Title :
Reconfigurable object detection in FLIR image sequences
Author :
Scalera, Jonathan E. ; Jones, Creed F. ; Soni, Maneesh ; Bucciero, Mark B. ; Athanas, Peter M. ; Abbott, A. Lynn ; Mishra, Amitabh
Author_Institution :
Bradley Dept. of Electr. & Comput. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Abstract :
Future surveillance operations will require easily deployable "microsensors" that are capable of autonomous detection and identification of objects. These devices will operate under severe limitations on energy consumption, to enable battery-powered operation. They will assess sensor inputs locally, transmitting data only after objects of interest have been detected and extracted from sensor data. This paper describes a prototype system that detects and tracks moving objects in image sequences obtained from an infrared video camera. Computation in the system is distributed across an FPGA and a DSP chip. The current system analyzes input images, in search of objects that meet predefined criteria. If these criteria are met, the system extracts a sub-image (or "chip") that contains an object of interest, and then transmits that to a central site for manual review and further analysis.
Keywords :
digital signal processing chips; field programmable gate arrays; image sequences; object detection; reconfigurable architectures; FLIR; image sequences; infrared video camera; moving objects; object detection; partitioning; prototype system; surveillance operations; Cameras; Data mining; Energy consumption; Image sequences; Infrared detectors; Infrared imaging; Microsensors; Object detection; Prototypes; Surveillance;
Conference_Titel :
Field-Programmable Custom Computing Machines, 2002. Proceedings. 10th Annual IEEE Symposium on
Print_ISBN :
0-7695-1801-X
DOI :
10.1109/FPGA.2002.1106686