Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
Author:
Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-030-01364-6_19
Reference17 articles.
1. Bouget, D., Allan, M., Stoyanov, D., Jannin, P.: Vision-based and marker-less surgical tool detection and tracking: a review of the literature. Med. Image Anal. 35, 633–654 (2017)
2. Durand, T., Mordan, T., Thome, N., Cord, M.: Wildcat: weakly supervised learning of deep convnets for image classification, pointwise localization and segmentation. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 5957–5966 (2017)
3. Everingham, M., Van Gool, L., Williams, C.K.I., Winn, J., Zisserman, A.: The PASCAL visual object classes (VOC) challenge. Int. J. Comput. Vis. 88(2), 303–338 (2010)
4. Garcia-Peraza-Herrera, L.C., et al.: Toolnet: holistically-nested real-time segmentation of robotic surgical tools. In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (2017)
5. He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 770–778 (2016)
Cited by 45 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Robotic scrub nurse to anticipate surgical instruments based on real-time laparoscopic video analysis;Communications Medicine;2024-08-02
2. Challenges in multi-centric generalization: phase and step recognition in Roux-en-Y gastric bypass surgery;International Journal of Computer Assisted Radiology and Surgery;2024-05-18
3. Weakly Semi-Supervised Tool Detection in Minimally Invasive Surgery Videos;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
4. On-the-fly point annotation for fast medical video labeling;International Journal of Computer Assisted Radiology and Surgery;2024-04-04
5. Adaptive undersampling and short clip-based two-stream CNN-LSTM model for surgical phase recognition on cholecystectomy videos;Biomedical Signal Processing and Control;2024-02
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3