Title :
Adaptive camera regulation for investigation of real scenes
Author :
Murino, Vittorio ; Foresti, Gian Luca ; Regazzoni, Carlo S.
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
fDate :
10/1/1996 12:00:00 AM
Abstract :
An adaptive strategy for regulating the intrinsic parameters of a charge coupled device (CCD) visual camera is presented. The parameter regulation procedure is based on the computation of the “quality” of an acquired signal by means of a set of functions which estimate the goodness of the datum. Each function performs a quantitative evaluation by computing several features derived from the high-frequency content of an image or from the histogram analysis. The regulation strategy uses such values to compute the actual values of the camera parameters, i.e., focusing distance, aperture diameter, electronic gain, and black level. Moreover, the same strategy can be applied both to the whole image and to smaller subareas, therefore providing a focus-of-attention mechanism. This is useful for automatic investigation and control of environments subject to dynamically changing conditions (e.g., illumination and structure of a scene), whenever it is not possible to interact directly with such environments
Keywords :
CCD image sensors; adaptive control; cameras; computer vision; control system synthesis; intelligent control; optical variables control; quality control; real-time systems; CCD visual camera; adaptive camera regulation; aperture diameter; black level; control design; electronic gain; focus-of-attention mechanism; focusing distance; high-frequency signal content; histogram analysis; parameter regulation procedure; quantitative evaluation; real scenes; signal quality; Cameras; Charge coupled devices; Charge-coupled image sensors; Focusing; High performance computing; Histograms; Image analysis; Layout; Performance analysis; Performance evaluation;
Journal_Title :
Industrial Electronics, IEEE Transactions on