SparseGF: A Height-Aware Sparse Segmentation Framework with Context Compression for Robust Ground Filtering Across Urban to Natural Scenes
Fuente:
arXiv
Saved in:
| Main Authors: | Qin, Nannan, Tao, Pengjie, Guan, Haiyan, Kang, Zhizhong, Ma, Lingfei, Hu, Xiangyun, Li, Jonathan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Uncertainty-Aware Prediction of Lung Tumor Growth from Sparse Longitudinal CT Data via Bayesian Physics-Informed Neural Networks
by: Kong, Lingfei, et al.
Published: (2026)
by: Kong, Lingfei, et al.
Published: (2026)
Language and Geometry Grounded Sparse Voxel Representations for Holistic Scene Understanding
by: Wu, Guile, et al.
Published: (2026)
by: Wu, Guile, et al.
Published: (2026)
SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies
by: Han, Liang, et al.
Published: (2025)
by: Han, Liang, et al.
Published: (2025)
COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection
by: Cheon, Jaewon, et al.
Published: (2025)
by: Cheon, Jaewon, et al.
Published: (2025)
Data-Driven Reconstruction of Significant Wave Heights from Sparse Observations
by: Shi, Hongyuan, et al.
Published: (2025)
by: Shi, Hongyuan, et al.
Published: (2025)
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
by: Bair, Anna, et al.
Published: (2023)
by: Bair, Anna, et al.
Published: (2023)
SCNet: Sparse Compression Network for Music Source Separation
by: Tong, Weinan, et al.
Published: (2024)
by: Tong, Weinan, et al.
Published: (2024)
Top2Ground: A Height-Aware Dual Conditioning Diffusion Model for Robust Aerial-to-Ground View Generation
by: Lee, Jae Joong, et al.
Published: (2025)
by: Lee, Jae Joong, et al.
Published: (2025)
RPCANet++: Deep Interpretable Robust PCA for Sparse Object Segmentation
by: Wu, Fengyi, et al.
Published: (2025)
by: Wu, Fengyi, et al.
Published: (2025)
Sparse-to-Complete: From Sparse Image Captures to Complete 3D Scenes
by: Shen, Yiyang, et al.
Published: (2026)
by: Shen, Yiyang, et al.
Published: (2026)
SparseDrive: End-to-End Autonomous Driving via Sparse Scene Representation
by: Sun, Wenchao, et al.
Published: (2024)
by: Sun, Wenchao, et al.
Published: (2024)
Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction
by: Song, Jian, et al.
Published: (2025)
by: Song, Jian, et al.
Published: (2025)
Value-Compressed Sparse Column (VCSC): Sparse Matrix Storage for Redundant Data
by: Ruiter, Skyler, et al.
Published: (2023)
by: Ruiter, Skyler, et al.
Published: (2023)
Scale-Aware Self-Supervised Learning for Segmentation of Small and Sparse Structures
by: Quesada, Jorge, et al.
Published: (2026)
by: Quesada, Jorge, et al.
Published: (2026)
Revisiting the Sparse Matrix Compression Problem
by: Jugé, Vincent, et al.
Published: (2026)
by: Jugé, Vincent, et al.
Published: (2026)
Robust Sparse Voting
by: Allouah, Youssef, et al.
Published: (2022)
by: Allouah, Youssef, et al.
Published: (2022)
TCSAFormer: Efficient Vision Transformer with Token Compression and Sparse Attention for Medical Image Segmentation
by: Xia, Zunhui, et al.
Published: (2025)
by: Xia, Zunhui, et al.
Published: (2025)
TCSAFormer : Efficient Vision Transformer With Token Compression and Sparse Attention for Medical Image Segmentation
by: Zunhui Xia, et al.
Published: (2026)
by: Zunhui Xia, et al.
Published: (2026)
Iterative Collaborative Filtering for Sparse Matrix Estimation
by: Borgs, Christian, et al.
Published: (2017)
by: Borgs, Christian, et al.
Published: (2017)
RUSplatting: Robust 3D Gaussian Splatting for Sparse-View Underwater Scene Reconstruction
by: Jiang, Zhuodong, et al.
Published: (2025)
by: Jiang, Zhuodong, et al.
