Acknowledgement
이 논문은 한국연구재단 기초연구과제에 의하여 연구되었음(No. NRF-2017R1D1A1B04035633).
References
- B. Zhou, A. Khosla, L. A., A. Oliva, and A. Torralba, "Learning deep features for discriminative localization," Computer Vision and Pattern Recognition, pp.2921-2929, 2016.
- X. Zhang, Y. Wei, J. Feng, Y. Yang, and T. Huang, "Adversarial complementary learning for weakly supervised object localization," in IEEE Computer Vision and Pattern Recognition, pp.1325-1334, 2018.
- K. K. Singh and Y. J. Lee, "Hide-and-seek: Forcing a network to be meticulous for weakly-supervised object and action localization," arXiv preprint arXiv:1704.04232, 2017.
- S. Yun, D. Han, S. J. Oh, S. Chun, J. Choe, and Y. Yoo, "Cutmix: Regularization strategy to train strong classifiers with localizable features," in International Conference on Computer Vision, pp.6022-6031, 2019.
- X. Zhang, Y. Wei, Y. Yang and F. Wu. Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps. Computer Vision and Pattern Recognition preprint, 2020.
- J. Uijlings, K. van de Sande, T. Gevers, and A. Smeulders, "Selective search for object recognition," International Computer of Computer Vision, Vol.104, pp.154-171, 2013. https://doi.org/10.1007/s11263-013-0620-5
- L. Bazzani, A. Bergamo, D. Anguelov, and L. Torresani, "Self-taught object localization with deep networks," 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), IEEE, 2016.
- A. J. Bency, H. Kwon, H. Lee, S. Karthikeyan, and B. Manjunath, "Weakly supervised localization using deep feature maps," European Conference on Computer Vision, pp.714-731, Springer, 2016.
- D. Li, J. B. Huang, Y. Li, S. Wang, and M. H. Yang, "Weakly supervised object localization with progressive domain adaption," In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016.
- P. Felzenszwalb and D. Huttenlocher, "Efficient graph-based image segmentation," International Journal of Computer Vision, Vol.59, No.2, Sep. 2004.
- J. Redmon, S. Divvala, R. Girshick, and A. Farhadi, "You only look once: Unified, real-time object detection," In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016.
- S. Ren, K. He, R. Girshick, and J. Sun, "Faster r-cnn: Towards real-time object detection with region proposal networks," Advances in Neural Information Processing Systems, Vol.39, pp.1137-1149, 2015.
- A. Kolesnikov and C. H. Lampert, "Seed, expand and constrain: Three principles for weakly-supervised image segmentation," In European Conference on Computer Vision, pp.695-711, 2016.
- J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei, "Imagenet: A large-scale hierarchical image database," Conference on Computer Vision and Pattern Recognition, pp.248-255, 2009.
- K. He, X. Zhang, S. Ren, and J. Sun, "Deep residual learning for image recognition," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016.