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In this paper, we consider the problem to automatically reconstruct garment and body shapes from a single near-front view RGB image.
Zhu, H., Zuo, X., Wang, S., Cao, X., Yang, R.: Detailed human shape estimation from a single image by hierarchical mesh deformation. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 4491–4500 (2019)
2004
Earlier work this paper cites.
Anguelov, D., Srinivasan, P., Koller, D., Thrun, S., Rodgers, J., Davis, J.: Scape: shape completion and animation of people. In: ACM Transactions on Graphics (TOG). vol. 24, pp. 408–416. ACM (2005)
2005
Earlier work this paper cites.
Sorkine, O.: Laplacian mesh processing. In: Eurographics - State of the Art Reports. pp. 53–70 (2005)
2005
Earlier work this paper cites.
De Aguiar, E., Sigal, L., Treuille, A., Hodgins, J.K.: Stable spaces for real-time clothing. ACM Transactions on Graphics (TOG) 29
2010
Earlier work this paper cites.
Guan, P., Reiss, L., Hirshberg, D.A., Weiss, A., Black, M.J.: Drape: Dressing any person. ACM Transactions on Graphics (TOG) 31
2012
Earlier work this paper cites.
Cimpoi, M., Maji, S., Kokkinos, I., Mohamed, S., Vedaldi, A.: Describing textures in the wild. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 3606–3613 (2014)
2014
Earlier work this paper cites.
Loper, M., Mahmood, N., Black, M.J.: Mosh: Motion and shape capture from sparse markers. ACM Transactions on Graphics (TOG) 33
2014
Earlier work this paper cites.
Xu, W., Umentani, N., Chao, Q., Mao, J., Jin, X., Tong, X.: Sensitivity-optimized rigging for example-based real-time clothing synthesis. ACM Transactions on Graphics (TOG) 33
2014
Earlier work this paper cites.
Yang, Y., Yu, Y., Zhou, Y., Du, S., Davis, J., Yang, R.: Semantic parametric reshaping of human body models. In: International Conference on 3D Vision (3DV). vol. 2, pp. 41–48. IEEE (2014)
2014
Earlier work this paper cites.
Loper, M., Mahmood, N., Romero, J., Pons-Moll, G., Black, M.J.: Smpl: A skinned multi-person linear model. ACM Transactions on Graphics (TOG) 34
2015
Earlier work this paper cites.
Bogo, F., Kanazawa, A., Lassner, C., Gehler, P., Romero, J., Black, M.J.: Keep it smpl: Automatic estimation of 3d human pose and shape from a single image. In: European Conference on Computer Vision (ECCV). pp. 561–578. Springer (2016)
2016
Earlier work this paper cites.
He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 770–778 (2016)
2016
Earlier work this paper cites.
Kampouris, C., Zafeiriou, S., Ghosh, A., Malassiotis, S.: Fine-grained material classification using micro-geometry and reflectance. In: European Conference on Computer Vision (ECCV). pp. 778–792. Springer (2016)
2016
Earlier work this paper cites.
Daněřek, R., Dibra, E., Öztireli, C., Ziegler, R., Gross, M.: Deepgarment: 3d garment shape estimation from a single image. In: Computer Graphics Forum. vol. 36, pp. 269–280. Wiley Online Library (2017)
2017
Earlier work this paper cites.
Dibra, E., Jain, H., Oztireli, C., Ziegler, R., Gross, M.: Human shape from silhouettes using generative hks descriptors and cross-modal neural networks. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 4826–4836 (2017)
2017
Earlier work this paper cites.
Lassner, C., Romero, J., Kiefel, M., Bogo, F., Black, M.J., Gehler, P.V.: Unite the people: Closing the loop between 3d and 2d human representations. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 6050–6059 (2017)
2017
Earlier work this paper cites.
Pons-Moll, G., Pujades, S., Hu, S., Black, M.J.: Clothcap: Seamless 4d clothing capture and retargeting. ACM Transactions on Graphics (TOG) 36
2017
Earlier work this paper cites.
Qi, C.R., Su, H., Mo, K., Guibas, L.J.: Pointnet: Deep learning on point sets for 3d classification and segmentation. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 652–660 (2017)
2017
Earlier work this paper cites.
Varol, G., Romero, J., Martin, X., Mahmood, N., Black, M.J., Laptev, I., Schmid, C.: Learning from synthetic humans. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 109–117 (2017)
2017
Earlier work this paper cites.
Zhang, C., Pujades, S., Black, M.J., Pons-Moll, G.: Detailed, accurate, human shape estimation from clothed 3d scan sequences. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 4191–4200 (2017)
2017
Earlier work this paper cites.
Zhou, B., Lapedriza, A., Khosla, A., Oliva, A., Torralba, A.: Places: A 10 million image database for scene recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 40
2017
Cited alongside, same era.
Alldieck, T., Magnor, M., Xu, W., Theobalt, C., Pons-Moll, G.: Detailed human avatars from monocular video. In: International Conference on 3D Vision (3DV). pp. 98–109. IEEE (2018)
2018
Cited alongside, same era.
Alldieck, T., Magnor, M., Xu, W., Theobalt, C., Pons-Moll, G.: Video based reconstruction of 3d people models. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 8387–8397 (2018)
2018
Cited alongside, same era.
