In this work, we provide an in-depth overview of the Neural Radiance Fields NeRF method, its theoretical principles, its key features, and advantages, along with an analysis of the recent results achieved in this field by analyzing three different algorithms in this field. We also explore potential applications of NeRF in various disciplines, including 3D reconstruction, virtual and augmented reality, autonomous navigation, and robotics.

Мохрат М. (науч. рук. Колюбин С.А.) A REVIEW OF NEURAL RADIANCE FIELD FOR 3D RECONSTRUCTION TASK // Сборник тезисов докладов конгресса молодых ученых. Электронное издание. – СПб: Университет ИТМО, [2023]. URL: https://kmu.itmo.ru/digests/article/10667