Deep Learning Based End-to-End Specular Reflection Removal for Medical Endoscopic Images

Author:

Shih Chi-Sheng1ORCID,Liao Yu-Cheng2ORCID,Tan Ching-Ting3ORCID

Affiliation:

1. Graduate Institute of Networking and Multimedia, Department of Computer Science and Information Engineering, High Performance and Scientific, Computing Center, National Taiwan University, Taipei, Taiwan

2. Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan

3. Department of Otolaryngology, National Taiwan University Hospital, Taipei, Taiwan

Funder

National Science and Technology Council, Taiwan

Publisher

ACM

Reference27 articles.

1. Blind inpainting using the fully convolutional neural network

2. Ya-Liang Chang , Zhe Yu Liu , Kuan-Ying Lee , and Winston Hsu . 2019 . Free-form video inpainting with 3d gated convolution and temporal patchgan . In Proceedings of the IEEE/CVF International Conference on Computer Vision. 9066--9075 . Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, and Winston Hsu. 2019. Free-form video inpainting with 3d gated convolution and temporal patchgan. In Proceedings of the IEEE/CVF International Conference on Computer Vision. 9066--9075.

3. Region Filling and Object Removal by Exemplar-Based Image Inpainting

4. Glòria Fernández-Esparrach , Jorge Bernal , Maria López-Cerón , Henry Córdova , Cristina Sánchez-Montes , Cristina Rodríguez De Miguel, and Francisco Javier Sánchez . 2016 . Exploring the clinical potential of an automatic colonic polyp detection method based on the creation of energy maps. (2016), 837--842 pages. Glòria Fernández-Esparrach, Jorge Bernal, Maria López-Cerón, Henry Córdova, Cristina Sánchez-Montes, Cristina Rodríguez De Miguel, and Francisco Javier Sánchez. 2016. Exploring the clinical potential of an automatic colonic polyp detection method based on the creation of energy maps. (2016), 837--842 pages.

5. Isabel Funke , Sebastian Bodenstedt , Carina Riediger , Jürgen Weitz , and Stefanie Speidel . 2018. Generative adversarial networks for specular highlight removal in endoscopic images . In Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling , Vol. 10576 . SPIE , 8--16. Isabel Funke, Sebastian Bodenstedt, Carina Riediger, Jürgen Weitz, and Stefanie Speidel. 2018. Generative adversarial networks for specular highlight removal in endoscopic images. In Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling, Vol. 10576. SPIE, 8--16.

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