Gong, K., Liang, X., Li, Y., Chen, Y., Yang, M., Lin, L.: Instance-level human parsing via part grouping network. In: Proceedings of the European Conference on Computer Vision (ECCV). pp. 770–785 (2018)
2018
Cited alongside, same era.
Bouritsas, G., Bokhnyak, S., Ploumpis, S., Bronstein, M., Zafeiriou, S.: Neural 3d morphable models: Spiral convolutional networks for 3d shape representation learning and generation. In: Proceedings of the IEEE International Conference on Computer Vision. pp. 7213–7222 (2019)
2019
Later among the works it cites.
Flex, N.: 2019. http://https://developer.nvidia.com/flex/
2019
Later among the works it cites.
Gundogdu, E., Constantin, V., Seifoddini, A., Dang, M., Salzmann, M., Fua, P.: Garnet: A two-stream network for fast and accurate 3d cloth draping. In: IEEE International Conference on Computer Vision (ICCV). pp. 8739–8748 (2019)
2019
Later among the works it cites.
2019
Later among the works it cites.
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Jackson, A.S., Manafas, C., Tzimiropoulos, G.: 3d human body reconstruction from a single image via volumetric regression. In: European Conference on Computer Vision (ECCV). pp. 0–0 (2018)
2018
Cited alongside, same era.
Kanazawa, A., Black, M.J., Jacobs, D.W., Malik, J.: End-to-end recovery of human shape and pose. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 7122–7131 (2018)
2018
Cited alongside, same era.
Kato, H., Ushiku, Y., Harada, T.: Neural 3d mesh renderer. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 3907–3916 (2018)
2018
Cited alongside, same era.
Lahner, Z., Cremers, D., Tung, T.: Deepwrinkles: Accurate and realistic clothing modeling. In: Proceedings of the European Conference on Computer Vision (ECCV). pp. 667–684 (2018)
2018
Cited alongside, same era.
Omran, M., Lassner, C., Pons-Moll, G., Gehler, P., Schiele, B.: Neural body fitting: Unifying deep learning and model based human pose and shape estimation. In: International Conference on 3D Vision (3DV). pp. 484–494. IEEE (2018)
2018
Cited alongside, same era.
Pavlakos, G., Zhu, L., Zhou, X., Daniilidis, K.: Learning to estimate 3d human pose and shape from a single color image. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 459–468 (2018)
2018
Cited alongside, same era.
Varol, G., Ceylan, D., Russell, B., Yang, J., Yumer, E., Laptev, I., Schmid, C.: Bodynet: Volumetric inference of 3d human body shapes. In: European Conference on Computer Vision (ECCV). pp. 20–36 (2018)
2018
Cited alongside, same era.
Velickovic, P., Cucurull, G., Casanova, A., Romero, A., Liò, P., Bengio, Y.: Graph attention networks. In: International Conference on Learning Representations, ICLR (2018)
2018
Cited alongside, same era.
Kanazawa, A., Zhang, J.Y., Felsen, P., Malik, J.: Learning 3d human dynamics from video. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 5614–5623 (2019)
2019
Later among the works it cites.
Liang, J., Lin, M.C.: Shape-aware human pose and shape reconstruction using multi-view images. In: The IEEE International Conference on Computer Vision (ICCV) (2019)
2019
Later among the works it cites.
2019
Later among the works it cites.
Liu, L., Zheng, Y., Tang, D., Yuan, Y., Fan, C., Zhou, K.: Neuroskinning: automatic skin binding for production characters with deep graph networks. ACM Transactions on Graphics (TOG) 38
2019
Later among the works it cites.
Mixamo: 2019. https://www.mixamo.com/
2019
Later among the works it cites.
Mocap, C.: 2019. mocap.cs.cmu.edu
2019
Later among the works it cites.
Natsume, R., Saito, S., Huang, Z., Chen, W., Ma, C., Li, H., Morishima, S.: Siclope: Silhouette-based clothed people. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 4480–4490 (2019)
2019
Later among the works it cites.
Pavlakos, G., Choutas, V., Ghorbani, N., Bolkart, T., Osman, A.A., Tzionas, D., Black, M.J.: Expressive body capture: 3d hands, face, and body from a single image. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 10975–10985 (2019)
2019
Later among the works it cites.
Pumarola, A., Sanchez, J., Choi, G., Sanfeliu, A., Moreno-Noguer, F.: 3dpeople: Modeling the geometry of dressed humans. In: IEEE International Conference on Computer Vision (ICCV) (2019)
2019
Later among the works it cites.
Renderpeople: 2019. https://renderpeople.com/3d-people
2019
Later among the works it cites.
Saito, S., Huang, Z., Natsume, R., Morishima, S., Kanazawa, A., Li, H.: Pifu: Pixel-aligned implicit function for high-resolution clothed human digitization. In: IEEE International Conference on Computer Vision (ICCV) (2019)
2019
Later among the works it cites.
Santesteban, I., Otaduy, M.A., Casas, D.: Learning-based animation of clothing for virtual try-on. In: Computer Graphics Forum. vol. 38, pp. 355–366. Wiley Online Library (2019)
2019
Later among the works it cites.
2019
Later among the works it cites.
2019
Later among the works it cites.
Zheng, Z., Yu, T., Wei, Y., Dai, Q., Liu, Y.: Deephuman: 3d human reconstruction from a single image. In: IEEE International Conference on Computer Vision (ICCV) (2019)
2019
Later among the works it cites.