An adaptive learning algorithm uses a light sensor and a content analyzer to generate boost curves of low-end pixel values to boost the brightness of display content. The adaptive learning algorithm considers the user's manual input to learn the user's preferred boost curves for given conditions. The boost curves are used to digitally boost the gain of the low-end pixels to have higher brightness to improve the visibility of dark display content.