%A S.F. Ali %A J. Jaffar %A A.S. Malik %T Proposed framework of Intelligent Video Automatic Target Recognition System (IVATRs) %C Perak %L scholars1623 %J 2011 National Postgraduate Conference - Energy and Sustainability: Exploring the Innovative Minds, NPC 2011 %O cited By 1; Conference of 3rd National Postgraduate Conference - Energy and Sustainability: Exploring the Innovative Minds, NPC 2011 ; Conference Date: 19 September 2011 Through 20 September 2011; Conference Code:88531 %R 10.1109/NatPC.2011.6136315 %D 2011 %K AI techniques; Hybrid mechanisms; Hybrid method; Intelligent video; Support vector; Targeted objects; Theoretical models, Automatic target recognition; Genetic algorithms; Intelligent systems; Neural networks; Sustainable development, Feature extraction %X In this paper we have introduce a novel hybrid method framework for feature extraction using genetic algorithms in Automatic Target Recognition. In this paper we have given a complete framework and approach for making the system of Automatic Target Recognition System we suggest the name of IVATRs (Intelligent Video Automatic Target Recognition System). This framework will be helpful for making a bridge between the theoretical models of AI techniques and their implementations with hardware. During this study our objective is to design a hybrid mechanism for the currently existing ATRs techniques. This study will also lead us to the result of predicting the behavior of targeted objects and future machines. © 2011 IEEE.