Enhancement of image sequences from a forward-looking airborne camera

John P. Oakley, B. L. Satherley, Chris G. Harrison, Costas S. Xydeas

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Abstract

    When an aircraft is flying in conditions of low level mist or cloud, visibility of terrain features from the cockpit may be low. However, if image enhancement techniques are applied to a sequence of images (captured at 25 Hz with a cockpit-mounted camera), the effective visibility of terrain features can be increased. The main sources of image degradation are sensor noise and the scattering and attenuation of light by haze and fog. We present a two-stage algorithm that reduces such degradation through temporal processing. The first stage involves motion- compensated temporal averaging of a set of consecutive images. The frame-to-frame visual motion is calculated using navigational information, a model of the camera, and a database of terrain elevations. Since this motion is predicted independently of image content, it is unaffected by the degradation. The temporal averaging of a sequence of images produces an averaged image with a decreased level of sensor noise. The second stage reverses the loss of contrast caused by the atmosphere. The total light detected by the camera is the sum of the light scattered from the terrain and that scattered from the atmospheric particles, both of which are functions of the distance from the camera to the terrain. By considering the relationship between depth and brightness, a parametric model for the total light detected is proposed. The parameters of this model provide the means to subtract the component of light due to atmospheric scattering and to then scale the result to compensate for the attenuation of the light reflected from the terrain. The algorithm has been applied to forward-looking image sequences captured in both good and poor visibility conditions. The results show a considerable increase in effective visibility over the unprocessed images.
    Original languageEnglish
    Title of host publicationProceedings of SPIE - The International Society for Optical Engineering|Proc SPIE Int Soc Opt Eng
    EditorsRobert L. Stevenson, M.Ibrahim Sezan
    Pages266-276
    Number of pages10
    Volume2666
    Publication statusPublished - 1996
    EventImage and Video Processing IV - San Jose, CA, USA
    Duration: 1 Jul 1996 → …

    Conference

    ConferenceImage and Video Processing IV
    CitySan Jose, CA, USA
    Period1/07/96 → …

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