Real-time Instance Segmentation of Surgical Instruments using Attention
and Multi-scale Feature Fusion

Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion

9 November 2021

Juan Carlos Angeles Ceron

Gilberto Ochoa-Ruiz

Papers citing "Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion"

12 / 12 papers shown

Title
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM Heeji Yoon Heeseong Shin Eunbeen Hong Hyunwook Choi Hansang Cho Daun Jeong Seungryong Kim 26 0 0 07 Apr 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
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining Ming Hu Kun Yuan Yaling Shen Feilong Tang Xiaohao Xu ... Jin Ye N. Padoy Nassir Navab Junjun He Zongyuan Ge VLM CLIP 95 11 0 23 Nov 2024
AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 37 0 0 06 Nov 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 43 4 0 22 Oct 2024
Revisiting Surgical Instrument Segmentation Without Human Intervention: A Graph Partitioning View Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 37 1 0 27 Aug 2024
Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art Tobias Rueckert Daniel Rueckert Christoph Palm 27 17 0 25 Apr 2023
Deep learning-based image exposure enhancement as a pre-processing for an accurate 3D colon surface reconstruction Ricardo Espinosa Carlos Axel Garcia-Vega G. Ochoa-Ruiz Dominique Lamarque C. Daul MedIm 3DV 30 0 0 06 Apr 2023
SUPRA: Superpixel Guided Loss for Improved Multi-modal Segmentation in Endoscopy Rafael Martinez Garcia Peña Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 36 3 0 09 Nov 2022
Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging Axel Garcia-Vega Ricardo Espinosa Luis Ramirez-Guzman T. Bazin L. Falcón-Morales G. Ochoa-Ruiz Dominique Lamarque C. Daul 27 8 0 26 Oct 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 24 6 0 03 Sep 2022
Video-rate multispectral imaging in laparoscopic surgery: First-in-human application Leonardo Ayala Sebastian J. Wirkert A. Vemuri T. Adler Silvia Seidlitz Sebastian Pirmann C. Engels D. Teber Lena Maier-Hein 18 23 0 28 May 2021