Cover Image

LocBAM: Advancing 3D Patch-Based Image Segmentation by Integrating Location Contex

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hooft, Donnate, Fischer, Stefan M., Bercea, Cosmin, Peeken, Jan C., Schnabel, Julia A.
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

Denoising Diffusion Models for Anomaly Localization in Medical Images
by: Bercea, Cosmin I., et al.
Published: (2024)

Towards Universal Unsupervised Anomaly Detection in Medical Imaging
by: Bercea, Cosmin I., et al.
Published: (2024)

Progressive Growing of Patch Size: Curriculum Learning for Accelerated and Improved Medical Image Segmentation
by: Fischer, Stefan M., et al.
Published: (2025)

Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification?
by: Kiechle, Johannes, et al.
Published: (2024)

Diffusion Models with Implicit Guidance for Medical Anomaly Detection
by: Bercea, Cosmin I., et al.
Published: (2024)

Interpretable Representation Learning of Cardiac MRI via Attribute Regularization
by: Di Folco, Maxime, et al.
Published: (2024)

Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks
by: Fischer, Stefan M., et al.
Published: (2024)

MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI
by: Alaya, Malek Ben, et al.
Published: (2024)

Semantic Alignment of Unimodal Medical Text and Vision Representations
by: Di Folco, Maxime, et al.
Published: (2025)

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging
by: Kainz, Bernhard, et al.
Published: (2026)

Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions
by: Li, Jun, et al.
Published: (2025)

Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification Challenge
by: Fischer, Stefan M., et al.
Published: (2024)

Unsupervised Analysis of Alzheimer's Disease Signatures using 3D Deformable Autoencoders
by: Avci, Mehmet Yigit, et al.
Published: (2024)

Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding
by: Li, Jun, et al.
Published: (2025)

Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound
by: Wong, Chun Kit, et al.
Published: (2025)

CrashSplat: 2D to 3D Vehicle Damage Segmentation in Gaussian Splatting
by: Chileban, Dragoş-Andrei, et al.
Published: (2025)

Language Models Meet Anomaly Detection for Better Interpretability and Generalizability
by: Li, Jun, et al.
Published: (2024)

LocCa: Visual Pretraining with Location-aware Captioners
by: Wan, Bo, et al.
Published: (2024)

LunarLoc: Segment-Based Global Localization on the Moon
by: Thomas, Annika, et al.
Published: (2025)

Patch2Loc: Learning to Localize Patches for Unsupervised Brain Lesion Detection
by: Baker, Hassan, et al.
Published: (2025)

TomoGraphView: 3D Medical Image Classification with Omnidirectional Slice Representations and Graph Neural Networks
by: Kiechle, Johannes, et al.
Published: (2025)

MedDIFT: Multi-Scale Diffusion-Based Correspondence in 3D Medical Imaging
by: Zhang, Xingyu, et al.
Published: (2025)

LocDiff: Identifying Locations on Earth by Diffusing in the Hilbert Space
by: Wang, Zhangyu, et al.
Published: (2025)

FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks
by: Wu, Peiran, et al.
Published: (2024)

LocPoseNet: Robust Location Prior for Unseen Object Pose Estimation
by: Zhao, Chen, et al.
Published: (2022)

Loc4Plan: Locating Before Planning for Outdoor Vision and Language Navigation
by: Tian, Huilin, et al.
Published: (2024)

GPAFormer: Graph-guided Patch Aggregation Transformer for Efficient 3D Medical Image Segmentation
by: Lo, Chung-Ming, et al.
Published: (2026)

Efficient KernelSHAP Explanations for Patch-based 3D Medical Image Segmentation
by: Brioso, Ricardo Coimbra, et al.
Published: (2026)

TrafficLoc: Localizing Traffic Surveillance Cameras in 3D Scenes
by: Xia, Yan, et al.
Published: (2024)

Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration
by: Chobola, Tomáš, et al.
Published: (2025)

Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations
by: Ambekar, Sameer, et al.
Published: (2024)

AstroLoc: Robust Space to Ground Image Localizer
by: Berton, Gabriele, et al.
Published: (2025)

BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection
by: Wu, Changshun, et al.
Published: (2024)

SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Instance Segmentation
by: Xu, Mutian, et al.
Published: (2023)

Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations
by: Chobola, Tomáš, et al.
Published: (2024)

Building Damage Detection using Satellite Images and Patch-Based Transformer Methods
by: Siva, Smriti, et al.
Published: (2026)

ImLoc: Revisiting Visual Localization with Image-based Representation
by: Jiang, Xudong, et al.
Published: (2026)

Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
by: Liu, Che, et al.
Published: (2025)

LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
by: Rokuss, Maximilian, et al.
Published: (2025)

Text2Loc: 3D Point Cloud Localization from Natural Language
by: Xia, Yan, et al.
Published: (2023)