For the moving target tracking mode, this paper propor. es a fusion target detection algorithm to realize the detection for weak object.

To overcome the weak object feature description ability of existing human tracking methods in infrared images, a PHOG-based human tracking algorithm is designed.

Aiming at the problem of weak object detection with complex background, a detection algorithm based on composite RBF network and chaotic theory is presented in this paper.