Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Peng, Haonan, Lin, Shan, King, Daniel, Su, Yun-Hsuan, Bly, Randall A., Moe, Kris S., Hannaford, Blake |
|---|---|
| Format: | Preprint |
| Published: |
2021
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Data-driven Joint-level Calibration of Cable-driven Surgical Robots
by: Peng, Haonan, et al.
Published: (2024)
by: Peng, Haonan, et al.
Published: (2024)
Optimization of Trajectories for Machine Learning Training in Robot Accuracy Modeling
by: Hannaford, Blake
Published: (2024)
by: Hannaford, Blake
Published: (2024)
Vision‐Guided Surgical Navigation Using Computer Vision for Dynamic Intraoperative Imaging Updates
by: Jeremy Ruthberg, et al.
Published: (2025)
by: Jeremy Ruthberg, et al.
Published: (2025)
Bridging the Ex-Vivo to In-Vivo Gap: Synthetic Priors for Monocular Depth Estimation in Specular Surgical Environments
by: Aich, Ankan, et al.
Published: (2025)
by: Aich, Ankan, et al.
Published: (2025)
Prompt-DAS: Annotation-Efficient Prompt Learning for Domain Adaptive Semantic Segmentation of Electron Microscopy Images
by: Chen, Jiabao, et al.
Published: (2025)
by: Chen, Jiabao, et al.
Published: (2025)
SEGSRNet for Stereo-Endoscopic Image Super-Resolution and Surgical Instrument Segmentation
by: Hayat, Mansoor, et al.
Published: (2024)
by: Hayat, Mansoor, et al.
Published: (2024)
Cataloging Backlogs: Their Content and Control. A Survey of Collection Developers and Catalogers in OhioLINK Libraries.
by: Bly, Onadell J.
Published: (1991)
by: Bly, Onadell J.
Published: (1991)
Developing Innovative Information Technology Projects.
by: Hannaford, Marion
Published: (1999)
by: Hannaford, Marion
Published: (1999)
The ABC's of Financing Church and Synagogue Libraries. Acquiring Funds, Budgeting, Cash Accounting.
by: Hannaford, Claudia
Published: (1985)
by: Hannaford, Claudia
Published: (1985)
Church and Synagogue Library Association: Fifteen Years of Ecumenical Concern for Quality Service in Religious Libraries.
by: Hannaford, Claudia
Published: (1983)
by: Hannaford, Claudia
Published: (1983)
An Ecumenical Conern for Quality Service in Religious Libraries; Church and Synagogue Library Association
by: Hannaford, Claudia
Published: (1970)
by: Hannaford, Claudia
Published: (1970)
Aid workers parenting in the field: Children‐as‐audience and the generational transmission of privilege in Senegal
by: Dinah Hannaford
Published: (2025)
by: Dinah Hannaford
Published: (2025)
Identifying Surgical Instruments in Laparoscopy Using Deep Learning Instance Segmentation
by: Kletz, Sabrina, et al.
Published: (2025)
by: Kletz, Sabrina, et al.
Published: (2025)
MATIS: Masked-Attention Transformers for Surgical Instrument Segmentation
by: Ayobi, Nicolás, et al.
Published: (2023)
by: Ayobi, Nicolás, et al.
Published: (2023)
SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument Segmentation
by: Yue, Wenxi, et al.
Published: (2023)
by: Yue, Wenxi, et al.
Published: (2023)
ESA: Annotation-Efficient Active Learning for Semantic Segmentation
by: Ge, Jinchao, et al.
Published: (2024)
by: Ge, Jinchao, et al.
Published: (2024)
Annotation-Efficient Polyp Segmentation via Active Learning
by: Huang, Duojun, et al.
Published: (2024)
by: Huang, Duojun, et al.
Published: (2024)
Rethinking Text-Promptable Surgical Instrument Segmentation with Robust Framework
by: Choi, Tae-Min, et al.
Published: (2024)
by: Choi, Tae-Min, et al.
Published: (2024)
Text Promptable Surgical Instrument Segmentation with Vision-Language Models
by: Zhou, Zijian, et al.
Published: (2023)
by: Zhou, Zijian, et al.
Published: (2023)
Polyp and Surgical Instrument Segmentation with Double Encoder-Decoder Networks
by: Galdran, Adrian
Published: (2024)
by: Galdran, Adrian
Published: (2024)
Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation
by: Zhu, Yu, et al.
Published: (2024)
by: Zhu, Yu, et al.
