MAgSeg: Segmentation of Agricultural Landscapes in High-Resolution Satellite Imagery using Multimodal Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Tiwary, Piyush, Ahuja, Utkarsh, Sani, Depanshu, Jayagopal, Aishwarya, Gubbi, Sagar, Venugopalan, Subhashini, Talekar, Alok, Rajan, Vaibhav |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation
by: Agarwal, Aditi, et al.
Published: (2025)
by: Agarwal, Aditi, et al.
Published: (2025)
Hier-COS: Making Deep Features Hierarchy-aware via Composition of Orthogonal Subspaces
by: Sani, Depanshu, et al.
Published: (2025)
by: Sani, Depanshu, et al.
Published: (2025)
Graph-Based Multi-Modal Sensor Fusion for Autonomous Driving
by: Sani, Depanshu, et al.
Published: (2024)
by: Sani, Depanshu, et al.
Published: (2024)
WISER: Weak supervISion and supErvised Representation learning to improve drug response prediction in cancer
by: Shubham, Kumar, et al.
Published: (2024)
by: Shubham, Kumar, et al.
Published: (2024)
Active Learning for Animal Re-Identification with Ambiguity-Aware Sampling
by: Sani, Depanshu, et al.
Published: (2025)
by: Sani, Depanshu, et al.
Published: (2025)
Towards a Single ASR Model That Generalizes to Disordered Speech
by: Tobin, Jimmy, et al.
Published: (2024)
by: Tobin, Jimmy, et al.
Published: (2024)
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers
by: Pramanick, Shraman, et al.
Published: (2024)
by: Pramanick, Shraman, et al.
Published: (2024)
Learning to See More: UAS-Guided Super-Resolution of Satellite Imagery for Precision Agriculture
by: Masrur, Arif, et al.
Published: (2025)
by: Masrur, Arif, et al.
Published: (2025)
An Atmospheric Correction Integrated LULC Segmentation Model for High-Resolution Satellite Imagery
by: Mukherjee, Soham, et al.
Published: (2024)
by: Mukherjee, Soham, et al.
Published: (2024)
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
by: Tiwary, Piyush, et al.
Published: (2025)
by: Tiwary, Piyush, et al.
Published: (2025)
Coverage Biases in High-Resolution Satellite Imagery
by: Musienko, Vadim, et al.
Published: (2025)
by: Musienko, Vadim, et al.
Published: (2025)
WakeupUrban: Unsupervised Semantic Segmentation of Mid-20$^{th}$ century Urban Landscapes with Satellite Imagery
by: Hao, Tianxiang, et al.
Published: (2025)
by: Hao, Tianxiang, et al.
Published: (2025)
Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery
by: Maniyar, Chintan B., et al.
Published: (2025)
by: Maniyar, Chintan B., et al.
Published: (2025)
5G and Beyond: Innovation in Wireless Communication
by: Talekar, P. R.
Published: (2025)
by: Talekar, P. R.
Published: (2025)
GeoSeg: Training-Free Reasoning-Driven Segmentation in Remote Sensing Imagery
by: Jiang, Lifan, et al.
Published: (2026)
by: Jiang, Lifan, et al.
Published: (2026)
A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture
by: Victor, Brandon, et al.
Published: (2022)
by: Victor, Brandon, et al.
Published: (2022)
Cross-Scale Pretraining: Enhancing Self-Supervised Learning for Low-Resolution Satellite Imagery for Semantic Segmentation
by: Waithaka, John, et al.
Published: (2026)
by: Waithaka, John, et al.
Published: (2026)
Towards High-Resolution Alignment and Super-Resolution of Multi-Sensor Satellite Imagery
by: Shin, Philip Wootaek, et al.
Published: (2025)
by: Shin, Philip Wootaek, et al.
Published: (2025)
Optimal Fidelity Selection for Human-Supervised Search
by: Gupta, Piyush, et al.
Published: (2023)
by: Gupta, Piyush, et al.
Published: (2023)
Can Location Embeddings Enhance Super-Resolution of Satellite Imagery?
by: Panangian, Daniel, et al.
Published: (2025)
by: Panangian, Daniel, et al.
Published: (2025)
Crowd Detection Using Very-Fine-Resolution Satellite Imagery
by: Xiao, Tong, et al.
Published: (2025)
by: Xiao, Tong, et al.
Published: (2025)
Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery
by: Zaytar, Akram, et al.
Published: (2024)
by: Zaytar, Akram, et al.
