Digital image stabilization for video images

The problem of image stabilization in videos is important in many applications, including cameras mounted on vehicles. There are various approaches used for stabilizing the captured videos. This paper explains the subject of digital image stabilization (DIS) and the different steps associated with it. Then three robust DIS techniques are enhanced and developed to stably remove the unwanted shaking phenomena in the image sequences and videos. These methods are the gray-coded bit-plane matching algorithm, feature-based matching algorithm, and target tracking algorithm which is tested as a real-time product.