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Pedestrian detection is one of the significant task in any intelligent systems involving video surveillance, since it provides essential information regarding the semantic behavior of pedestrians from video footages. Pedestrian detection along with tracking serves as an obvious extension to automotive applications in design and improvement of safety systems. However, various challenges arise while...