This talk is concerned with fundamental aspects of Intelligent Pattern Recognition and Applications to Imaging. It basically includes the following: Basic Concept of Automata, Grammars, Trees, Graphs and Languages. Ambiguity and its Importance, Brief Overview of Artificial Intelligence (AI), Brief Overview of Pattern Recognition (PR), What is Intelligent Pattern Recognition (IPR)? Finally, some future research directions are discussed.