Efficient Adversarial Attacks for Visual Object Tracking

Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: Imagenet: A large-scale hierarchical image database. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 248–255. Ieee (2009)

2009

Earlier work this paper cites.

Szegedy, C., Zaremba, W., Sutskever, I., Bruna, J., Erhan, D., Goodfellow, I., Fergus, R.: Intriguing properties of neural networks. arXiv preprint arXiv:1312.6199 (2013)

Original

2013

Earlier work this paper cites.

Wu, Y., Lim, J., Yang, M.H.: Online object tracking: A benchmark. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 2411–2418 (2013)

2013

Earlier work this paper cites.

Goodfellow, I.J., Shlens, J., Szegedy, C.: Explaining and harnessing adversarial examples. arXiv preprint arXiv:1412.6572 (2014)

Original

2014

Earlier work this paper cites.

Lee, K.H., Hwang, J.N.: On-road pedestrian tracking across multiple driving recorders. IEEE Transactions on Multimedia 17

2015

Earlier work this paper cites.

Mathieu, M., Couprie, C., LeCun, Y.: Deep multi-scale video prediction beyond mean square error. arXiv preprint arXiv:1511.05440 (2015)

Original

2015

Earlier work this paper cites.

Ren, S., He, K., Girshick, R., Sun, J.: Faster r-cnn: Towards real-time object detection with region proposal networks. In: Advances in neural information processing systems. pp. 91–99 (2015)

2015

Earlier work this paper cites.

Russakovsky, O., Deng, J., Su, H., Krause, J., Satheesh, S., Ma, S., Huang, Z., Karpathy, A., Khosla, A., Bernstein, M., et al.: Imagenet large scale visual recognition challenge. International journal of computer vision 115

2015

Earlier work this paper cites.

Wu, Y., Lim, J., Yang, M.H.: Object tracking benchmark. IEEE Transactions on Pattern Analysis and Machine Intelligence 37

2015

Earlier work this paper cites.

Bertinetto, L., Valmadre, J., Henriques, J.F., Vedaldi, A., Torr, P.H.: Fully-convolutional siamese networks for object tracking. In: European Conference on Computer Vision (ECCV). pp. 850–865. Springer (2016)

2016

Earlier work this paper cites.

Danelljan, M., Robinson, A., Khan, F.S., Felsberg, M.: Beyond correlation filters: Learning continuous convolution operators for visual tracking. In: European Conference on Computer Vision (ECCV). pp. 472–488. Springer (2016)

2016

Earlier work this paper cites.

Johnson, J., Alahi, A., Fei-Fei, L.: Perceptual losses for real-time style transfer and super-resolution. In: European Conference on Computer Vision (ECCV). pp. 694–711. Springer (2016)

2016

Earlier work this paper cites.

Kurakin, A., Goodfellow, I., Bengio, S.: Adversarial examples in the physical world. arXiv preprint arXiv:1607.02533 (2016)

Original

2016

Earlier work this paper cites.

Carlini, N., Wagner, D.: Towards evaluating the robustness of neural networks. In: 2017 ieee symposium on security and privacy (sp). pp. 39–57. IEEE (2017)

2017

Cited alongside, same era.

Fischer, V., Kumar, M.C., Metzen, J.H., Brox, T.: Adversarial examples for semantic image segmentation. arXiv preprint arXiv:1703.01101 (2017)

Original

2017

Cited alongside, same era.

Isola, P., Zhu, J.Y., Zhou, T., Efros, A.A.: Image-to-image translation with conditional adversarial networks. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 1125–1134 (2017)

2017

Cited alongside, same era.

Kristan, M., Leonardis, A., Matas, J., Felsberg, M., Pflugfelder, R., Cehovin Zajc, L., Vojir, T., Hager, G., Lukezic, A., Eldesokey, A., et al.: The visual object tracking vot2017 challenge results. In: Proceedings of the IEEE International Conference on Computer Vision Workshops. pp. 1949–1972 (2017)

2017

Cited alongside, same era.

He, A., Luo, C., Tian, X., Zeng, W.: A twofold siamese network for real-time object tracking. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 4834–4843 (2018)

2018

Later among the works it cites.

Li, B., Yan, J., Wu, W., Zhu, Z., Hu, X.: High performance visual tracking with siamese region proposal network. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 8971–8980 (2018)

2018

Later among the works it cites.

Poursaeed, O., Katsman, I., Gao, B., Belongie, S.: Generative adversarial perturbations. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 4422–4431 (2018)

2018

Later among the works it cites.

Song, Y., Ma, C., Wu, X., Gong, L., Bao, L., Zuo, W., Shen, C., Lau, R.W., Yang, M.H.: Vital: Visual tracking via adversarial learning. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 8990–8999 (2018)

2018