Published: (2024)
CLImage: Human-Annotated Datasets for Complementary-Label Learning
by: Wang, Hsiu-Hsuan, et al.
Published: (2023)
by: Wang, Hsiu-Hsuan, et al.
Published: (2023)
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images
by: Shan, Lianlei, et al.
Published: (2024)
by: Shan, Lianlei, et al.
Published: (2024)
Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery
by: Sheng, Yuyang, et al.
Published: (2024)
by: Sheng, Yuyang, et al.
Published: (2024)
Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion
by: Wei, Meng, et al.
Published: (2026)
by: Wei, Meng, et al.
Published: (2026)
Deep Learning for Surgical Instrument Recognition and Segmentation in Robotic-Assisted Surgeries: A Systematic Review
by: Ahmed, Fatimaelzahraa Ali, et al.
Published: (2024)
by: Ahmed, Fatimaelzahraa Ali, et al.
Published: (2024)
Synthetic Dataset Generation and Validation for Robotic Surgery Instrument Segmentation
by: Chiesa, Giorgio, et al.
Published: (2026)
by: Chiesa, Giorgio, et al.
Published: (2026)
Active-SAOOD: Active Sparsely Annotated Oriented Object Detection in Remote Sensing Images
by: Lin, Yu, et al.
Published: (2026)
by: Lin, Yu, et al.
Published: (2026)
Multidisciplinary Advanced Surgical Planning for Slide Tracheoplasty Using 3D‐Printed Models
by: Clare M. Richardson, et al.
Published: (2024)
by: Clare M. Richardson, et al.
Published: (2024)
Collection Development in Ten Small Academic Libraries: A Report to the Council on Library Resources.
by: Hannaford, W. E., Jr.
Published: (1979)
by: Hannaford, W. E., Jr.
Published: (1979)
Promotion of Church and Synagogue Libraries: By Church Librarians
by: Hannaford, Claudia, et al.
Published: (1970)
by: Hannaford, Claudia, et al.
Published: (1970)
Promotion Planning All Year 'Round. Third Edition. CSLA Guide No. 2.
by: Hannaford, Claudia, et al.
Published: (1995)
by: Hannaford, Claudia, et al.
Published: (1995)
Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything
by: Wu, Zijian, et al.
Published: (2024)
by: Wu, Zijian, et al.
Published: (2024)
Differentiable Rendering-based Pose Estimation for Surgical Robotic Instruments
by: Liang, Zekai, et al.
Published: (2025)
by: Liang, Zekai, et al.
Published: (2025)
Can Unsupervised Segmentation Reduce Annotation Costs for Video Semantic Segmentation?
by: Some, Samik, et al.
Published: (2026)
by: Some, Samik, et al.
Published: (2026)
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation
by: Qiu, Dafei, et al.
Published: (2024)
by: Qiu, Dafei, et al.
Published: (2024)
ToolTipNet: A Segmentation-Driven Deep Learning Baseline for Surgical Instrument Tip Detection
by: Wu, Zijian, et al.
Published: (2025)
by: Wu, Zijian, et al.
Published: (2025)
Spatio-Temporal Representation Decoupling and Enhancement for Federated Instrument Segmentation in Surgical Videos
by: Fang, Zheng, et al.
Published: (2025)
by: Fang, Zheng, et al.
Published: (2025)
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding
by: Chen, Zhen, et al.
Published: (2024)
by: Chen, Zhen, et al.
Published: (2024)
RP-SAM2: Refining Point Prompts for Stable Surgical Instrument Segmentation
by: Zhaksylyk, Nuren, et al.
Published: (2025)
by: Zhaksylyk, Nuren, et al.
Published: (2025)
Similar Items
-
Efficient Data-driven Joint-level Calibration of Cable-driven Surgical Robots
by: Peng, Haonan, et al.
Published: (2024) -
Optimization of Trajectories for Machine Learning Training in Robot Accuracy Modeling
by: Hannaford, Blake
Published: (2024) -
Vision‐Guided Surgical Navigation Using Computer Vision for Dynamic Intraoperative Imaging Updates
by: Jeremy Ruthberg, et al.
Published: (2025) -
Bridging the Ex-Vivo to In-Vivo Gap: Synthetic Priors for Monocular Depth Estimation in Specular Surgical Environments
by: Aich, Ankan, et al.
Published: (2025) -
Prompt-DAS: Annotation-Efficient Prompt Learning for Domain Adaptive Semantic Segmentation of Electron Microscopy Images
by: Chen, Jiabao, et al.
Published: (2025)