Cover Image

Synthetic Data Matters: Re-training with Geo-typical Synthetic Labels for Building Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Song, Shuang, Tang, Yang, Qin, Rongjun
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A General Albedo Recovery Approach for Aerial Photogrammetric Images through Inverse Rendering
by: Song, Shuang, et al.
Published: (2024)

Pre-training on Synthetic Driving Data for Trajectory Prediction
by: Li, Yiheng, et al.
Published: (2023)

Synthetic-To-Real Video Person Re-ID
by: Zhang, Xiangqun, et al.
Published: (2024)

Olbedo: An Albedo and Shading Aerial Dataset for Large-Scale Outdoor Environments
by: Song, Shuang, et al.
Published: (2026)

Industrial Synthetic Segment Pre-training
by: Mae, Shinichi, et al.
Published: (2025)

Pallet Detection And Localisation From Synthetic Data
by: Mueller, Henri, et al.
Published: (2025)

Layer Consistency Matters: Elegant Latent Transition Discrepancy for Generalizable Synthetic Image Detection
by: Yang, Yawen, et al.
Published: (2026)

Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation
by: Deshpande, Tanvi, et al.
Published: (2024)

SoccerSynth-Detection: A Synthetic Dataset for Soccer Player Detection
by: Qin, Haobin, et al.
Published: (2025)

Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification
by: Dai, Wenbo, et al.
Published: (2025)

Scaling Backwards: Minimal Synthetic Pre-training?
by: Nakamura, Ryo, et al.
Published: (2024)

Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors
by: Guan, Tongkun, et al.
Published: (2023)

Detect Fake with Fake: Leveraging Synthetic Data-driven Representation for Synthetic Image Detection
by: Otake, Hina, et al.
Published: (2024)

Noisy Label Refinement with Semantically Reliable Synthetic Images
by: Li, Yingxuan, et al.
Published: (2025)

Deep Learning Meets Satellite Images -- An Evaluation on Handcrafted and Learning-based Features for Multi-date Satellite Stereo Images
by: Song, Shuang, et al.
Published: (2024)

Satellite to GroundScape -- Large-scale Consistent Ground View Generation from Satellite Views
by: Xu, Ningli, et al.
Published: (2025)

Cross-view Localization and Synthesis -- Datasets, Challenges and Opportunities
by: Xu, Ningli, et al.
Published: (2025)

Uncertainty Quantification Framework for Aerial and UAV Photogrammetry through Error Propagation
by: Huang, Debao, et al.
Published: (2025)

Large-scale DSM registration via motion averaging
by: Xu, Ningli, et al.
Published: (2024)

Geospecific View Generation -- Geometry-Context Aware High-resolution Ground View Inference from Satellite Views
by: Xu, Ningli, et al.
Published: (2024)

Accurate Point Measurement in 3DGS -- A New Alternative to Traditional Stereoscopic-View Based Measurements
by: Deng, Deyan, et al.
Published: (2026)

Pre-training with 3D Synthetic Data: Learning 3D Point Cloud Instance Segmentation from 3D Synthetic Scenes
by: Otsuka, Daichi, et al.
Published: (2025)

Position Paper: Building Trust in Synthetic Data for Clinical AI
by: Babu, Krishan Agyakari Raja, et al.
Published: (2025)

Fake It Right: Injecting Anatomical Logic into Synthetic Supervised Pre-training for Medical Segmentation
by: Tang, Jiaqi, et al.
Published: (2026)

Synthetic Data for Robust Runway Detection
by: Chigot, Estelle, et al.
Published: (2025)

Image Fusion in Remote Sensing: An Overview and Meta Analysis
by: Albanwan, Hessah, et al.
Published: (2024)

Improving Object Detection by Modifying Synthetic Data with Explainable AI
by: Mital, Nitish, et al.
Published: (2024)

Exploring the Impact of Synthetic Data for Aerial-view Human Detection
by: Lee, Hyungtae, et al.
Published: (2024)

Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection?
by: Leonardi, Rosario, et al.
Published: (2023)

Does Synthetic Layered Design Data Benefit Layered Design Decomposition?
by: Wu, Kam Man, et al.
Published: (2026)

Alice Benchmarks: Connecting Real World Re-Identification with the Synthetic
by: Sun, Xiaoxiao, et al.
Published: (2023)

Wind Turbine Feature Detection Using Deep Learning and Synthetic Data
by: Shahirpour, Arash, et al.
Published: (2025)

Taming Generative Synthetic Data for X-ray Prohibited Item Detection
by: Sun, Jialong, et al.
Published: (2025)

S3OD: Towards Generalizable Salient Object Detection with Synthetic Data
by: Kupyn, Orest, et al.
Published: (2025)

Diversifying Human Pose in Synthetic Data for Aerial-view Human Detection
by: Shen, Yi-Ting, et al.
Published: (2024)

Leveraging Synthetic Data for Enhancing Egocentric Hand-Object Interaction Detection
by: Leonardi, Rosario, et al.
Published: (2026)

Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection
by: Lu, Liupei, et al.
Published: (2024)

Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban Streetscapes
by: Turkcan, Mehmet Kerem, et al.
Published: (2024)

A Training-free Synthetic Data Selection Method for Semantic Segmentation
by: Tang, Hao, et al.
Published: (2025)

Synthetic-to-Real Camouflaged Object Detection
by: Luo, Zhihao, et al.
Published: (2025)