Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning

Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning

15 August 2024

Junde Wu

Yueming Jin

Papers citing "Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning"

10 / 10 papers shown

Title
Synergistic Bleeding Region and Point Detection in Surgical Videos Jialun Pei Zhangjun Zhou Diandian Guo Zhixi Li Jing Qin Bo Du Pheng-Ann Heng 37 0 0 28 Mar 2025
CamSAM2: Segment Anything Accurately in Camouflaged Videos Yuli Zhou Guolei Sun Yawei Li Yuqian Fu Luca Benini Ender Konukoglu 37 0 0 25 Mar 2025
RP-SAM2: Refining Point Prompts for Stable Surgical Instrument Segmentation Nuren Zhaksylyk Ibrahim Almakky Jay N. Paranjape S. Vedula S. Sikder Vishal M. Patel Mohammad Yaqub 21 0 0 25 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 50 0 0 17 Mar 2025
SurgiSAM2: Fine-tuning a foundational model for surgical video anatomy segmentation and detection Devanish N. Kamtam Joseph B. Shrager Satya Deepya Malla Xiaohan Wang Nicole Lin Juan J. Cardona Serena Yeung-Levy Clarence Hu VLM 50 0 0 05 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
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun J. Liu H. Shen Xiaofeng Zhu Ping Hu VLM 43 4 0 07 Oct 2024
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation Yuli Zhou Guolei Sun Yawei Li Guo-Sen Xie Luca Benini Ender Konukoglu 22 4 0 27 Sep 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation Qiyuan Wang Shang Zhao Zikang Xu S Kevin Zhou 21 0 0 14 Sep 2024
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey Yichi Zhang Zhenrong Shen VLM 30 12 0 23 Aug 2024