Imagen de Portada

Embedding -based Crop Type Classification in the Groundnut Basin of Senegal

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Lisaius, Madeline C., Keshav, Srinivasan, Blake, Andrew, Atzberger, Clement
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Benchmarking for Practice: Few-Shot Time-Series Crop-Type Classification on the EuroCropsML Dataset
por: Reuss, Joana, et al.
Publicado: (2025)

Interpolation of GEDI Biomass Estimates with Calibrated Uncertainty Quantification
por: Young, Robin, et al.
Publicado: (2026)

From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer Model
por: She, Yihang, et al.
Publicado: (2024)

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

Object-Centric Cropping for Visual Few-Shot Classification
por: Abdali, Aymane, et al.
Publicado: (2025)

IceBench: A Benchmark for Deep Learning based Sea Ice Type Classification
por: Taleghan, Samira Alkaee, et al.
Publicado: (2025)

Scaling Up Forest Vision with Synthetic Data
por: She, Yihang, et al.
Publicado: (2025)

Detection and Classification of Diseases in Multi-Crop Leaves using LSTM and CNN Models
por: Kanakala, Srinivas, et al.
Publicado: (2025)

DirPA: Addressing Prior Shift in Imbalanced Few-shot Crop-type Classification
por: Reuss, Joana, et al.
Publicado: (2026)

AgriPath: A Systematic Exploration of Architectural Trade-offs for Crop Disease Classification
por: Mooraj, Hamza, et al.
Publicado: (2026)

Explaining Automatic Image Assessment
por: Lisaius, Max, et al.
Publicado: (2025)

PILA: Physics-Informed Low Rank Augmentation for Interpretable Earth Observation
por: She, Yihang, et al.
Publicado: (2024)

Extending Neural Operators: Robust Handling of Functions Beyond the Training Set
por: Quackenbush, Blaine, et al.
Publicado: (2026)

Transferable Foundation Models for Geometric Tasks on Point Cloud Representations: Geometric Neural Operators
por: Quackenbush, Blaine, et al.
Publicado: (2025)

Fine-grained Hierarchical Crop Type Classification from Integrated Hyperspectral EnMAP Data and Multispectral Sentinel-2 Time Series: A Large-scale Dataset and Dual-stream Transformer Method
por: Li, Wenyuan, et al.
Publicado: (2025)

Hierarchical Concept Embedding & Pursuit for Interpretable Image Classification
por: Nguyen, Nghia, et al.
Publicado: (2026)

Random Channel Ablation for Robust Hand Gesture Classification with Multimodal Biosignals
por: Bimbraw, Keshav, et al.
Publicado: (2024)

Lightweight CNNs for Embedded SAR Ship Target Detection and Classification
por: Kresse, Fabian, et al.
Publicado: (2025)

Shape and Style GAN-based Multispectral Data Augmentation for Crop/Weed Segmentation in Precision Farming
por: Fawakherji, Mulham, et al.
Publicado: (2024)

TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis
por: Feng, Zhengpeng, et al.
Publicado: (2025)

Farm-Level, In-Season Crop Identification for India
por: Deshpande, Ishan, et al.
Publicado: (2025)

Gait-based Age Group Classification with Adaptive Graph Neural Network
por: Aderinola, Timilehin B., et al.
Publicado: (2022)

Magnification-Invariant Image Classification via Domain Generalization and Stable Sparse Embedding Signatures
por: Ezuma, Ifeanyi, et al.
Publicado: (2026)

XAI-Guided Enhancement of Vegetation Indices for Crop Mapping
por: Najjar, Hiba, et al.
Publicado: (2024)

Crossmodal Knowledge Distillation with WordNet-Relaxed Text Embeddings for Robust Image Classification
por: Guo, Chenqi, et al.
Publicado: (2025)

Enhancing Surveillance Camera FOV Quality via Semantic Line Detection and Classification with Deep Hough Transform
por: Freeman, Andrew C., et al.
Publicado: (2024)

Extracting Usable Predictions from Quantized Networks through Uncertainty Quantification for OOD Detection
por: Singhal, Rishi, et al.
Publicado: (2024)

A Systematic Review of ECG Arrhythmia Classification: Adherence to Standards, Fair Evaluation, and Embedded Feasibility
por: Silva, Guilherme, et al.
Publicado: (2025)

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

Mitigating Bad Ground Truth in Supervised Machine Learning based Crop Classification: A Multi-Level Framework with Sentinel-2 Images
por: A, Sanayya, et al.
Publicado: (2025)

Vision Transformers for Kidney Stone Image Classification: A Comparative Study with CNNs
por: Reyes-Amezcua, Ivan, et al.
Publicado: (2025)

In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data
por: Mena, Francisco, et al.
Publicado: (2024)

Low-Resource Crop Classification from Multi-Spectral Time Series Using Lossless Compressors
por: Cheng, Wei, et al.
Publicado: (2024)

Embedding Space Selection for Detecting Memorization and Fingerprinting in Generative Models
por: He, Jack, et al.
Publicado: (2024)

Hypercone Assisted Contour Generation for Out-of-Distribution Detection
por: Vapsi, Annita, et al.
Publicado: (2025)

Machine Learning Approaches on Crop Pattern Recognition a Comparative Analysis
por: Kabir, Kazi Hasibul, et al.
Publicado: (2024)

Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings
por: Hong, Jinyung, et al.
Publicado: (2024)

PICS in Pics: Physics Informed Contour Selection for Rapid Image Segmentation
por: Dwivedi, Vikas, et al.
Publicado: (2023)

Fair and Interpretable Deepfake Detection in Videos
por: Yoshii, Akihito, et al.
Publicado: (2025)

Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Subtype Classification
por: Chiocchetti, Annalisa, et al.
Publicado: (2024)