Search Results for author: Kurran Singh

Found 4 papers, 1 papers with code

LOSS-SLAM: Lightweight Open-Set Semantic Simultaneous Localization and Mapping

no code implementations5 Apr 2024 Kurran Singh, Tim Magoun, John J. Leonard

Enabling robots to understand the world in terms of objects is a critical building block towards higher level autonomy.

Simultaneous Localization and Mapping

NeuSE: Neural SE(3)-Equivariant Embedding for Consistent Spatial Understanding with Objects

no code implementations13 Mar 2023 Jiahui Fu, Yilun Du, Kurran Singh, Joshua B. Tenenbaum, John J. Leonard

We present NeuSE, a novel Neural SE(3)-Equivariant Embedding for objects, and illustrate how it supports object SLAM for consistent spatial understanding with long-term scene changes.

Object Object SLAM

Robust Change Detection Based on Neural Descriptor Fields

no code implementations1 Aug 2022 Jiahui Fu, Yilun Du, Kurran Singh, Joshua B. Tenenbaum, John J. Leonard

The ability to reason about changes in the environment is crucial for robots operating over extended periods of time.

Change Detection Object

Discrete-Continuous Smoothing and Mapping

1 code implementation25 Apr 2022 Kevin J. Doherty, Ziqi Lu, Kurran Singh, John J. Leonard

In particular, we provide a library, DC-SAM, extending existing tools for inference problems defined in terms of factor graphs to the setting of discrete-continuous models.

Point Cloud Registration

Cannot find the paper you are looking for? You can Submit a new open access paper.