Based on the continuity and smothness of target tracks in the image sequence
and non-lin-ear detection scheme which transfer the problem of detection to the problem of miniminimizing an overall cost function is formulated.Two algorithms corresponding to track of maneuvering as well as non-maneuvering targets are discussed in detail. The detection performance is also estimated.