Cover Image

Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Shu, Luo, Luyang, Wang, Qiong, Chen, Hao
Format:	Preprint
Published:	2024
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

SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition
by: Yang, Shu, et al.
Published: (2024)

Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
by: Liu, Yang, et al.
Published: (2026)

MoSFormer: Augmenting Temporal Context with Memory of Surgery for Surgical Phase Recognition
by: Ding, Hao, et al.
Published: (2025)

TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition
by: Funke, Isabel, et al.
Published: (2023)

Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin Representation
by: Ding, Hao, et al.
Published: (2024)

LoViT: Long Video Transformer for Surgical Phase Recognition
by: Liu, Yang, et al.
Published: (2023)

Thoracic Surgery Video Analysis for Surgical Phase Recognition
by: Mateen, Syed Abdul, et al.
Published: (2024)

SemiVT-Surge: Semi-Supervised Video Transformer for Surgical Phase Recognition
by: Li, Yiping, et al.
Published: (2025)

SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba
by: Zhang, Xiangning, et al.
Published: (2024)

MuST: Multi-Scale Transformers for Surgical Phase Recognition
by: Pérez, Alejandra, et al.
Published: (2024)

SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition
by: Zhang, Bokai, et al.
Published: (2023)

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models
by: Wu, Haoyang, et al.
Published: (2025)

SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning
by: Boels, Maxence, et al.
Published: (2024)

SR-Mamba: Effective Surgical Phase Recognition with State Space Model
by: Cao, Rui, et al.
Published: (2024)

MATIS: Masked-Attention Transformers for Surgical Instrument Segmentation
by: Ayobi, Nicolás, et al.
Published: (2023)

Neural Finite-State Machines for Surgical Phase Recognition
by: Ding, Hao, et al.
Published: (2024)

Robust Surgical Phase Recognition From Annotation Efficient Supervision
by: Rubin, Or, et al.
Published: (2024)

HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition
by: Yuan, Kun, et al.
Published: (2024)

Friends Across Time: Multi-Scale Action Segmentation Transformer for Surgical Phase Recognition
by: Zhang, Bokai, et al.
Published: (2024)

DACAT: Dual-stream Adaptive Clip-aware Time Modeling for Robust Online Surgical Phase Recognition
by: Yang, Kaixiang, et al.
Published: (2024)

Benchmarking and Enhancing Surgical Phase Recognition Models for Robotic-Assisted Esophagectomy
by: Li, Yiping, et al.
Published: (2024)

SurgX: Neuron-Concept Association for Explainable Surgical Phase Recognition
by: Kim, Ka Young, et al.
Published: (2025)

DSTED: Decoupling Temporal Stabilization and Discriminative Enhancement for Surgical Workflow Recognition
by: Chen, Yueyao, et al.
Published: (2025)

SAGS: Self-Adaptive Alias-Free Gaussian Splatting for Dynamic Surgical Endoscopic Reconstruction
by: Huang, Wenfeng, et al.
Published: (2025)

Hierarchical Space-Time Attention for Micro-Expression Recognition
by: Hao, Haihong, et al.
Published: (2024)

CPKD: Clinical Prior Knowledge-Constrained Diffusion Models for Surgical Phase Recognition in Endoscopic Submucosal Dissection
by: Zhang, Xiangning, et al.
Published: (2025)

Efficient Surgical Tool Recognition via HMM-Stabilized Deep Learning
by: Wang, Haifeng, et al.
Published: (2024)

Generalized Recognition of Basic Surgical Actions Enables Skill Assessment and Vision-Language-Model-based Surgical Planning
by: Xu, Mengya, et al.
Published: (2026)

Video Dataset for Surgical Phase, Keypoint, and Instrument Recognition in Laparoscopic Surgery (PhaKIR)
by: Rueckert, Tobias, et al.
Published: (2025)

Hi-GaTA: Hierarchical Gated Temporal Aggregation Adapter for Surgical Video Report Generation
by: Sun, Kedi, et al.
Published: (2026)

CurConMix+: A Unified Spatio-Temporal Framework for Hierarchical Surgical Workflow Understanding
by: Jeon, Yongjun, et al.
Published: (2026)

HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
by: Jin, Cheng, et al.
Published: (2024)

From Phase Grounding to Intelligent Surgical Narratives
by: Peterson, Ethan, et al.
Published: (2026)

Geo-RepNet: Geometry-Aware Representation Learning for Surgical Phase Recognition in Endoscopic Submucosal Dissection
by: Tang, Rui, et al.
Published: (2025)

Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition
by: Li, Yufei, et al.
Published: (2025)

Realistic Surgical Simulation from Monocular Videos
by: Wang, Kailing, et al.
Published: (2024)

Training-free Temporal Object Tracking in Surgical Videos
by: Koley, Subhadeep, et al.
Published: (2026)

SurgAnt-ViVQA: Learning to Anticipate Surgical Events through GRU-Driven Temporal Cross-Attention
by: Dhake, Shreyas C., et al.
Published: (2025)

Analysis of Transferability Estimation Metrics for Surgical Phase Recognition
by: Singh, Prabhant, et al.
Published: (2025)

TemporalDoRA: Temporal PEFT for Robust Surgical Video Question Answering
by: Carlini, Luca, et al.
Published: (2026)