In the realm of video coding. the quest for enhanced efficiency is unending. This study introduces a novel optimization in High Efficiency Video Coding (HEVC) by refining intra-mode estimation through Hadamard cost analysis. With the rapid evolution of codecs. https://www.littletreehouselanes.shop/product-category/sensory-toys/