Imagen de Portada

Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Dumeur, Iris, Valero, Silvia, Inglada, Jordi
Formato:	Preprint
Publicado:	2024
Materias:	Artificial Intelligence 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

Comparative analysis of dual-form networks for live land monitoring using multi-modal satellite image time series
por: Dumeur, Iris, et al.
Publicado: (2026)

TAMMs: Change Understanding and Forecasting in Satellite Image Time Series with Temporal-Aware Multimodal Models
por: Guo, Zhongbin, et al.
Publicado: (2025)

TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction
por: Zhao, Yu, et al.
Publicado: (2024)

PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series
por: Li, Haobo, et al.
Publicado: (2025)

Enabling clinical use of foundation models for computational pathology
por: Henriksen, Audun L, et al.
Publicado: (2026)

SITS-DECO: A Generative Decoder Is All You Need For Multitask Satellite Image Time Series Modelling
por: Barrett, Samuel J., et al.
Publicado: (2025)

Thinker: A vision-language foundation model for embodied intelligence
por: Pan, Baiyu, et al.
Publicado: (2026)

An interpretable framework using foundation models for fish sex identification
por: Miao, Zheng, et al.
Publicado: (2026)

A multimodal vision foundation model for generalizable knee pathology
por: Yu, Kang, et al.
Publicado: (2026)

Prompting with the human-touch: evaluating model-sensitivity of foundation models for musculoskeletal CT segmentation
por: Magg, Caroline, et al.
Publicado: (2026)

ActiveMark: on watermarking of visual foundation models via massive activations
por: Chistyakova, Anna, et al.
Publicado: (2025)

Near, far: Patch-ordering enhances vision foundation models' scene understanding
por: Pariza, Valentinos, et al.
Publicado: (2024)

Developing a foundation model for high-resolution remote sensing data of the Netherlands
por: Vermeeren, Paul, et al.
Publicado: (2026)

Driving scenario generation and evaluation using a structured layer representation and foundational models
por: Hubert, Arthur, et al.
Publicado: (2025)

Toward explainable AI approaches for breast imaging: adapting foundation models to diverse populations
por: Cavalcante, Guilherme J., et al.
Publicado: (2025)

Benchmarking histopathology foundation models in a multi-center dataset for skin cancer subtyping
por: Meseguer, Pablo, et al.
Publicado: (2025)

OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery
por: Dias, Philipe, et al.
Publicado: (2024)

Efficient Geometry-Controlled High-Resolution Satellite Image Synthesis
por: Vasilescu, Vlad, et al.
Publicado: (2026)

TerraQ: Spatiotemporal Question-Answering on Satellite Image Archives
por: Kefalidis, Sergios-Anestis, et al.
Publicado: (2025)

EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis
por: Shi, Danli, et al.
Publicado: (2024)

Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi's domain adaptability
por: Hsu, Chia-Yu, et al.
Publicado: (2024)

DA-SSL: self-supervised domain adaptor to leverage foundational models in turbt histopathology slides
por: Zhang, Haoyue, et al.
Publicado: (2025)

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning
por: Chen, Liuqing, et al.
Publicado: (2025)

Paved or unpaved? A Deep Learning derived Road Surface Global Dataset from Mapillary Street-View Imagery
por: Randhawa, Sukanya, et al.
Publicado: (2024)

Imaging foundation model for universal enhancement of non-ideal measurement CT
por: Ge, Rongjun, et al.
Publicado: (2024)

Training a high-performance retinal foundation model with half-the-data and 400 times less compute
por: Engelmann, Justin, et al.
Publicado: (2024)

PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments
por: Hofmann, Bernd, et al.
Publicado: (2025)

Towards Temporal Change Explanations from Bi-Temporal Satellite Images
por: Tsujimoto, Ryo, et al.
Publicado: (2024)

GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images
por: Lan, Xiang, et al.
Publicado: (2025)

PaveBench: A Versatile Benchmark for Pavement Distress Perception and Interactive Vision-Language Analysis
por: Li, Dexiang, et al.
Publicado: (2026)

SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery
por: Nakayama, Yohei, et al.
Publicado: (2024)

An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classification
por: Boulila, Wadii, et al.
Publicado: (2024)

UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation
por: Zhong, Siru, et al.
Publicado: (2024)

Integrating Traditional and Deep Learning Methods to Detect Tree Crowns in Satellite Images
por: Durgut, Ozan, et al.
Publicado: (2025)

Generative deep learning for foundational video translation in ultrasound
por: Tomic, Nikolina, et al.
Publicado: (2025)

Revisiting semi-supervised learning in the era of foundation models
por: Zhang, Ping, et al.
Publicado: (2025)

Attention-based multiple instance learning for predominant growth pattern prediction in lung adenocarcinoma wsi using foundation models
por: Perez-Herrera, Laura Valeria, et al.
Publicado: (2026)

Leveraging AI multimodal geospatial foundation models for improved near-real-time flood mapping at a global scale
por: Tulbure, Mirela G., et al.
Publicado: (2025)

Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation
por: Berka, Anas, et al.
Publicado: (2025)

Geo-Registration of Terrestrial LiDAR Point Clouds with Satellite Images without GNSS
por: Wang, Xinyu, et al.
Publicado: (2025)