Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead
Fuente:
arXiv
Saved in:
| Main Authors: | Mattamala, Matías, Chebrolu, Nived, Frey, Jonas, Freißmuth, Leonard, Oh, Haedam, Casseau, Benoit, Hutter, Marco, Fallon, Maurice |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Autonomous Forest Inventory with Legged Robots: System Design and Field Deployment
by: Mattamala, Matías, et al.
Published: (2024)
by: Mattamala, Matías, et al.
Published: (2024)
Markerless Aerial-Terrestrial Co-Registration of Forest Point Clouds using a Deformable Pose Graph
by: Casseau, Benoit, et al.
Published: (2024)
by: Casseau, Benoit, et al.
Published: (2024)
Evaluation and Deployment of LiDAR-based Place Recognition in Dense Forests
by: Oh, Haedam, et al.
Published: (2024)
by: Oh, Haedam, et al.
Published: (2024)
Online Tree Reconstruction and Forest Inventory on a Mobile Robotic System
by: Freißmuth, Leonard, et al.
Published: (2024)
by: Freißmuth, Leonard, et al.
Published: (2024)
TreeLoc++: Robust 6-DoF LiDAR Localization in Forests with a Compact Digital Forest Inventory
by: Jung, Minwoo, et al.
Published: (2026)
by: Jung, Minwoo, et al.
Published: (2026)
Wild Visual Navigation: Fast Traversability Learning via Pre-Trained Models and Online Self-Supervision
by: Mattamala, Matías, et al.
Published: (2024)
by: Mattamala, Matías, et al.
Published: (2024)
TreeLoc: 6-DoF LiDAR Global Localization in Forests via Inter-Tree Geometric Matching
by: Jung, Minwoo, et al.
Published: (2026)
by: Jung, Minwoo, et al.
Published: (2026)
SiLVR: Scalable Lidar-Visual Reconstruction with Neural Radiance Fields for Robotic Inspection
by: Tao, Yifu, et al.
Published: (2024)
by: Tao, Yifu, et al.
Published: (2024)
DigiForest: Digital Analytics and Robotics for Sustainable Forestry
by: Camurri, Marco, et al.
Published: (2026)
by: Camurri, Marco, et al.
Published: (2026)
LT-Exosense: A Vision-centric Multi-session Mapping System for Lifelong Safe Navigation of Exoskeletons
by: Wang, Jianeng, et al.
Published: (2025)
by: Wang, Jianeng, et al.
Published: (2025)
MEM: Multi-Modal Elevation Mapping for Robotics and Learning
by: Erni, Gian, et al.
Published: (2023)
by: Erni, Gian, et al.
Published: (2023)
Osprey: Multi-Session Autonomous Aerial Mapping with LiDAR-based SLAM and Next Best View Planning
by: Border, Rowan, et al.
Published: (2023)
by: Border, Rowan, et al.
Published: (2023)
PlanarMesh: Building Compact 3D Meshes from LiDAR using Incremental Adaptive Resolution Reconstruction
by: Wang, Jiahao, et al.
Published: (2025)
by: Wang, Jiahao, et al.
Published: (2025)
GrandTour: A Legged Robotics Dataset in the Wild for Multi-Modal Perception and State Estimation
by: Frey, Jonas, et al.
Published: (2026)
by: Frey, Jonas, et al.
Published: (2026)
Language-EXtended Indoor SLAM (LEXIS): A Versatile System for Real-time Visual Scene Understanding
by: Kassab, Christina, et al.
Published: (2023)
by: Kassab, Christina, et al.
Published: (2023)
VILENS: Visual, Inertial, Lidar, and Leg Odometry for All-Terrain Legged Robots
by: Wisth, David, et al.
Published: (2021)
by: Wisth, David, et al.
Published: (2021)
Sapling-NeRF: Geo-Localised Sapling Reconstruction in Forests for Ecological Monitoring
by: Muñoz-Bañón, Miguel Ángel, et al.
Published: (2026)
by: Muñoz-Bañón, Miguel Ángel, et al.
Published: (2026)
LEXI-SG: Monocular 3D Scene Graph Mapping with Room-Guided Feed-Forward Reconstruction
by: Kassab, Christina, et al.
Published: (2026)
by: Kassab, Christina, et al.
Published: (2026)
Factor Graph Fusion of Raw GNSS Sensing with IMU and Lidar for Precise Robot Localization without a Base Station
by: Beuchert, Jonas, et al.
Published: (2022)
by: Beuchert, Jonas, et al.
Published: (2022)
The Bare Necessities: Designing Simple, Effective Open-Vocabulary Scene Graphs
by: Kassab, Christina, et al.
Published: (2024)
by: Kassab, Christina, et al.
Published: (2024)
Learned Perceptive Forward Dynamics Model for Safe and Platform-aware Robotic Navigation
by: Roth, Pascal, et al.
