The paper introduces a novel image compression technique based on pixel combinations that aims to enhance both lossless and lossy compression methods. This technique, which demonstrates competitive compression ratios compared to traditional methods, is adaptable for various data types beyond images. Experimental results indicate significant advantages in compression rates, especially for specific types of data such as medical imagery, while emphasizing the potential for future optimization and application in data security areas.