Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery

11 January 2024

Hongliang Ren

Papers citing "Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery"

28 / 28 papers shown

Title
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation Volodymyr Havrylov Haiwen Huang Dan Zhang Andreas Geiger 34 0 0 04 May 2025
Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement Long Bai Boyi Ma Ruohan Wang Guankun Wang Beilei Cui ... Mobarakol Islam Zhe Min Jiewen Lai Nassir Navab Hongliang Ren 38 0 0 03 May 2025
Learning to Efficiently Adapt Foundation Models for Self-Supervised Endoscopic 3D Scene Reconstruction from Any Cameras Beilei Cui Long Bai Mobarakol Islam An-Chi Wang Z. Ma ... Feng Li Zhen Chen Zhongliang Jiang Nassir Navab Hongliang Ren MedIm 60 0 0 20 Mar 2025
Endo-FASt3r: Endoscopic Foundation model Adaptation for Structure from motion Mona Sheikh Zeinoddin Mobarakol Islam Zafer Tandogdu Greg Shaw Mathew J. Clarkson E. Mazomenos Danail Stoyanov 49 0 0 10 Mar 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review Ufaq Khan Umair Nawaz A. Qayyum Shazad Ashraf Muhammad Bilal Junaid Qadir 76 0 0 24 Feb 2025
Distillation of Diffusion Features for Semantic Correspondence Frank Fundel Johannes Schusterbauer Vincent Tao Hu Bjorn Ommer DiffM 87 3 0 04 Dec 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 31 4 0 31 Oct 2024
EndoPerfect: High-Accuracy Monocular Depth Estimation and 3D Reconstruction for Endoscopic Surgery via NeRF-Stereo Fusion Pengcheng Chen Wenhao Li Nicole Gunderson Jeremy Ruthberg Randall Bly Waleed M. Abuzeid Zhenglong Sun Eric J. Seibel 26 0 0 05 Oct 2024
Towards Full-parameter and Parameter-efficient Self-learning For Endoscopic Camera Depth Estimation Shuting Zhao Chenkang Du Kristin Qi Xinrong Chen Xinhan Di MDE 27 0 0 01 Oct 2024
EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels Qingyao Tian Zhen Chen Huai Liao Xinyan Huang Lujie Li Sebastien Ourselin Hongbin Liu 41 1 0 09 Sep 2024
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM N. Zhou Ke Zou Kai Ren Mengting Luo Linchao He M. Wang Yidi Chen Yi Zhang Hu Chen Huazhu Fu MedIm 30 3 0 02 Sep 2024
DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model Mona Sheikh Zeinoddin Chiara Lena Jiongqi Qu Luca Carlini Mattia Magro ... E. Mazomenos Daniel C. Alexander Danail Stoyanov Matthew J. Clarkson Mobarakol Islam 24 1 0 30 Aug 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 88 5 0 28 Aug 2024
A Review of 3D Reconstruction Techniques for Deformable Tissues in Robotic Surgery Mengya Xu Ziqi Guo An-Chi Wang Long Bai Hongliang Ren 26 4 0 08 Aug 2024
Registering Neural 4D Gaussians for Endoscopic Surgery Yiming Huang Beilei Cui Ikemura Kei Jiekai Zhang Long Bai Hongliang Ren 3DGS 24 2 0 29 Jul 2024
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability Florent Brondolo Samuel Beaussant AI4CE 16 0 0 25 Jul 2024
General Vision Encoder Features as Guidance in Medical Image Registration Fryderyk Kogl Anna Reithmeir Vasiliki Sideri-Lampretsa Ines P. Machado R. Braren Daniel Rückert Julia A. Schnabel Veronika A. Zimmer MedIm 20 0 0 18 Jul 2024
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting Chenxin Li Brandon Yushan Feng Yifan Liu Hengyu Liu Cheng Wang Weihao Yu Yixuan Yuan 3DGS 19 13 0 01 Jul 2024
Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation H. Kerdegari Kyle Higgins Dennis Veselkov I. Laponogov I. Poļaka ... Junior Andrea Pescino M. Leja M. Dinis-Ribeiro T. F. Kanonnikoff Kirill Veselkov 22 3 0 26 Jun 2024
Head Pose Estimation and 3D Neural Surface Reconstruction via Monocular Camera in situ for Navigation and Safe Insertion into Natural Openings Ruijie Tang Beilei Cui Hongliang Ren 3DH 24 0 0 18 Jun 2024
Learning to Adapt Foundation Model DINOv2 for Capsule Endoscopy Diagnosis Bowen Zhang Ying Chen Long Bai Yan Zhao Yuxiang Sun Yixuan Yuan Jianhua Zhang Hongliang Ren 21 4 0 15 Jun 2024
EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera Beilei Cui Mobarakol Islam Long Bai An-Chi Wang Hongliang Ren MedIm 23 14 0 14 May 2024
Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips Beerend G. A. Gerats J. Wolterink Seb P. Mol I. A. Broeders 40 0 0 28 Mar 2024
Transferring Relative Monocular Depth to Surgical Vision with Temporal Consistency C. Budd Tom Kamiel Magda Vercauteren MDE MedIm 31 4 0 11 Mar 2024
Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting Yiming Huang Beilei Cui Long Bai Ziqi Guo Mengya Xu Mobarakol Islam Hongliang Ren 3DGS 17 14 0 29 Jan 2024
Tracking and Mapping in Medical Computer Vision: A Review Adam Schmidt Omid Mohareri S. DiMaio Michael C. Yip Septimiu E. Salcudean 15 34 0 17 Oct 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 95 276 0 26 Apr 2023
Stereo Correspondence and Reconstruction of Endoscopic Data Challenge M. Allan J. Mcleod Congcong Wang Jean-Claude Rosenthal Zheng Hu ... Dimitris Psychogyios M. Azizian Danail Stoyanov Lena Maier-Hein Stefanie Speidel 3DV 48 133 0 04 Jan 2021