isyangshu / SurgformerLinks
[MICCAI 2024] Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition
☆31Updated 4 months ago
Alternatives and similar repositories for Surgformer
Users that are interested in Surgformer are comparing it to the libraries listed below
Sorting:
- Official repository of the GraSP dataset and implemention of TAPIS☆30Updated 5 months ago
- ☆33Updated 2 months ago
- Learning multi-modal representations by watching hundreds of surgical video lectures☆62Updated 2 weeks ago
- There are compilations of surgery-related tasks, datasets, and papers.☆40Updated 2 months ago
- Official repository for the paper "Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings".☆58Updated 2 months ago
- Code repository for paper: "General surgery vision transformer: A video pre-trained foundation model for general surgery"☆36Updated last year
- A repository for surgical action triplet dataset. Data are videos of laparoscopic cholecystectomy that have been annotated with <instrume…☆56Updated last year
- OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding☆48Updated 2 months ago
- ☆20Updated last month
- Reading list and publicly available datasets for surgical vision☆33Updated 3 years ago
- Large-scale Self-supervised Pre-training for Endoscopy☆34Updated 11 months ago
- IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos☆12Updated 2 years ago
- TMI 2023: Less is More: Surgical Phase Recognition from Timestamp Supervision☆17Updated 2 years ago
- ☆17Updated 8 months ago
- [TMI'22]Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation☆23Updated 2 years ago
- This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment…☆29Updated 3 weeks ago
- SSG-VQA is a Visual Question Answering (VQA) dataset on laparoscopic videos providing diverse, geometrically grounded, unbiased and surgi…☆39Updated 2 weeks ago
- Long Surgical Phase Recognition☆18Updated 7 months ago
- [MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train☆189Updated last year
- A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.☆24Updated last year
- A Python evaluation metrics package for surgical action triplet recognition☆17Updated 5 months ago
- [TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video☆64Updated 3 years ago
- MICCAI 2022: Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions☆12Updated 2 years ago
- Code and models for MICCAI23 paper: "Self-Supervised Learning for Endoscopy Video Analysis".☆16Updated last year
- [IJCARS'22]Trans-SVNet: hybrid embedding aggregation Transformer for surgical workflow analysis, 1st Prize of Best Paper Award of IJCARS-…☆15Updated 2 years ago
- Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"☆39Updated 2 weeks ago
- Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding (ICLR 2025)☆69Updated 2 months ago
- Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment☆49Updated 4 months ago
- [NeurIPS 2023] Text Promptable Surgical Instrument Segmentation with Vision-Language Models☆36Updated last year
- Official code of the paper MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environ…☆23Updated 2 months ago