Title :
Detection of people and animals using non-imaging sensors
Author :
Damarla, Thyagaraju ; Mehmood, Asif ; Sabatier, James
Author_Institution :
U.S. Army Res. Lab., Adelphi, MD, USA
Abstract :
Non-imaging sensors offer low power and long lasting solutions for perimeter, border crossing, and forward operating base protection. In this paper, we study the utility of acoustic, seismic, and ultrasonic transducers for detection and identification of people and animals. Various algorithms will be developed for them, which are computationally less intensive and amenable to implement on sensor network. We identify the physics-based phenomenology associated with the targets and the features selected for classification are based on the phenomenology. We fuse the results from various sensor modalities to achieve higher probability of correct classification.
Keywords :
object detection; sensor fusion; ultrasonic transducers; acoustic transducers; nonimaging sensors; personnel detection; seismic transducers; sensor fusion; ultrasonic transducers; Acoustics; Horses; Humans; Legged locomotion; Sensor phenomena and characterization; Personnel detection; acoustic; phenomenology; seismic and ultrasonic; sensor fusion;
Conference_Titel :
Information Fusion (FUSION), 2011 Proceedings of the 14th International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4577-0267-9