Real-Time Branch-to-Tool Distance Estimation for Autonomous UAV Pruning: Benchmarking Five DEFOM-Stereo Variants from Simulation to Jetson Deployment
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Yida, Xue, Bing, Zhang, Mengjie, Schofield, Sam, Green, Richard |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Progressive Per-Branch Depth Optimization for DEFOM-Stereo and SAM3 Joint Analysis in UAV Forestry Applications
by: Lin, Yida, et al.
Published: (2026)
by: Lin, Yida, et al.
Published: (2026)
Training Deep Stereo Matching Networks on Tree Branch Imagery: A Benchmark Study for Real-Time UAV Forestry Applications
by: Lin, Yida, et al.
Published: (2026)
by: Lin, Yida, et al.
Published: (2026)
Towards Gold-Standard Depth Estimation for Tree Branches in UAV Forestry: Benchmarking Deep Stereo Matching Methods
by: Lin, Yida, et al.
Published: (2026)
by: Lin, Yida, et al.
Published: (2026)
Low-Cost Stereo Vision for Robust 3D Positioning of Thin Radiata Pine Branches in Autonomous Drone Pruning
by: Lin, Yida, et al.
Published: (2026)
by: Lin, Yida, et al.
Published: (2026)
YOLO and SGBM Integration for Autonomous Tree Branch Detection and Depth Estimation in Radiata Pine Pruning Applications
by: Lin, Yida, et al.
Published: (2025)
by: Lin, Yida, et al.
Published: (2025)
Drone Stereo Vision for Radiata Pine Branch Detection and Distance Measurement: Integrating SGBM and Segmentation Models
by: Lin, Yida, et al.
Published: (2024)
by: Lin, Yida, et al.
Published: (2024)
Drone Stereo Vision for Radiata Pine Branch Detection and Distance Measurement: Utilizing Deep Learning and YOLO Integration
by: Lin, Yida, et al.
Published: (2024)
by: Lin, Yida, et al.
Published: (2024)
UE5-Forest: A Photorealistic Synthetic Stereo Dataset for UAV Forestry Depth Estimation
by: Lin, Yida, et al.
Published: (2026)
by: Lin, Yida, et al.
Published: (2026)
Generalization Evaluation of Deep Stereo Matching Methods for UAV-Based Forestry Applications
by: Lin, Yida, et al.
Published: (2025)
by: Lin, Yida, et al.
Published: (2025)
Performance Evaluation of Deep Learning for Tree Branch Segmentation in Autonomous Forestry Systems
by: Lin, Yida, et al.
Published: (2025)
by: Lin, Yida, et al.
Published: (2025)
A Comprehensive Survey on Stereo Matching and Depth Estimation: From Classical Pipelines to Deep Learning Architectures
by: Lin, Yida, et al.
Published: (2025)
by: Lin, Yida, et al.
Published: (2025)
Genetic Algorithms For Parameter Optimization for Disparity Map Generation of Radiata Pine Branch Images
by: Lin, Yida, et al.
Published: (2025)
by: Lin, Yida, et al.
Published: (2025)
Position radiata pine branches requiring pruning by drone stereo vision
by: Lin, Yida, et al.
Published: (2025)
by: Lin, Yida, et al.
Published: (2025)
Positioning radiata pine branches requiring pruning by drone stereo vision
by: Lin, Yida, et al.
Published: (2026)
by: Lin, Yida, et al.
Published: (2026)
DEFOM-Stereo: Depth Foundation Model Based Stereo Matching
by: Jiang, Hualie, et al.
Published: (2025)
by: Jiang, Hualie, et al.
Published: (2025)
Revisiting Stereo Triangulation in UAV Distance Estimation
by: Zhuang, Jiafan, et al.
Published: (2023)
by: Zhuang, Jiafan, et al.
Published: (2023)
Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical Investigation
by: Swaminathan, Tushar Prasanna, et al.
Published: (2024)
by: Swaminathan, Tushar Prasanna, et al.
Published: (2024)
JExplore: Design Space Exploration Tool for Nvidia Jetson Boards
by: Kutukcu, Basar, et al.
Published: (2025)
by: Kutukcu, Basar, et al.
Published: (2025)
Beyond Simulation: Benchmarking World Models for Planning and Causality in Autonomous Driving
by: Schofield, Hunter, et al.
Published: (2025)
by: Schofield, Hunter, et al.
Published: (2025)
When Spike Sparsity Does Not Translate to Deployed Cost: VS-WNO on Jetson Orin Nano
by: Yoo, Jason, et al.
Published: (2026)
by: Yoo, Jason, et al.
Published: (2026)
Lionfish Derbies: An Effective Tool for Local Control?
by: Akins, L., et al.
Published: (2012)
by: Akins, L., et al.
