This dataset was used and described in detail in the following publication. The Effects of Different Levels of Realism on the Training of CNNs with only Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom. Heredia-Perez, S. A.; Marinho, M. M.; Harada, K.; and Mitsuishi, M. International Journal of Computer Assisted Radiology and Surgery (IJCARS). 2020. https://doi.org/10.1007/s11548-020-02185-0

DOI Link: 
10.21227/xmc2-1v59
Links: 
Compatible code at Github
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Dataset Files

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[1] Saul Alexis Heredia Perez, Murilo Marques Marinho, Kanako Harada, Mamoru Mitsuishi, "Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/xmc2-1v59. Accessed: Oct. 05, 2024.
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doi = {10.21227/xmc2-1v59},
url = {http://dx.doi.org/10.21227/xmc2-1v59},
author = {Saul Alexis Heredia Perez; Murilo Marques Marinho; Kanako Harada; Mamoru Mitsuishi },
publisher = {IEEE Dataport},
title = {Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom},
year = {2020} }
TY - DATA
T1 - Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom
AU - Saul Alexis Heredia Perez; Murilo Marques Marinho; Kanako Harada; Mamoru Mitsuishi
PY - 2020
PB - IEEE Dataport
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Saul Alexis Heredia Perez, Murilo Marques Marinho, Kanako Harada, Mamoru Mitsuishi. (2020). Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom. IEEE Dataport. http://dx.doi.org/10.21227/xmc2-1v59
Saul Alexis Heredia Perez, Murilo Marques Marinho, Kanako Harada, Mamoru Mitsuishi, 2020. Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom. Available at: http://dx.doi.org/10.21227/xmc2-1v59.
Saul Alexis Heredia Perez, Murilo Marques Marinho, Kanako Harada, Mamoru Mitsuishi. (2020). "Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom." Web.
1. Saul Alexis Heredia Perez, Murilo Marques Marinho, Kanako Harada, Mamoru Mitsuishi. Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/xmc2-1v59
Saul Alexis Heredia Perez, Murilo Marques Marinho, Kanako Harada, Mamoru Mitsuishi. "Synthetic Images for the Semantic Segmentation of Robotic Instruments in a Head Phantom." doi: 10.21227/xmc2-1v59