7 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.AI2026
LongEarth-R1: Benchmarking and Aligning Vision-Language Models for Long-Horizon Earth Observation Reasoning
Yupan Ding, Jing Xiao, Zhenyuan Zhang +4
Long-horizon Earth observation reasoning requires models to organize multi-stage geographic evolution, localize spatial changes, detect temporal anomalies, and infer future from ex…
cs.CV2025
CHARM: Collaborative Harmonization across Arbitrary Modalities for Modality-agnostic Semantic Segmentation
Lekang Wen, Jing Xiao, Liang Liao +2
Modality-agnostic Semantic Segmentation (MaSS) aims to achieve robust scene understanding across arbitrary combinations of input modality. Existing methods typically rely on explic…
cs.CV2024★ 7 cited
SDM-Car: A Dataset for Small and Dim Moving Vehicles Detection in Satellite Videos
Zhen Zhang, Tao Peng, Liang Liao +2
Vehicle detection and tracking in satellite video is essential in remote sensing (RS) applications. However, upon the statistical analysis of existing datasets, we find that the di…