Title :
Two-stage rapid targets detection algorithm
Author :
Prokopenko, Igor ; Vovk, Vitalii ; Omelchuk, Igor ; Chirka, Yurii
Author_Institution :
Aviation Radio-Electron. Complexes Dept., Nat. Aviation Univ., Kiev, Ukraine
Abstract :
In this paper we propose and study a two-stage algorithm for detecting rapid moving objects by analysis of a sensor data in the form of two-dimensional images. At the first stage trajectory parameters are extracted from the image using ordinary least squares technique. At the second stage this information is used to integrate the power backscattered from the target along the estimated trajectory, and decision about object presence or absence is made depending on the result of the integration.
Keywords :
least squares approximations; object detection; 2D images; object detection; ordinary least squares technique; sensor data; two stage rapid targets detection algorithm; Mathematical model; Radar imaging; Radar tracking; Smoothing methods; Target tracking; Trajectory; detection; moving objects; ordinary least squares; tracking;
Conference_Titel :
Signal Processing Symposium (SPS), 2013
Conference_Location :
Serock
DOI :
10.1109/SPS.2013.6623578