Tristan Laidow

iMODE:Real-Time Incremental Monocular Dense Mapping Using Neural Field

We present a novel real-time dense and semantic neural field mapping system that uses only monocular images as input. Our scene representation is a dense continuous radiance field represented by a Multi-Layer Perceptron (MLP), trained from scratch in real-time. We build on high-performance sparse vi…