most citedA Comprehensive Review of Agricultural Parcel and Boundary Delineation from Remote Sensing Images: Recent Progress and Future Perspectives

2 citations · 2 across the 3 of their papers we have counts for

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cs.CV2026

UniEvo-RS: Omni-Prompt Unified Remote Sensing Segmentation with Representative Exemplar-Driven Prototype Evolution

Kunquan Zhang, Peilang Li, Xikun Hu +4

Prompt-driven vision-language models (VLMs) hold immense promise for accelerating dense remote sensing (RS) annotation, but static models suffer from severe performance degradation…

cs.CV2026

GTPBD-MM: A Global Terraced Parcel and Boundary Dataset with Multi-Modality

Zhiwei Zhang, Xingyuan Zeng, Xinkai Kong +7

Agricultural parcel extraction plays an important role in remote sensing-based agricultural monitoring, supporting parcel surveying, precision management, and ecological assessment…

cs.CV2025★ 2 cited

A Comprehensive Review of Agricultural Parcel and Boundary Delineation from Remote Sensing Images: Recent Progress and Future Perspectives

Juepeng Zheng, Zi Ye, Yibin Wen +7

Powered by advances in multiple remote sensing sensors, the production of high spatial resolution images provides great potential to achieve cost-efficient and high-accuracy agricu…

cs.CV2025

GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset

Zhiwei Zhang, Zi Ye, Yibin Wen +4

Agricultural parcels serve as basic units for conducting agricultural practices and applications, which is vital for land ownership registration, food security assessment, soil ero…

cs.CV2025

Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind

Qingmei Li, Yang Zhang, Zurong Mai +10

Large Multimodal Models (LMMs) has demonstrated capabilities across various domains, but comprehensive benchmarks for agricultural remote sensing (RS) remain scarce. Existing bench…