대형 이미지 데이터셋 구축을 위한 이미지 이진화 기반데이터 증강 기법

키워드

참고문헌 (16)

1. Tang, H., "A survey on multimodal deep learning for image synthesis: Applications, methods, datasets, evaluation metrics, and results comparison", IEEE Access, 8, pp.919~145 (2020)[DOI]
2. Connor Shorten, "A survey on Image Data Augmentation for Deep Learning", Journal of Big Data, 6(1), pp.1~48 (2019), Springer Science and Business Media LLC[DOI]
3. Lin, T. -Y., "Focal loss for dense object detection", Proceedings of the IEEE international conference on computer vision, pp.2980~2988 (2018)
4. Zhong, Z., "Random erasing data augmentation", IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(2), pp.564~578 (2018)[DOI]
5. Gao, Y., "Augmenting supervised neural networks with unsupervised objectives for large-scale image classification", Proceedings of the IEEE International Conference on Computer Vision, pp.2624~2633 (2019)
6. Zhao, H., "augmentation for dataefficient GAN training", Proceedings of the IEEE, 2020, 6489~6498
7. Siddiquee, M. R., "AugmentGAN: Deep Learning Augmentation for Medical Image Segmentation", IEEE Access, 7, pp.113305~113314 (2019)
8. Connor Shorten, "A survey on Image Data Augmentation for Deep Learning", Journal of Big Data, 6(1), pp.1~48 (2019), Springer Science and Business Media LLC[DOI]
9. Niblack, W., "Adaptive thresholding using the integral image", Proceedings of the workshop on Document Analysis Systems, pp.21~28 (1994)
10. Nobuyuki Otsu, "A Threshold Selection Method from Gray-Level Histograms", IEEE Transactions on Systems, Man, and Cybernetics, 9(1), pp.62~66 (1979), Institute of Electrical and Electronics Engineers (IEEE)[DOI]
11. Deng, J., "ImageNet: A Large-Scale Hierarchical Image Database", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2009)
12. Z. Wang, "Image Quality Assessment: From Error Visibility to Structural Similarity", IEEE Transactions on Image Processing, 13(4), pp.600~612 (2004), Institute of Electrical and Electronics Engineers (IEEE)[DOI]
13. Wang, Z., "Multiscale structural similarity for image quality assessment", Proceedings of the Thirty-Seventh Asilomar Conference on Signals, Systems &Computers, 2, pp.1398~1402 (2003)
14. H.R. Sheikh, "Image information and visual quality", IEEE Transactions on Image Processing, 15(2), pp.430~444 (2006), Institute of Electrical and Electronics Engineers (IEEE)[DOI]
15. Jocher, Glenn, "YOLOv5: A Universal Object Detector Made for Production", arXiv preprint arXiv:2104.02123, ~ (2021)
16. He, Kaiming, "Deep Residual Learning for Image Recognition", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, pp.770~778 (2016)

관련 논문AI추천