ML Anthology

AIM 2020 Challenge on Image Extreme Inpainting

Evangelos Ntavelis, Andrés Romero, Siavash Bigdeli, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Chajin Shin, Taeoh Kim, Hanbin Son, Sangyoun Lee, Chao Li, Fu Li, Dongliang He, Shilei Wen, Errui Ding, Mengmeng Bai, Shuchen Li, Yu Zeng, Zhe Lin, Jimei Yang, Jianming Zhang, Eli Shechtman, Huchuan Lu, Weijian Zeng, Haopeng Ni, Yiyang Cai, Chenghua Li, Dejia Xu, Haoning Wu, Yu Han, S. M. Nadim Uddin, Hae Woong Jang, Soikat Hasan Ahmed, Jungmin Yoon, Yong Ju Jung, Chu-Tak Li, Zhi-Song Liu, Li-Wen Wang, Wan-Chi Siu, Daniel Pak-Kong Lun, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Pratik Narang, Murari Mandal, Pranjal Singh Chauhan
ECCVW 2020 pp. 716-741
doi:10.1007/978-3-030-67070-2_43 /eccvw/2020/ntavelis2020eccvw-aim/

Abstract

This paper reviews the AIM 2020 challenge on extreme image inpainting. This report focuses on proposed solutions and results for two different tracks on extreme image inpainting: classical image inpainting and semantically guided image inpainting. The goal of track 1 is to inpaint considerably large part of the image using no supervision but the context. Similarly, the goal of track 2 is to inpaint the image by having access to the entire semantic segmentation map of the image to inpaint. The challenge had 88 and 74 participants, respectively. 11 and 6 teams competed in the final phase of the challenge, respectively. This report gauges current solutions and set a benchmark for future extreme image inpainting methods.

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Cite

Text

Ntavelis et al. "AIM 2020 Challenge on Image Extreme Inpainting." European Conference on Computer Vision Workshops, 2020. doi:10.1007/978-3-030-67070-2_43

Markdown

[Ntavelis et al. "AIM 2020 Challenge on Image Extreme Inpainting." European Conference on Computer Vision Workshops, 2020.](https://mlanthology.org/eccvw/2020/ntavelis2020eccvw-aim/) doi:10.1007/978-3-030-67070-2_43

BibTeX

@inproceedings{ntavelis2020eccvw-aim,
  title     = {{AIM 2020 Challenge on Image Extreme Inpainting}},
  author    = {Ntavelis, Evangelos and Romero, Andrés and Bigdeli, Siavash and Timofte, Radu and Hui, Zheng and Wang, Xiumei and Gao, Xinbo and Shin, Chajin and Kim, Taeoh and Son, Hanbin and Lee, Sangyoun and Li, Chao and Li, Fu and He, Dongliang and Wen, Shilei and Ding, Errui and Bai, Mengmeng and Li, Shuchen and Zeng, Yu and Lin, Zhe and Yang, Jimei and Zhang, Jianming and Shechtman, Eli and Lu, Huchuan and Zeng, Weijian and Ni, Haopeng and Cai, Yiyang and Li, Chenghua and Xu, Dejia and Wu, Haoning and Han, Yu and Uddin, S. M. Nadim and Jang, Hae Woong and Ahmed, Soikat Hasan and Yoon, Jungmin and Jung, Yong Ju and Li, Chu-Tak and Liu, Zhi-Song and Wang, Li-Wen and Siu, Wan-Chi and Lun, Daniel Pak-Kong and Suin, Maitreya and Purohit, Kuldeep and Rajagopalan, A. N. and Narang, Pratik and Mandal, Murari and Chauhan, Pranjal Singh},
  booktitle = {European Conference on Computer Vision Workshops},
  year      = {2020},
  pages     = {716-741},
  doi       = {10.1007/978-3-030-67070-2_43},
  url       = {https://mlanthology.org/eccvw/2020/ntavelis2020eccvw-aim/}
}