PRIYANKA MUDGAL

My research is on computer vision using deep learning. Several years of experience in computer vision and multimedia topics such as image compression, image aesthetics/quality. Interested in developing/implementing state-of-the-art computer vision and machine learning algorithms... Social media popularity has increased over the years. Millions of images are uploaded and shared on social media daily. Image popularity prediction is extensively studied over past years. Several research works have shown that image content and social context play an important role in predicting image popularity. However, the impact of image aesthetics and quality on popularity has not been studied in detail until now. In this paper, we report a detailed study and analysis for finding the correlation between image quality/aesthetics and image popularity. To solidify the understanding of the impact, we present experimental results that are conducted on SMP 2020 and ICIP image popularity 2020 datasets to..