Cover Image

CropVLM: A Domain-Adapted Vision-Language Model for Open-Set Crop Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Boudiaf, Abderrahmene, Javed, Sajd
Format:	Preprint
Published:	2026
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

CropVLM: Learning to Zoom for Fine-Grained Vision-Language Perception
by: Carvalho, Miguel, et al.
Published: (2025)

AgriChat: A Multimodal Large Language Model for Agriculture Image Understanding
by: Boudiaf, Abderrahmene, et al.
Published: (2026)

SegRAG: Training-Free Retrieval-Augmented Semantic Segmentation
by: Boudiaf, Abderrahmene, et al.
Published: (2026)

Vision-Language Semantic Grounding for Multi-Domain Crop-Weed Segmentation
by: Hossain, Nazia, et al.
Published: (2026)

Cropper: Vision-Language Model for Image Cropping through In-Context Learning
by: Lee, Seung Hyun, et al.
Published: (2024)

A Modelling and Evaluation Framework for EuroCrops-Driven Sentinel-2 Crop Segmentation
by: Scarlat, Alexandra Nicoleta, et al.
Published: (2026)

AesCrop: Aesthetic-driven Cropping Guided by Composition
by: Wong, Yen-Hong, et al.
Published: (2025)

EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits
by: Ochal, Mateusz, et al.
Published: (2024)

Efficient Multi-Crop Saliency Partitioning for Automatic Image Cropping
by: Hamara, Andrew, et al.
Published: (2025)

Scalable Vision-Guided Crop Yield Estimation
by: Li, Harrison H., et al.
Published: (2025)

Cross Domain Early Crop Mapping using CropSTGAN
by: Wang, Yiqun, et al.
Published: (2024)

DepthCropSeg++: Scaling a Crop Segmentation Foundation Model With Depth-Labeled Data
by: Zhang, Jiafei, et al.
Published: (2026)

CropCraft: Complete Structural Characterization of Crop Plants From Images
by: Zhai, Albert J., et al.
Published: (2024)

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions
by: Zhang, Ke, et al.
Published: (2025)

Agro-Consensus: Semantic Self-Consistency in Vision-Language Models for Crop Disease Management in Developing Countries
by: Gupta, Mihir, et al.
Published: (2025)

Self-Consistency in Vision-Language Models for Precision Agriculture: Multi-Response Consensus for Crop Disease Management
by: Gupta, Mihir, et al.
Published: (2025)

TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping
by: Konstantinidou, Despina, et al.
Published: (2024)

MoCrop: Training Free Motion Guided Cropping for Efficient Video Action Recognition
by: Huang, Binhua, et al.
Published: (2025)

CropNeRF: A Neural Radiance Field-Based Framework for Crop Counting
by: Muzaddid, Md Ahmed Al, et al.
Published: (2026)

Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping
by: Du, Tianxiang, et al.
Published: (2026)

Open-Set Recognition in the Age of Vision-Language Models
by: Miller, Dimity, et al.
Published: (2024)

Adapting Vision-Language Model with Fine-grained Semantics for Open-Vocabulary Segmentation
by: Chng, Yong Xien, et al.
Published: (2024)

A Two-Stage Multitask Vision-Language Framework for Explainable Crop Disease Visual Question Answering
by: Hossain, Md. Zahid, et al.
Published: (2026)

Industrial Language-Image Dataset (ILID): Adapting Vision Foundation Models for Industrial Settings
by: Moenck, Keno, et al.
Published: (2024)

Design and Implementation of FourCropNet: A CNN-Based System for Efficient Multi-Crop Disease Detection and Management
by: Khandagale, H. P., et al.
Published: (2025)

Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation
by: Angarano, Simone, et al.
Published: (2023)

MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices
by: Chu, Xiangxiang, et al.
Published: (2023)

Adapting Vision-Language Models to Open Classes via Test-Time Prompt Tuning
by: Gao, Zhengqing, et al.
Published: (2024)

Multi-Modal Vision Transformers for Crop Mapping from Satellite Image Time Series
by: Follath, Theresa, et al.
Published: (2024)

FloorplanVLM: A Vision-Language Model for Floorplan Vectorization
by: Liu, Yuanqing, et al.
Published: (2026)

Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering
by: Ha, Cuong Nhat, et al.
Published: (2024)

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception
by: Chang, Fuhao, et al.
Published: (2025)

Crossmodal learning for Crop Canopy Trait Estimation
by: Ayanlade, Timilehin T., et al.
Published: (2025)

EcoCropsAID: Economic Crops Aerial Image Dataset for Land Use Classification
by: Noppitak, Sangdaow, et al.
Published: (2024)

Immuno-VLM: Immunizing Large Vision-Language Models via Generative Semantic Antibodies for Open-World Trustworthiness
by: Fang, Xiang, et al.
Published: (2026)

Demeter: A Parametric Model of Crop Plant Morphology from the Real World
by: Cheng, Tianhang, et al.
Published: (2025)

On the Generalizability of Foundation Models for Crop Type Mapping
by: Chang, Yi-Chia, et al.
Published: (2024)

BackdoorVLM: A Benchmark for Backdoor Attacks on Vision-Language Models
by: Li, Juncheng, et al.
Published: (2025)

Adapting Vision-Language Models for E-commerce Understanding at Scale
by: Nulli, Matteo, et al.
Published: (2026)

U-VLM: Hierarchical Vision Language Modeling for Report Generation
by: Shi, Pengcheng, et al.
Published: (2026)