Search Results for author: Matias Mattamala

Found 6 papers, 1 papers with code

Exosense: A Vision-Centric Scene Understanding System For Safe Exoskeleton Navigation

no code implementations21 Mar 2024 Jianeng Wang, Matias Mattamala, Christina Kassab, Lintong Zhang, Maurice Fallon

We demonstrate the system's robustness to the challenges of typical periodic walking gaits, and its ability to construct accurate semantically-rich maps in indoor settings.

Language Modelling Motion Planning +1

SiLVR: Scalable Lidar-Visual Reconstruction with Neural Radiance Fields for Robotic Inspection

no code implementations11 Mar 2024 Yifu Tao, Yash Bhalgat, Lanke Frank Tarimo Fu, Matias Mattamala, Nived Chebrolu, Maurice Fallon

We present a neural-field-based large-scale reconstruction system that fuses lidar and vision data to generate high-quality reconstructions that are geometrically accurate and capture photo-realistic textures.

Resilient Legged Local Navigation: Learning to Traverse with Compromised Perception End-to-End

no code implementations5 Oct 2023 Jin Jin, Chong Zhang, Jonas Frey, Nikita Rudin, Matias Mattamala, Cesar Cadena, Marco Hutter

In this paper, we model perception failures as invisible obstacles and pits, and train a reinforcement learning (RL) based local navigation policy to guide our legged robot.

Anomaly Detection Navigate +1

MEM: Multi-Modal Elevation Mapping for Robotics and Learning

1 code implementation28 Sep 2023 Gian Erni, Jonas Frey, Takahiro Miki, Matias Mattamala, Marco Hutter

Elevation maps are commonly used to represent the environment of mobile robots and are instrumental for locomotion and navigation tasks.

Colorization Human Detection +1

Fast Traversability Estimation for Wild Visual Navigation

no code implementations15 May 2023 Jonas Frey, Matias Mattamala, Nived Chebrolu, Cesar Cadena, Maurice Fallon, Marco Hutter

We demonstrate the advantages of our approach with experiments and ablation studies in challenging environments in forests, parks, and grasslands.

Navigate Self-Supervised Learning +1

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