This paper discusses two computationally efficient, nonlinear filters designed to detect locations of small targets in LADAR-range images. LADAR images are first smoothed using Choquet integral filters. The two detection filters are then applied. The results of the two filters are fused to reduce the number of false alarms and to increase the number of detections.