Object shape and camera motion recovery from an image sequence have been studied by many researchers. Theoretically, these methods are perfect, but they are sensitive to noise, so that in many practical situations, satisfactory results cannot be obtained. To solve this problem, we propose a shape and motion recovery method based on the sensor fusion technique. This method uses a gyro sensor attached on a video camera for compensating images. We obtained good experimental results.