TY - JOUR KW - Hough Transform KW - Multiple Hypothesis Tracking AU - Emil Semerdjiev AU - Kiril Alexiev AU - Emanuil Djerassi AU - Pavlina Konstantinova AB -

A modification of the standard Multiple Hypothesis Tracking (MHT) measurement oriented algorithm version is proposed and evaluated in the paper. A Hough Transform track detector is implemented in MHT to filter false alarms. The measurements belonging to already detected tracks are arranged in MHT tracks by another standard MHT algorithm used asynchronously. At the cost of delayed track detection this MHT2-HT algorithm shows remarkable good performance and noise resistance.

BT - Information & Security: An International Journal DA - 1999 DO - 10.11610/isij.0210 LA - eng N2 -

A modification of the standard Multiple Hypothesis Tracking (MHT) measurement oriented algorithm version is proposed and evaluated in the paper. A Hough Transform track detector is implemented in MHT to filter false alarms. The measurements belonging to already detected tracks are arranged in MHT tracks by another standard MHT algorithm used asynchronously. At the cost of delayed track detection this MHT2-HT algorithm shows remarkable good performance and noise resistance.

PY - 1999 SP - 113 EP - 121 T2 - Information & Security: An International Journal TI - Multiple Hypothesis Tracking Using Hough Transform Track Detector VL - 2 ER -