Karkuzhali S et al.trans. 2026. Facial Emotion Recognition and Synthesis with Convolutional Neural Networks. International Journal of Emerging Science and Engineering (IJESE). 14, 3 (Feb. 2026), 31–42. DOI:https://doi.org/10.35940/ijese.F2559.14030226.