A new method called modified histogram equalization has been developed to enhance image contrast more effectively than traditional methods. By analyzing the brightness distribution in images, this technique can improve contrast without losing details of small objects. This approach offers a more efficient way to enhance image quality in automatic imaging and processing applications.