Depth Estimation for Colonoscopy Images with Self-supervised Learning from Videos
Author:
Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-87231-1_12
Reference23 articles.
1. Arnold, M., Sierra, M.S., Laversanne, M., Soerjomataram, I., Jemal, A., Bray, F.: Global patterns and trends in colorectal cancer incidence and mortality. Gut 66(4), 683–691 (2017). https://doi.org/10.1136/gutjnl-2015-310912
2. Freedman, D., Blau, Y., Katzir, L., Aides, A., Shimshoni, I., Veikherman, D., Golany, T., Gordon, A., Corrado, G., Matias, Y., Rivlin, E.: Detecting deficient coverage in colonoscopies. IEEE Trans. Med. Imag. 39(11), 3451–3462 (2020). https://doi.org/10.1109/TMI.2020.2994221
3. Hong, D., Tavanapong, W., Wong, J., Oh, J., de Groen, P.C.: 3D reconstruction of virtual colon structures from colonoscopy images. Comput. Med. Imag. Graph. 38(1), 22–33 (2014). https://doi.org/10.1016/j.compmedimag.2013.10.005
4. Isola, P., Zhu, J., Zhou, T., Efros, A.A.: Image-to-image translation with conditional adversarial networks. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 5967–5976 (2017). https://doi.org/10.1109/CVPR.2017.632
5. Itoh, H., et al.: Towards automated colonoscopy diagnosis: Binary polyp size estimation via unsupervised depth learning. In: Medical Image Computing and Computer Assisted (MICCAI 2018), pp. 611–619 (2018)
Cited by 13 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. SimCol3D — 3D reconstruction during colonoscopy challenge;Medical Image Analysis;2024-08
2. Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images;Computerized Medical Imaging and Graphics;2024-07
3. A deep learning-based image pre-processing pipeline for enhanced 3D colon surface reconstruction robust to endoscopic illumination artifacts;2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS);2024-06-26
4. Colonoscopy 3D video dataset with paired depth from 2D-3D registration;Medical Image Analysis;2023-12
5. LightDepth: Single-View Depth Self-Supervision from Illumination Decline;2023 IEEE/CVF International Conference on Computer Vision (ICCV);2023-10-01
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