Generalization Evaluation of Deep Stereo Matching Methods for UAV-Based Forestry Applications
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Yida, Xue, Bing, Zhang, Mengjie, Schofield, Sam, Green, Richard |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
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)
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)
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)
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)
Real-Time Branch-to-Tool Distance Estimation for Autonomous UAV Pruning: Benchmarking Five DEFOM-Stereo Variants from Simulation to Jetson Deployment
by: Lin, Yida, et al.
Published: (2026)
by: Lin, Yida, et al.
Published: (2026)
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)
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)
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)
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)
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)
Positioning radiata pine branches requiring pruning by drone stereo vision
by: Lin, Yida, et al.
Published: (2026)
by: Lin, Yida, et al.
Published: (2026)
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)
Deep S2P: Integrating Learning Based Stereo Matching Into the Satellite Stereo Pipeline
by: Masquil, Elías, et al.
Published: (2026)
by: Masquil, Elías, et al.
Published: (2026)
MLG-Stereo: ViT Based Stereo Matching with Multi-Stage Local-Global Enhancement
by: Zhang, Haoyu, et al.
Published: (2026)
by: Zhang, Haoyu, 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)
A Survey on Deep Stereo Matching in the Twenties
by: Tosi, Fabio, et al.
Published: (2024)
by: Tosi, Fabio, et al.
Published: (2024)
Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail
by: Bartolomei, Luca, et al.
Published: (2024)
by: Bartolomei, Luca, et al.
Published: (2024)
Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching
by: Jing, Junpeng, et al.
Published: (2024)
by: Jing, Junpeng, et al.
Published: (2024)
RomniStereo: Recurrent Omnidirectional Stereo Matching
by: Jiang, Hualie, et al.
Published: (2024)
by: Jiang, Hualie, et al.
Published: (2024)
Robust Synthetic-to-Real Transfer for Stereo Matching
by: Zhang, Jiawei, et al.
Published: (2024)
by: Zhang, Jiawei, et al.
Published: (2024)
ZeroStereo: Zero-shot Stereo Matching from Single Images
by: Wang, Xianqi, et al.
Published: (2025)
by: Wang, Xianqi, et al.
Published: (2025)
CogStereo: Neural Stereo Matching with Implicit Spatial Cognition Embedding
by: Fang, Lihuang, et al.
Published: (2025)
by: Fang, Lihuang, et al.
Published: (2025)
Generalized Geometry Encoding Volume for Real-time Stereo Matching
by: Liu, Jiaxin, et al.
Published: (2025)
by: Liu, Jiaxin, et al.
Published: (2025)
PromptStereo: Zero-Shot Stereo Matching via Structure and Motion Prompts
by: Wang, Xianqi, et al.
Published: (2026)
by: Wang, Xianqi, et al.
Published: (2026)
Stereo Any Video: Temporally Consistent Stereo Matching
by: Jing, Junpeng, et al.
Published: (2025)
by: Jing, Junpeng, et al.
Published: (2025)
Superpixel Cost Volume Excitation for Stereo Matching
by: Liu, Shanglong, et al.
Published: (2024)
by: Liu, Shanglong, et al.
Published: (2024)
MoCha-Stereo: Motif Channel Attention Network for Stereo Matching
by: Chen, Ziyang, et al.
Published: (2024)
by: Chen, Ziyang, et al.
Published: (2024)
Digging Into Normal Incorporated Stereo Matching
by: Liu, Zihua, et al.
Published: (2024)
by: Liu, Zihua, et al.
Published: (2024)
OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline
by: Guo, Xianda, et al.
Published: (2023)
by: Guo, Xianda, et al.
Published: (2023)
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations
by: Wang, Bin, et al.
Published: (2022)
by: Wang, Bin, et al.
Published: (2022)
Diving into the Fusion of Monocular Priors for Generalized Stereo Matching
by: Yao, Chengtang, et al.
Published: (2025)
by: Yao, Chengtang, et al.
Published: (2025)
Lite Any Stereo: Efficient Zero-Shot Stereo Matching
by: Jing, Junpeng, et al.
Published: (2025)
by: Jing, Junpeng, et al.
Published: (2025)
WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching
by: Wang, Yihan, et al.
Published: (2026)
by: Wang, Yihan, et al.
Published: (2026)
Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching
by: Wang, Xianqi, et al.
Published: (2024)
by: Wang, Xianqi, et al.
Published: (2024)
Temporally Consistent Stereo Matching
by: Zeng, Jiaxi, et al.
Published: (2024)
by: Zeng, Jiaxi, et al.
Published: (2024)
Rethinking the Key Factors for the Generalization of Remote Sensing Stereo Matching Networks
by: Jiang, Liting, et al.
Published: (2024)
by: Jiang, Liting, et al.
Published: (2024)
Revisiting Stereo Triangulation in UAV Distance Estimation
by: Zhuang, Jiafan, et al.
Published: (2023)
by: Zhuang, Jiafan, et al.
Published: (2023)
Reusable Architecture Growth for Continual Stereo Matching
by: Zhang, Chenghao, et al.
Published: (2024)
by: Zhang, Chenghao, et al.
Published: (2024)
Stereo Anything: Unifying Zero-shot Stereo Matching with Large-Scale Mixed Data
by: Guo, Xianda, et al.
Published: (2024)
by: Guo, Xianda, et al.
Published: (2024)
Similar Items
-
Towards Gold-Standard Depth Estimation for Tree Branches in UAV Forestry: Benchmarking Deep Stereo Matching Methods
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) -
UE5-Forest: A Photorealistic Synthetic Stereo Dataset for UAV Forestry Depth Estimation
by: Lin, Yida, et al.
Published: (2026) -
Progressive Per-Branch Depth Optimization for DEFOM-Stereo and SAM3 Joint Analysis in UAV Forestry Applications
by: Lin, Yida, et al.
Published: (2026) -
Performance Evaluation of Deep Learning for Tree Branch Segmentation in Autonomous Forestry Systems
by: Lin, Yida, et al.
Published: (2025)