Published: (2012)
EvoTSC: Evolving Feature Learning Models for Time Series Classification via Genetic Programming
by: Yang, Xuanhao, et al.
Published: (2026)
by: Yang, Xuanhao, et al.
Published: (2026)
Distance Referencing: Real-Time Conference Tools.
by: Jia, Peijun
Published: (2003)
by: Jia, Peijun
Published: (2003)
Benchmarking Jetson Edge Devices with an End-to-end Video-based Anomaly Detection System
by: Pham, Hoang Viet, et al.
Published: (2023)
by: Pham, Hoang Viet, et al.
Published: (2023)
Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching
by: Wen, Bowen, et al.
Published: (2025)
by: Wen, Bowen, et al.
Published: (2025)
DreamStereo: Towards Real-Time Stereo Inpainting for HD Videos
by: Huang, Yuan, et al.
Published: (2026)
by: Huang, Yuan, et al.
Published: (2026)
The MRS UAV System: Pushing the Frontiers of Reproducible Research, Real-world Deployment, and Education with Autonomous Unmanned Aerial Vehicles
by: Baca, Tomas, et al.
Published: (2020)
by: Baca, Tomas, et al.
Published: (2020)
Profiling Concurrent Vision Inference Workloads on NVIDIA Jetson -- Extended
by: Chakraborty, Abhinaba, et al.
Published: (2025)
by: Chakraborty, Abhinaba, et al.
Published: (2025)
Solver-Independent Automated Problem Formulation via LLMs for High-Cost Simulation-Driven Design
by: Li, Yuchen, et al.
Published: (2025)
by: Li, Yuchen, et al.
Published: (2025)
REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
by: Garg, Divyansh, et al.
Published: (2025)
by: Garg, Divyansh, et al.
Published: (2025)
UAV Marketplace Simulation Tool for BVLOS Operations
by: Şerefoğlu, Kıvanç, et al.
Published: (2025)
by: Şerefoğlu, Kıvanç, et al.
Published: (2025)
Autonomous Battery Optimization by Deploying Distributed Experiments and Simulations
by: Monika Vogler, et al.
Published: (2024)
by: Monika Vogler, et al.
Published: (2024)
PruneTIR: Inference-Time Tool Call Pruning for Effective yet Efficient Tool-Integrated Reasoning
by: Zhang, Luan, et al.
Published: (2026)
by: Zhang, Luan, et al.
Published: (2026)
UAV Deployment Optimization in UAV-assisted Wireless Communications
by: Zhang, Xueqi, et al.
Published: (2024)
by: Zhang, Xueqi, et al.
Published: (2024)
StereoMamba: Real-time and Robust Intraoperative Stereo Disparity Estimation via Long-range Spatial Dependencies
by: Wang, Xu, et al.
Published: (2025)
by: Wang, Xu, et al.
Published: (2025)
SurfSLAM: Sim-to-Real Underwater Stereo Reconstruction For Real-Time SLAM
by: Bagoren, Onur, et al.
Published: (2026)
by: Bagoren, Onur, et al.
Published: (2026)
Automated real-time cervical cancer diagnosis using NVIDIA Jetson Nano
by: Mulmule, Pallavi, et al.
Published: (2025)
by: Mulmule, Pallavi, et al.
Published: (2025)
Characterizing the Performance of Accelerated Jetson Edge Devices for Training Deep Learning Models
by: K., Prashanthi S., et al.
Published: (2025)
by: K., Prashanthi S., et al.
Published: (2025)
Deploying Differential Distance as an Instrumental Variable: Alternative Forms, Estimators, and Specifications
by: Donghoon Lee, et al.
Published: (2025)
by: Donghoon Lee, et al.
Published: (2025)
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation
by: Zayene, Mehdi, et al.
Published: (2024)
by: Zayene, Mehdi, et al.
Published: (2024)
Similar Items
-
Progressive Per-Branch Depth Optimization for DEFOM-Stereo and SAM3 Joint Analysis in UAV Forestry Applications
by: Lin, Yida, et al.
Published: (2026) -
Training Deep Stereo Matching Networks on Tree Branch Imagery: A Benchmark Study for Real-Time UAV Forestry Applications
by: Lin, Yida, et al.
Published: (2026) -
Towards Gold-Standard Depth Estimation for Tree Branches in UAV Forestry: Benchmarking Deep Stereo Matching Methods
by: Lin, Yida, et al.
Published: (2026) -
Low-Cost Stereo Vision for Robust 3D Positioning of Thin Radiata Pine Branches in Autonomous Drone Pruning
by: Lin, Yida, et al.
Published: (2026) -
YOLO and SGBM Integration for Autonomous Tree Branch Detection and Depth Estimation in Radiata Pine Pruning Applications
by: Lin, Yida, et al.
Published: (2025)