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Reconstructing 3D humans from a single image has been extensively investigated.
Ronneberger, O., Fischer, P., Brox, T.: U-net: Convolutional networks for biomedical image segmentation. In: Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part III 18. pp. 234–241. Springer (2015)
2015
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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.
Kanazawa, A., Black, M.J., Jacobs, D.W., Malik, J.: End-to-end recovery of human shape and pose. In: Proceedings of the IEEE conference on computer vision and pattern recognition. pp. 7122–7131 (2018)
2018
Earlier work this paper cites.
RenderPeople: Renderpeople (2018), https://www.renderpeople.com
2018
Earlier work this paper cites.
Zhang, R., Isola, P., Efros, A.A., Shechtman, E., Wang, O.: The unreasonable effectiveness of deep features as a perceptual metric. In: Proceedings of the IEEE conference on computer vision and pattern recognition. pp. 586–595 (2018)
2018
Earlier work this paper cites.
Alldieck, T., Magnor, M., Bhatnagar, B.L., Theobalt, C., Pons-Moll, G.: Learning to reconstruct people in clothing from a single rgb camera. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 1175–1186 (2019)
2019
Earlier work this paper cites.
Bhatnagar, B.L., Tiwari, G., Theobalt, C., Pons-Moll, G.: Multi-garment net: Learning to dress 3d people from images. In: Proceedings of the IEEE/CVF international conference on computer vision. pp. 5420–5430 (2019)
2019
Earlier work this paper 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: Proceedings of the IEEE/CVF international conference on computer vision. pp. 2304–2314 (2019)
2019
Earlier work this paper cites.
Zheng, Z., Yu, T., Wei, Y., Dai, Q., Liu, Y.: Deephuman: 3d human reconstruction from a single image. In: Proceedings of the IEEE/CVF International Conference on Computer Vision. pp. 7739–7749 (2019)
2019
Earlier work this paper cites.
Zhu, H., Zuo, X., Wang, S., Cao, X., Yang, R.: Detailed human shape estimation from a single image by hierarchical mesh deformation. In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. pp. 4491–4500 (2019)
2019
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2020
Earlier work this paper cites.
Jiang, B., Zhang, J., Hong, Y., Luo, J., Liu, L., Bao, H.: Bcnet: Learning body and cloth shape from a single image. In: Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XX 16. pp. 18–35. Springer (2020)
2020
Earlier work this paper cites.
Ma, Q., Yang, J., Ranjan, A., Pujades, S., Pons-Moll, G., Tang, S., Black, M.J.: Learning to dress 3d people in generative clothing. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 6469–6478 (2020)
2020
Earlier work this paper cites.
Saito, S., Simon, T., Saragih, J., Joo, H.: Pifuhd: Multi-level pixel-aligned implicit function for high-resolution 3d human digitization. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 84–93 (2020)
2020
Earlier work this paper cites.
Caron, M., Touvron, H., Misra, I., Jégou, H., Mairal, J., Bojanowski, P., Joulin, A.: Emerging properties in self-supervised vision transformers. In: Proceedings of the IEEE/CVF international conference on computer vision. pp. 9650–9660 (2021)
2021
Earlier work this paper cites.
Feng, Y., Choutas, V., Bolkart, T., Tzionas, D., Black, M.J.: Collaborative regression of expressive bodies using moderation. In: 2021 International Conference on 3D Vision (3DV). pp. 792–804. IEEE (2021)
2021
Earlier work this paper cites.
He, T., Xu, Y., Saito, S., Soatto, S., Tung, T.: Arch++: Animation-ready clothed human reconstruction revisited. In: Proceedings of the IEEE/CVF international conference on computer vision. pp. 11046–11056 (2021)
2021
Earlier work this paper cites.
2021
Earlier work this paper cites.
Jafarian, Y., Park, H.S.: Learning high fidelity depths of dressed humans by watching social media dance videos. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 12753–12762 (2021)
2021
Earlier work this paper cites.
Kwon, Y., Kim, D., Ceylan, D., Fuchs, H.: Neural human performer: Learning generalizable radiance fields for human performance rendering. Advances in Neural Information Processing Systems 34
2021
Earlier work this paper cites.
