Vallabh Nadgir

Memory-Efficient Real Time Many-Class 3D Metric-Semantic Mapping

Metric-semantic 3D mapping is the process of creating class-labeled 3D maps by fusing the information from images captured by a moving camera. The memory usage required by standard solutions grows linearly with the number of semantic classes being considered, which can pose a bottleneck in large and