Published: (2025)
SCSA: A Plug-and-Play Semantic Continuous-Sparse Attention for Arbitrary Semantic Style Transfer
by: Shang, Chunnan, et al.
Published: (2025)
by: Shang, Chunnan, et al.
Published: (2025)
Robust Sparse Recovery with Sparse Bernoulli matrices via Expanders
by: Abdalla, Pedro
Published: (2021)
by: Abdalla, Pedro
Published: (2021)
Robust and Sparse Generalized Linear Models for High-Dimensional Data via Maximum Mean Discrepancy
by: Kang, Xiaoning, et al.
Published: (2026)
by: Kang, Xiaoning, et al.
Published: (2026)
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
by: Han, Liang, et al.
Published: (2024)
by: Han, Liang, et al.
Published: (2024)
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting
by: Li, Chenxin, et al.
Published: (2024)
by: Li, Chenxin, et al.
Published: (2024)
Sparse4DGS: 4D Gaussian Splatting for Sparse-Frame Dynamic Scene Reconstruction
by: Shi, Changyue, et al.
Published: (2025)
by: Shi, Changyue, et al.
Published: (2025)
SparseBalance: Load-Balanced Long Context Training with Dynamic Sparse Attention
by: Xu, Hongtao, et al.
Published: (2026)
by: Xu, Hongtao, et al.
Published: (2026)
SparseDVFS: Sparse-Aware DVFS for Energy-Efficient Edge Inference
by: Zhang, Ziyang, et al.
Published: (2026)
by: Zhang, Ziyang, et al.
Published: (2026)
A Family of Effective Spectral CG Methods With an Adaptive Restart Scheme
by: Haiyan Zheng, et al.
Published: (2025)
by: Haiyan Zheng, et al.
Published: (2025)
Forward Index Compression for Learned Sparse Retrieval
by: Bruch, Sebastian, et al.
Published: (2026)
by: Bruch, Sebastian, et al.
Published: (2026)
Sparse Bayesian Generative Modeling for Compressive Sensing
by: Böck, Benedikt, et al.
Published: (2024)
by: Böck, Benedikt, et al.
Published: (2024)
Long-Context Generalization with Sparse Attention
by: Vasylenko, Pavlo, et al.
Published: (2025)
by: Vasylenko, Pavlo, et al.
Published: (2025)
Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs
by: Zhong, Yingji, et al.
Published: (2025)
by: Zhong, Yingji, et al.
Published: (2025)
SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation
by: An, Xiaoqi, et al.
Published: (2023)
by: An, Xiaoqi, et al.
Published: (2023)
Low-Complexity Channel Estimation for Internet of Vehicles AFDM Communications With Sparse Bayesian Learning
by: Li, Xiangxiang, et al.
Published: (2025)
by: Li, Xiangxiang, et al.
Published: (2025)
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter
by: Hao, Jitai, et al.
Published: (2024)
by: Hao, Jitai, et al.
Published: (2024)
Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection
by: Jo, Dongwon, et al.
Published: (2026)
by: Jo, Dongwon, et al.
Published: (2026)
An Efficient Filtering Approach for Model Estimation in Sparse Regression
by: Yanran Wei, et al.
Published: (2024)
by: Yanran Wei, et al.
Published: (2024)
Sparse $ε$ insensitive zone bounded asymmetric elastic net support vector machines for pattern classification
by: Du, Haiyan, et al.
Published: (2026)
by: Du, Haiyan, et al.
Published: (2026)
Context-Aware Feature Aggregation for Robust Object Detection in Dynamic Scenes
by: Jamie Chen
Published: (2026)
by: Jamie Chen
Published: (2026)
Similar Items
-
Uncertainty-Aware Prediction of Lung Tumor Growth from Sparse Longitudinal CT Data via Bayesian Physics-Informed Neural Networks
by: Kong, Lingfei, et al.
Published: (2026) -
Language and Geometry Grounded Sparse Voxel Representations for Holistic Scene Understanding
by: Wu, Guile, et al.
Published: (2026) -
SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies
by: Han, Liang, et al.
Published: (2025) -
COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection
by: Cheon, Jaewon, et al.
Published: (2025) -
Data-Driven Reconstruction of Significant Wave Heights from Sparse Observations
by: Shi, Hongyuan, et al.
Published: (2025)