Image Aesthetic Quality Assessment and Enhancement

Aesthetics refers to the principle of the nature and appreciation of beauty. Judging beauty and other aesthetic qualities of photographs is highly subjective task. This system classifies the pleasing and non-pleasing images based on photography rules ex.(rule-of-third, depth-of-field, rule-of-simplicity). The proposed system automatically infers aesthetic quality of images by finding the aesthetic score using regression technique. Based on threshold value the image is classified as pleasing and not pleasing image .Then system will check which photography rule are not obeyed by the image ex.(rule-of third, depth-of-field, rule-of-simplicity) and try to enhance image based on these rule so the image will at-least cross the threshold value. For all non-pleasing image this system will automatically enhance and improvise the aesthetic quality to make it a pleasing image. Application of this system includes digital photography, still advertisement, educational institutes and for designing attractive website. This system can become a guide for people if it is integrated with a smart camera. It also helps in improving the image quality in applications like image-viewer, image-editor and also you-tube images. It can also be used in flash cards which helps student to learn faster and in an interesting manner.