Digital Image Processing has been increasingly used in several fields with great impact. This paper describes the basic design & working of a knowledge based system based on Fuzzy Logic using the digital image processing techniques for identification of hidden or misplaced objects. The automated system will aid in search & rescue missions among other image processing applications. This will help in bringing down the search time & help in faster identification of concerned objects.