportionate reduction in power consumption of custom hardware. The global motion vector is computed using local motion vectors of sub-image blocks to further increase the motion estimation speed. For the motion correction part, global motion vectors are accumulated to yield absolute frame displacements and Kalman filtering is employed to achieve stabilization(1).