Cover Image

Breakout-picker: Reducing false positives in deep learning-based borehole breakout characterization from acoustic image logs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Guangyu, Ma, Xiaodong, Wu, Xinming
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Sound Geophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

From images to properties: a NeRF-driven framework for granular material parameter inversion
by: Hsiao, Cheng-Hsi, 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)

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

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)

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

Radial-Component Predominant-Mode Inversion of Rayleigh Waves: Application to DAS-based Site Characterization
by: Bhaumik, Mrinal, et al.
Published: (2026)

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

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

GeoNDC: A Queryable Neural Data Cube for Planetary-Scale Earth Observation
by: Qi, Jianbo, et al.
Published: (2026)

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

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

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

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

3D latent diffusion models for parameterizing and history matching multiscenario facies systems
by: Di Federico, Guido, 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)

Towards Reliable Sea Ice Drift Estimation in the Arctic Deep Learning Optical Flow on RADARSAT-2
by: Martin, Daniela, et al.
Published: (2025)

Surrogate Model for Geological CO2 Storage and Its Use in Hierarchical MCMC History Matching
by: Han, Yifu, et al.
Published: (2023)

Automated Workflow for the Detection of Vugs
by: Nasim, M. Quamer, et al.
Published: (2025)

Seeing Soil from Space: Towards Robust and Scalable Remote Soil Nutrient Analysis
by: Seu, David, et al.
Published: (2025)

A Deep CNN Model for Ringing Effect Attenuation of Vibroseis Data
by: Jia, Zhuang, et al.
Published: (2024)

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

PCP-GAN: Property-Constrained Pore-scale image reconstruction via conditional Generative Adversarial Networks
by: Sadeghkhani, Ali, et al.
Published: (2025)

Power-scaled Bayesian Inference with Score-based Generative Models
by: Erdinc, Huseyin Tuna, et al.
Published: (2025)

A strongly annotated passive acoustic dataset for tropical bird monitoring
by: Ruiz, Daniela, et al.
Published: (2026)

On the Residual-based Neural Network for Unmodeled Distortions in Coordinate Transformation
by: Rofatto, Vinicius Francisco, et al.
Published: (2025)

A deep learning framework for marine acoustic and seismic monitoring with distributed acoustic sensing
by: Zhang, Chun, et al.
Published: (2026)

Inversion of Magnetic Data using Learned Dictionaries and Scale Space
by: Ahamed, Shadab, et al.
Published: (2025)

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

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

A Decade of Generative Adversarial Networks for Porous Material Reconstruction
by: Sadeghkhani, Ali, et al.
Published: (2026)

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

Sims: An Interactive Tool for Geospatial Matching and Clustering
by: Zaytar, Akram, 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)