Title :
Signature Evaluation for Thermal Infrared Countermine and IED Detection Systems: Large-Area Simulations in an Operational Computing Environment
Author :
Peters, John F. ; Howington, Stacy E. ; Eslinger, Owen ; Ballard, Jerry ; Fairley, Josh R. ; Goodson, Ricky ; Carpenter, Virginia
Author_Institution :
Corps of Eng., Eng. R&D Center (ERDC), US Army, Vicksburg, MS, USA
Abstract :
The countermine test bed (CTB) and accompanying tools provide a means to optimize thermal infrared sensor systems and automated target recognition algorithms. The CTB has been validated through a series of studies conducted since 2006. During that time, the capability of the CTB has been vastly expanded, particularly in regards to the size of the domain that can be modeled. The CTB consists of four independent models that are coupled through file transfers. Optimization of the system involves a scheduling problem whereby the processors are assigned to individual sub-models in accordance with their run times. The ground model and the ray caster dominate computations, with the other sub-models operating virtually as background processes.
Keywords :
infrared imaging; landmine detection; object detection; object recognition; scheduling; CTB; IED detection systems; automated target recognition algorithms; countermine test bed; file transfers; operational computing environment; ray caster; scheduling problem; signature evaluation; thermal infrared countermine; thermal infrared sensor systems; Computational modeling; Data models; Program processors; Soil; Temperature sensors; Timing; Vegetation mapping;
Conference_Titel :
DoD High Performance Computing Modernization Program Users Group Conference (HPCMP-UGC), 2009
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-5768-7
DOI :
10.1109/HPCMP-UGC.2009.53