:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Araujo, Lucas de Magalhães, Napoli, Otávio Oliveira, Avila, Sandra, Borin, Edson
Format:	Preprint
Published:	2026
Subjects:	Geophysics Artificial Intelligence Computer Vision and Pattern Recognition Machine Learning
Online Access:	https://arxiv.org/abs/2602.04890
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations with Diffusion Models
by: Erdinc, Huseyin Tuna, et al.
Published: (2024)

Deploying Self-Supervised Learning for Real Seismic Data Denoising
by: Arboleda, Giovanny A. M., et al.
Published: (2026)

Weakly supervised multimodal segmentation of acoustic borehole images with depth-aware cross-attention
by: Silva, Jose Luis Lima de Jesus
Published: (2026)

Retrieval of sun-induced plant fluorescence in the O$_2$-A absorption band from DESIS imagery
by: Buffat, Jim, et al.
Published: (2024)

An InSAR Phase Unwrapping Framework for Large-scale and Complex Events
by: Song, Yijia, et al.
Published: (2026)

Seismic Facies Analysis: A Deep Domain Adaptation Approach
by: Nasim, M Quamer, et al.
Published: (2020)

Seismic Phase Picking
by: Wang, Yuchen, et al.
Published: (2024)

Attention-Based 3D Seismic Fault Segmentation Training by a Few 2D Slice Labels
by: Dou, YiMin, et al.
Published: (2021)

A Real Benchmark Swell Noise Dataset for Performing Seismic Data Denoising via Deep Learning
by: Barros, Pablo M., et al.
Published: (2024)

MDA GAN: Adversarial-Learning-based 3-D Seismic Data Interpolation and Reconstruction for Complex Missing
by: Dou, Yimin, et al.
Published: (2022)

LOGLO-FNO: Efficient Learning of Local and Global Features in Fourier Neural Operators
by: Kalimuthu, Marimuthu, et al.
Published: (2025)

Data-Driven Pseudo-spectral Full Waveform Inversion via Deep Neural Networks
by: Zerafa, Christopher, et al.
Published: (2025)

Self-Flow-Matching assisted Full Waveform Inversion
by: Huang, Xinquan, et al.
Published: (2026)

A Physics-guided Generative AI Toolkit for Geophysical Monitoring
by: Yang, Junhuan, et al.
Published: (2024)

ContrasInver: Ultra-Sparse Label Semi-supervised Regression for Multi-dimensional Seismic Inversion
by: Dou, Yimin, et al.
Published: (2023)

Generating Unseen Nonlinear Evolution in Sea Surface Temperature Using a Deep Learning-Based Latent Space Data Assimilation Framework
by: Zheng, Qingyu, et al.
Published: (2024)

Lossy Neural Compression for Geospatial Analytics: A Review
by: Gomes, Carlos, et al.
Published: (2025)

Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock image
by: Chung, Jaehong, et al.
Published: (2025)

IntraSeismic: a coordinate-based learning approach to seismic inversion
by: Romero, Juan, et al.
Published: (2023)

Ground-roll Separation From Land Seismic Records Based on Convolutional Neural Network
by: Jia, Zhuang, et al.
Published: (2024)

SVInvNet: A Densely Connected Encoder-Decoder Architecture for Seismic Velocity Inversion
by: Khatounabad, Mojtaba Najafi, et al.
Published: (2023)

Parameter-Efficient Adaptation of Pre-Trained Vision Foundation Models for Active and Passive Seismic Data Denoising
by: Zhao, Jiahua, et al.
Published: (2026)

MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation
by: Dou, Yimin, et al.
Published: (2021)

A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset
by: Yang, Junhuan, et al.
Published: (2025)

DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability
by: Brondolo, Florent, et al.
Published: (2024)

Latent diffusion models for parameterization and data assimilation of facies-based geomodels
by: Di Federico, Guido, et al.
Published: (2024)

3D latent diffusion models for parameterizing and history matching multiscenario facies systems
by: Di Federico, Guido, et al.
Published: (2025)

Constrained Transformer-Based Porous Media Generation to Spatial Distribution of Rock Properties
by: Ren, Zihan, et al.
Published: (2024)

Are General-Purpose Vision Models All We Need for 2D Medical Image Segmentation? A Cross-Dataset Empirical Study
by: Borst, Vanessa, et al.
Published: (2026)

Diffusion Cocktail: Mixing Domain-Specific Diffusion Models for Diversified Image Generations
by: Liu, Haoming, et al.
Published: (2023)

General Purpose Image Encoder DINOv2 for Medical Image Registration
by: Song, Xinrui, et al.
Published: (2024)

Evaluating the effects of preprocessing, method selection, and hyperparameter tuning on SAR-based flood mapping and water depth estimation
by: Travert, Jean-Paul, et al.
Published: (2025)

Anomaly detection in satellite imagery through temporal inpainting
by: Rouet-Leduc, Bertrand, et al.
Published: (2025)

Cross-Domain Foundation Model Adaptation: Pioneering Computer Vision Models for Geophysical Data Analysis
by: Guo, Zhixiang, et al.
Published: (2024)

Towards more efficient agricultural practices via transformer-based crop type classification
by: Moya-Sánchez, E. Ulises, et al.
Published: (2024)

Coarse-to-Fine Non-Rigid Registration for Side-Scan Sonar Mosaicking
by: Lei, Can, et al.
Published: (2025)

Reservoir property image slices from the Groningen gas field for image translation and segmentation
by: Al-Fakih, Abdulrahman, et al.
Published: (2026)

Depth Matching Method Based on ShapeDTW for Oil-Based Mud Imager
by: Li, Fengfeng, et al.
Published: (2025)

A Rapid GeoSAM-Based Workflow for Multi-Temporal Glacier Delineation: Case Study from Svalbard
by: Hegyi, Alexandru
Published: (2025)

Self-Reinforced Deep Priors for Reparameterized Full Waveform Inversion
by: Zou, Guangyuan, et al.
Published: (2025)