Title : 
Information assessment of SAR data for ATR
         
        
            Author : 
Blasch, Capt Erik P ; Bryant, Mike
         
        
            Author_Institution : 
Inst. of Technol., Wright-Patterson AFB, OH, USA
         
        
        
        
        
        
            Abstract : 
Without successful adaptive multisensor fusion or online registration techniques, automatic target recognition (ATR) algorithms are prone to poor object classifications. Multisensor fusion for a given situation assessment includes identifying measurement information for task completion and reducing image uncertainty in the presence of clutter. By extracting synthetic aperture radar (SAR) image informational features, image registration and target classification is achievable. This paper examines SAR information-theoretic features for a target orientation and proposes a method for target classification
         
        
            Keywords : 
feature extraction; image recognition; military computing; radar clutter; radar tracking; sensor fusion; synthetic aperture radar; target tracking; ATR; SAR data; adaptive multisensor fusion; automatic target recognition algorithms; clutter; image informational features; image registration; image uncertainty; information-theoretic features; invariant feature detection; multisensor fusion; object classifications; online registration; situation assessment; synthetic aperture radar; target classification; target orientation; task completion; Aerospace electronics; Clutter; Image registration; Image sensors; Object recognition; Radar detection; Radar tracking; Sensor phenomena and characterization; Synthetic aperture radar; Target recognition;
         
        
        
        
            Conference_Titel : 
Aerospace and Electronics Conference, 1998. NAECON 1998. Proceedings of the IEEE 1998 National
         
        
            Conference_Location : 
Dayton, OH
         
        
        
            Print_ISBN : 
0-7803-4449-9
         
        
        
            DOI : 
10.1109/NAECON.1998.710144