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In this paper, we propose a novel method called Residual Steps Network (RSN).
Lin, T., Maire, M., Belongie, S.J., Hays, J., Perona, P., Ramanan, D., Dollár, P., Zitnick., C.L.: Microsoft coco: common objects in context. In: ECCV. pp. 740–755 (June 2014)
2014
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Szegedy, C., Liu, W., Jia, Y., Sermanet, P., Reed, S., Anguelov, D., Erhan, D., Vanhoucke, V., Rabinovich, A.: Going deeper with convolutions. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2015)
2015
Earlier work this paper cites.
Newell, A., Yang, K., Deng., J.: Stacked hourglass networks for human pose estimation. In: The European Conference on Computer Vision (ECCV) (2016)
2016
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nsafutdinov, E., Pishchulin, L., Andres, B., Andriluka, M., Schiele, B.: Deepercut: A deeper, stronger, and faster multi-person pose estimation model. In: ECCV (2016)
2016
Earlier work this paper cites.
Pishchulin, L., Insafutdinov, E., Tang, S., Andres, B., Andriluka, M., Gehler, P.V., Schiele, B.: Deepcut: Joint subset partition and labeling for multi person pose estimation. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2016)
2016
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Cao, Z., Simon, T., Wei, S.E., Sheikh, Y.: Realtime multi-person 2d pose estimation using part affinity fields. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)
2017
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Chen, Y., Shen, C., Wei, X.S., Liu, L., Yang, J.: Adversarial posenet: A structure-aware convolutional network for human pose estimation. In: The IEEE International Conference on Computer Vision (ICCV) (Oct 2017)
2017
Earlier work this paper cites.
Chen, Y., Li, J., Xiao, H., Jin, X., Yan, S., Feng, J.: Dual path networks. In: Guyon, I., Luxburg, U.V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S., Garnett, R. (eds.) Advances in Neural Information Processing Systems 30, pp. 4467–4475. Curran Associates, Inc. (2017), http://papers.nips.cc/paper/7033-dual-path-networks.pdf
2017
Earlier work this paper cites.
Fang, H.S., Xie, S., Tai, Y.W., Lu, C.: Rmpe: Regional multi-person pose estimation. In: The IEEE International Conference on Computer Vision (ICCV) (Oct 2017)
2017
Earlier work this paper cites.
He, K., Gkioxari, G., Dollar, P., Girshick, R.: Mask r-cnn. In: The IEEE International Conference on Computer Vision (ICCV) (Oct 2017)
2017
Earlier work this paper cites.
Huang, G., Liu, Z., van der Maaten, L., Weinberger, K.Q.: Densely connected convolutional networks. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)
2017
Earlier work this paper cites.
Huang, S., Gong, M., Tao, D.: A coarse-fine network for keypoint localization. In: The IEEE International Conference on Computer Vision (ICCV) (Oct 2017)
2017
Earlier work this paper cites.
Newell, A., Huang, Z., Deng, J.: Associative embedding: End-to-end learning for joint detection and grouping. In: Advances in Neural Information Processing Systems 30. pp. 2277–2287 (2017)
2017
Cited alongside, same era.
Papandreou, G., Zhu, T., Kanazawa, N., Toshev, A., Tompson, J., Bregler, C., Murphy, K.: Towards accurate multi-person pose estimation in the wild. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)
2017
Cited alongside, same era.
Papandreou, G., Zhu, T., Kanazawa, N., Toshev, A., Tompson, J., Bregler, C., Murphy, K.: Towards accurate multi-person pose estimation in the wild. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)
2017
Cited alongside, same era.
Xia, F., Wang, P., Chen, X., Yuille, A.L.: Joint multi-person pose estimation and semantic part segmentation. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)
2017
Cited alongside, same era.
Tang, W., Yu, P., Wu, Y.: Deeply learned compositional models for human pose estimation. In: The European Conference on Computer Vision (ECCV) (September 2018)
2018
Later among the works it cites.
Woo, S., Park, J., Lee, J.Y., So Kweon, I.: Cbam: Convolutional block attention module. In: The European Conference on Computer Vision (ECCV) (September 2018)
2018
Later among the works it cites.
Xiao, B., Wu, H., Wei, Y.: Simple baselines for human pose estimation and tracking. In: The European Conference on Computer Vision (ECCV) (September 2018)
2018
Later among the works it cites.
Yu, C., Wang, J., Peng, C., Gao, C., Yu, G., Sang, N.: Learning a discriminative feature network for semantic segmentation. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2018)
2018
Later among the works it cites.
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Xie, S., Girshick, R., Dollar, P., Tu, Z., He, K.: Aggregated residual transformations for deep neural networks. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)
2017
Cited alongside, same era.
Yang, W., Li, S., Ouyang, W., Li, H., Wang, X.: Learning feature pyramids for human pose estimation. In: The IEEE International Conference on Computer Vision (ICCV) (Oct 2017)
2017
Cited alongside, same era.
Chen, Y., Wang, Z., Peng, Y., Zhang, Z., Yu, G., Sun, J.: Cascaded pyramid network for multi-person pose estimation. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2018)
2018
Cited alongside, same era.
Hu, J., Shen, L., Sun, G.: Squeeze-and-excitation networks. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2018)
2018
Cited alongside, same era.
Ke, L., Chang, M.C., Qi, H., Lyu, S.: Multi-scale structure-aware network for human pose estimation. In: The European Conference on Computer Vision (ECCV) (September 2018)
2018
Cited alongside, same era.
Kligvasser, I., Rott Shaham, T., Michaeli, T.: xunit: Learning a spatial activation function for efficient image restoration. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2018)
2018
Cited alongside, same era.
Kocabas, M., Karagoz, S., Akbas, E.: Multiposenet: Fast multi-person pose estimation using pose residual network. In: The European Conference on Computer Vision (ECCV) (September 2018)
2018
Cited alongside, same era.
Zhao, H., Zhang, Y., Liu, S., Shi, J., Change Loy, C., Lin, D., Jia, J.: Psanet: Point-wise spatial attention network for scene parsing. In: The European Conference on Computer Vision (ECCV) (September 2018)
2018
Later among the works it cites.
Fu, J., Liu, J., Tian, H., Li, Y., Bao, Y., Fang, Z., Lu, H.: Dual attention network for scene segmentation. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2019)
2019
Later among the works it cites.
2019
Later among the works it cites.
Su, K., Yu, D., Xu, Z., Geng, X., Wang, C.: Multi-person pose estimation with enhanced channel-wise and spatial information. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2019)
2019
Later among the works it cites.
Sun, K., Xiao, B., Liu, D., Wang, J.: Deep high-resolution representation learning for human pose estimation. In: CVPR (2019)
2019
Later among the works it cites.
Zhou, K., Yang, Y., Cavallaro, A., Xiang, T.: Omni-scale feature learning for person re-identification. In: ICCV (2019)
2019
Later among the works it cites.
Gao, S.H., Cheng, M.M., Zhao, K., Zhang, X.Y., Yang, M.H., Torr, P.: Res2net: A new multi-scale backbone architecture. In: IEEE TPAMI (2020)
2020
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