Published: (2024)
Robust Small Methane Plume Segmentation in Satellite Imagery
by: Tran, Khai Duc Minh, et al.
Published: (2025)
by: Tran, Khai Duc Minh, et al.
Published: (2025)
LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery
by: Quenum, Jerome, et al.
Published: (2025)
by: Quenum, Jerome, et al.
Published: (2025)
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning
by: Justo, Jon Alvarez, et al.
Published: (2023)
by: Justo, Jon Alvarez, et al.
Published: (2023)
AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
by: Zhou, Hangyu, et al.
Published: (2024)
by: Zhou, Hangyu, et al.
Published: (2024)
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution
by: Cornebise, Julien, et al.
Published: (2022)
by: Cornebise, Julien, et al.
Published: (2022)
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery
by: Lavreniuk, Mykola, et al.
Published: (2025)
by: Lavreniuk, Mykola, et al.
Published: (2025)
Paleoclimate, paleoweathering and paleoredox conditions of Lower Cretaceous shales from the Mural Limestone, Tuape section, northern Sonora, Mexico: Constraints from clay mineralogy and geochemistry
by: Jayagopal Madhavaraju
Published: (2016)
by: Jayagopal Madhavaraju
Published: (2016)
Geochemistry of the Dalmiapuram Formation of the Uttatur Group (Early Cretaceous), Cauvery basin, southeastern India: Implications on provenance and paleo-redox conditions
by: Jayagopal Madhavaraju
Published: (2009)
by: Jayagopal Madhavaraju
Published: (2009)
Petrography, geochemistry and stable isotopes of carbonate rocks, Lower Cretaceous Alisitos Formation, Los Torotes section, Baja California, Mexico
by: Jayagopal Madhavaraju
Published: (2017)
by: Jayagopal Madhavaraju
Published: (2017)
Carbon and oxygen isotopic variations in early Albian limestone facies of the Mural Formation, Pitaycachi section, northeastern Sonora, Mexico
by: Jayagopal Madhavaraju
Published: (2013)
by: Jayagopal Madhavaraju
Published: (2013)
Microtextures on quartz grains in the beach sediments of Puerto Peñasco and Bahia Kino, Gulf of California, Sonora, Mexico
by: Jayagopal Madhavaraju
Published: (2009)
by: Jayagopal Madhavaraju
Published: (2009)
Depositional conditions and source of rare earth elements in carbonate strata of the Aptian-Albian Mural Formation, Pitaycachi section, northeastern Sonora, Mexico
by: Jayagopal Madhavaraju
Published: (2012)
by: Jayagopal Madhavaraju
Published: (2012)
GeniL: A Multilingual Dataset on Generalizing Language
by: Davani, Aida Mostafazadeh, et al.
Published: (2024)
by: Davani, Aida Mostafazadeh, et al.
Published: (2024)
MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations
by: Deshpande, Saurabh, et al.
Published: (2022)
by: Deshpande, Saurabh, et al.
Published: (2022)
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
by: Chen, Justin Chih-Yao, et al.
Published: (2024)
by: Chen, Justin Chih-Yao, et al.
Published: (2024)
Precision Agriculture: Crop Mapping using Machine Learning and Sentinel-2 Satellite Imagery
by: Zhao, Kui, et al.
Published: (2023)
by: Zhao, Kui, et al.
Published: (2023)
Robust Black-box Testing of Deep Neural Networks using Co-Domain Coverage
by: Gupta, Aishwarya, et al.
Published: (2024)
by: Gupta, Aishwarya, et al.
Published: (2024)
HER-Seg: Holistically Efficient Segmentation for High-Resolution Medical Images
by: Xu, Qing, et al.
Published: (2025)
by: Xu, Qing, et al.
Published: (2025)
Similar Items
-
Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation
by: Agarwal, Aditi, et al.
Published: (2025) -
Hier-COS: Making Deep Features Hierarchy-aware via Composition of Orthogonal Subspaces
by: Sani, Depanshu, et al.
Published: (2025) -
Graph-Based Multi-Modal Sensor Fusion for Autonomous Driving
by: Sani, Depanshu, et al.
Published: (2024) -
WISER: Weak supervISion and supErvised Representation learning to improve drug response prediction in cancer
by: Shubham, Kumar, et al.
Published: (2024) -
Active Learning for Animal Re-Identification with Ambiguity-Aware Sampling
by: Sani, Depanshu, et al.
Published: (2025)