Published: (2025)
by: Roth, Pascal, et al.
Published: (2025)
Boxi: Design Decisions in the Context of Algorithmic Performance for Robotics
by: Frey, Jonas, et al.
Published: (2025)
by: Frey, Jonas, et al.
Published: (2025)
Kleinkram: Open Robotic Data Management
by: Püntener, Cyrill, et al.
Published: (2025)
by: Püntener, Cyrill, et al.
Published: (2025)
Exosense: A Vision-Based Scene Understanding System For Exoskeletons
by: Wang, Jianeng, et al.
Published: (2024)
by: Wang, Jianeng, et al.
Published: (2024)
OpenLex3D: A Tiered Evaluation Benchmark for Open-Vocabulary 3D Scene Representations
by: Kassab, Christina, et al.
Published: (2025)
by: Kassab, Christina, et al.
Published: (2025)
Learning Robust Autonomous Navigation and Locomotion for Wheeled-Legged Robots
by: Lee, Joonho, et al.
Published: (2024)
by: Lee, Joonho, et al.
Published: (2024)
DAPPER: Discriminability-Aware Policy-to-Policy Preference-Based Reinforcement Learning for Query-Efficient Robot Skill Acquisition
by: Kadokawa, Yuki, et al.
Published: (2025)
by: Kadokawa, Yuki, et al.
Published: (2025)
RoadRunner M&M -- Learning Multi-range Multi-resolution Traversability Maps for Autonomous Off-road Navigation
by: Patel, Manthan, et al.
Published: (2024)
by: Patel, Manthan, et al.
Published: (2024)
Less Is More: Scalable Visual Navigation from Limited Data
by: Inglin, Yves, et al.
Published: (2026)
by: Inglin, Yves, et al.
Published: (2026)
Learning Risk-Aware Quadrupedal Locomotion using Distributional Reinforcement Learning
by: Schneider, Lukas, et al.
Published: (2023)
by: Schneider, Lukas, et al.
Published: (2023)
Task-Oriented Robot-Human Handovers on Legged Manipulators
by: Tulbure, Andreea, et al.
Published: (2026)
by: Tulbure, Andreea, et al.
Published: (2026)
Pedipulate: Enabling Manipulation Skills using a Quadruped Robot's Leg
by: Arm, Philip, et al.
Published: (2024)
by: Arm, Philip, et al.
Published: (2024)
SiLVR: Scalable Lidar-Visual Radiance Field Reconstruction with Uncertainty Quantification
by: Tao, Yifu, et al.
Published: (2025)
by: Tao, Yifu, et al.
Published: (2025)
Diffusion Based Robust LiDAR Place Recognition
by: Krummenacher, Benjamin, et al.
Published: (2025)
by: Krummenacher, Benjamin, et al.
Published: (2025)
Large-Scale Autonomous Gas Monitoring for Volcanic Environments: A Legged Robot on Mount Etna
by: Richter, Julia, et al.
Published: (2026)
by: Richter, Julia, et al.
Published: (2026)
Holistic Fusion: Task- and Setup-Agnostic Robot Localization and State Estimation with Factor Graphs
by: Nubert, Julian, et al.
Published: (2025)
by: Nubert, Julian, et al.
Published: (2025)
DeFM: Learning Foundation Representations from Depth for Robotics
by: Patel, Manthan, et al.
Published: (2026)
by: Patel, Manthan, et al.
Published: (2026)
PAINT: Partner-Agnostic Intent-Aware Cooperative Transport with Legged Robots
by: Cao, Zhihao, et al.
Published: (2026)
by: Cao, Zhihao, et al.
Published: (2026)
Cybathlon -- Legged Mobile Assistance for Quadriplegics
by: Scheidemann, Carmen, et al.
Published: (2024)
by: Scheidemann, Carmen, et al.
Published: (2024)
AERO-VIS: Asynchronous Event-based Real-time Onboard Visual-Inertial SLAM
by: Burkhardt, Yannick, et al.
Published: (2026)
by: Burkhardt, Yannick, et al.
Published: (2026)
Similar Items
-
Autonomous Forest Inventory with Legged Robots: System Design and Field Deployment
by: Mattamala, Matías, et al.
Published: (2024) -
Markerless Aerial-Terrestrial Co-Registration of Forest Point Clouds using a Deformable Pose Graph
by: Casseau, Benoit, et al.
Published: (2024) -
Evaluation and Deployment of LiDAR-based Place Recognition in Dense Forests
by: Oh, Haedam, et al.
Published: (2024) -
Online Tree Reconstruction and Forest Inventory on a Mobile Robotic System
by: Freißmuth, Leonard, et al.
Published: (2024) -
TreeLoc++: Robust 6-DoF LiDAR Localization in Forests with a Compact Digital Forest Inventory
by: Jung, Minwoo, et al.
Published: (2026)