Cover Image

Object segmentation in the wild with foundation models: application to vision assisted neuro-prostheses for upper limbs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Atoki, Bolutife, Benois-Pineau, Jenny, Péteri, Renaud, Baldacci, Fabien, de Rugy, Aymar
Format:	Preprint
Published:	2025
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

Diffusion-Based Authentication of Copy Detection Patterns: A Multimodal Framework with Printer Signature Conditioning
by: Atoki, Bolutife, et al.
Published: (2026)

There is More to Attention: Statistical Filtering Enhances Explanations in Vision Transformers
by: Ayyar, Meghna P, et al.
Published: (2025)

Identifying Surgical Instruments in Laparoscopy Using Deep Learning Instance Segmentation
by: Kletz, Sabrina, et al.
Published: (2025)

Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods
by: Yu, Hyeon, et al.
Published: (2024)

Locating Demographic Bias at the Attention-Head Level in CLIP's Vision Encoder
by: Yasser, Alaa, et al.
Published: (2026)

FusWay: Multimodal hybrid fusion approach. Application to Railway Defect Detection
by: Zhukov, Alexey, et al.
Published: (2025)

Fine-tuning vision foundation model for crack segmentation in civil infrastructures
by: Ge, Kang, et al.
Published: (2023)

MedDINOv3: How to adapt vision foundation models for medical image segmentation?
by: Li, Yuheng, et al.
Published: (2025)

Zero-shot segmentation of skin tumors in whole-slide images with vision-language foundation models
by: Moreno, Santiago, et al.
Published: (2025)

Revisiting foundation models for cell instance segmentation
by: Archit, Anwai, et al.
Published: (2026)

Are foundation models efficient for medical image segmentation?
by: Ferreira, Danielle, et al.
Published: (2023)

Are foundation models for computer vision good conformal predictors?
by: Fillioux, Leo, et al.
Published: (2024)

ENSAM: an efficient foundation model for interactive segmentation of 3D medical images
by: Stenhede, Elias, et al.
Published: (2025)

Novel class discovery meets foundation models for 3D semantic segmentation
by: Riz, Luigi, et al.
Published: (2023)

CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions
by: Bouzid, Amel Imene Hadj, et al.
Published: (2024)

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

VISTA-PATH: An interactive foundation model for pathology image segmentation and quantitative analysis in computational pathology
by: Liang, Peixian, et al.
Published: (2026)

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

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

Colony Grounded SAM2: Zero-shot detection and segmentation of bacterial colonies using foundation models
by: Korporaal, Daan, et al.
Published: (2026)

SurgiSAM2: Fine-tuning a foundational model for surgical video anatomy segmentation and detection
by: Kamtam, Devanish N., et al.
Published: (2025)

Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement
by: Huang, Weijian, et al.
Published: (2024)

Expert-level vision-language foundation model for real-world radiology and comprehensive evaluation
by: Liu, Xiaohong, et al.
Published: (2024)

EXACT: an explainable anomaly-aware vision foundation model for analysis of 3D chest CT
by: Bai, Xuguang, et al.
Published: (2026)

Attend what matters: Leveraging vision foundational models for breast cancer classification using mammograms
by: Sanghvi, Samyak, et al.
Published: (2026)

ProFound: A moderate-sized vision foundation model for multi-task prostate imaging
by: Wang, Yipei, et al.
Published: (2026)

Do computer vision foundation models learn the low-level characteristics of the human visual system?
by: Cai, Yancheng, et al.
Published: (2025)

Quantifying uncertainty in lung cancer segmentation with foundation models applied to mixed-domain datasets
by: Rangnekar, Aneesh, et al.
Published: (2024)

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

Anatomical feature-prioritized loss for enhanced MR to CT translation
by: Longuefosse, Arthur, et al.
Published: (2024)

FoMo4Wheat: Toward reliable crop vision foundation models with globally curated data
by: Han, Bing, et al.
Published: (2025)

Semantic and structural image segmentation for prosthetic vision
by: Sanchez-Garcia, Melani, et al.
Published: (2018)

FreeZe: Training-free zero-shot 6D pose estimation with geometric and vision foundation models
by: Caraffa, Andrea, et al.
Published: (2023)

Towards a vision foundation model for comprehensive assessment of Cardiac MRI
by: Jacob, Athira J, et al.
Published: (2024)

An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care
by: Da Soh, Zhi, et al.
Published: (2025)

Real-time, accurate, and open source upper-limb musculoskeletal analysis using a single RGBD camera
by: Ceglia, Amedeo, et al.
Published: (2024)

Ecological mapping with geospatial foundation models
by: Mahlasi, Craig, et al.
Published: (2026)

Is clustering enough for LiDAR instance segmentation? A state-of-the-art training-free baseline
by: Sautier, Corentin, et al.
Published: (2025)

Object Pose Transformer: Unifying Unseen Object Pose Estimation
by: Li, Weihang, et al.
Published: (2026)

OPFormer: Object Pose Estimation leveraging foundation model with geometric encoding
by: Moroz, Artem, et al.
Published: (2025)