Sehyun Cha

Fast Spatial Reasoning of Implicit 3D Maps through Explicit Near-Far Sampling Range Prediction

3D mapping is critical for many robotics applications, such as autonomous navigation and object manipulation. Recently, deep implicit mapping approaches have received much attention for their compactness and ability to represent fine-grained details. However, without explicit guidance, such implicit…