ECG is essentially a graphical representation of heart beat- signals and their features utilized to diagnose heart defects. The ECG signal experiences many forms of objects during the acquisition of the ECG.[1]. Such artifacts significantly affect the ST section, decrease the resolution of the signal frequency, present broad amplitude signals in ECG that may mimic PQRST wave forms and hinder proper clinical diagnosis and monitoring. One essential task for better diagnosis is to resolve these artifacts in ECG signals. A major problem to address ECG signals is recovery of high-resolution images from polluted background noise. The objective of improving the ECG signal is to discern the correct signal from unnecessary components of the objects, to provide ECG, which facilitates easy and accurate interpretation of the ECG, which facilitates easy and accurate interpretation.