Liu, W., Piao, Z., Tu, Z., Luo, W., Ma, L., Gao, S.: Liquid warping gan with attention: A unified framework for human image synthesis. IEEE Transactions on Pattern Analysis and Machine Intelligence 44
2021
Earlier work this paper cites.
Mildenhall, B., Srinivasan, P.P., Tancik, M., Barron, J.T., Ramamoorthi, R., Ng, R.: Nerf: Representing scenes as neural radiance fields for view synthesis. Communications of the ACM 65
2021
Earlier work this paper cites.
2021
Cited alongside, same era.
Yariv, L., Gu, J., Kasten, Y., Lipman, Y.: Volume rendering of neural implicit surfaces. Advances in Neural Information Processing Systems 34
2021
Cited alongside, same era.
Yu, T., Zheng, Z., Guo, K., Liu, P., Dai, Q., Liu, Y.: Function4d: Real-time human volumetric capture from very sparse consumer rgbd sensors. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR2021) (June 2021)
2021
Cited alongside, same era.
Zhang, H., Tian, Y., Zhou, X., Ouyang, W., Liu, Y., Wang, L., Sun, Z.: Pymaf: 3d human pose and shape regression with pyramidal mesh alignment feedback loop. In: Proceedings of the IEEE/CVF International Conference on Computer Vision. pp. 11446–11456 (2021)
2021
Cited alongside, same era.
2023
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2023
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Liu, R., Wu, R., Van Hoorick, B., Tokmakov, P., Zakharov, S., Vondrick, C.: Zero-1-to-3: Zero-shot one image to 3d object. In: Proceedings of the IEEE/CVF International Conference on Computer Vision. pp. 9298–9309 (2023)
2023
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2023
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Zheng, Z., Yu, T., Liu, Y., Dai, Q.: Pamir: Parametric model-conditioned implicit representation for image-based human reconstruction. IEEE transactions on pattern analysis and machine intelligence 44
2021
Cited alongside, same era.
Cai, Z., Ren, D., Zeng, A., Lin, Z., Yu, T., Wang, W., Fan, X., Gao, Y., Yu, Y., Pan, L., et al.: Humman: Multi-modal 4d human dataset for versatile sensing and modeling. In: European Conference on Computer Vision. pp. 557–577. Springer (2022)
2022
Cited alongside, same era.
Chan, E.R., Lin, C.Z., Chan, M.A., Nagano, K., Pan, B., De Mello, S., Gallo, O., Guibas, L.J., Tremblay, J., Khamis, S., et al.: Efficient geometry-aware 3d generative adversarial networks. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 16123–16133 (2022)
2022
Cited alongside, same era.
2022
Cited alongside, same era.
Gao, X., Yang, J., Kim, J., Peng, S., Liu, Z., Tong, X.: Mps-nerf: Generalizable 3d human rendering from multiview images. IEEE Transactions on Pattern Analysis and Machine Intelligence (2022)
2022
Cited alongside, same era.
Li, Z., Liu, J., Zhang, Z., Xu, S., Yan, Y.: Cliff: Carrying location information in full frames into human pose and shape estimation. In: European Conference on Computer Vision. pp. 590–606. Springer (2022)
2022
Cited alongside, same era.
2022
Cited alongside, same era.
Weng, C.Y., Curless, B., Srinivasan, P.P., Barron, J.T., Kemelmacher-Shlizerman, I.: Humannerf: Free-viewpoint rendering of moving people from monocular video. In: Proceedings of the IEEE/CVF conference on computer vision and pattern Recognition. pp. 16210–16220 (2022)
2022
Cited alongside, same era.
Loper, M., Mahmood, N., Romero, J., Pons-Moll, G., Black, M.J.: Smpl: A skinned multi-person linear model. In: Seminal Graphics Papers: Pushing the Boundaries, Volume 2, pp. 851–866 (2023)
2023
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Peebles, W., Xie, S.: Scalable diffusion models with transformers. In: Proceedings of the IEEE/CVF International Conference on Computer Vision. pp. 4195–4205 (2023)
2023
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2023
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2023
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Shen, K., Guo, C., Kaufmann, M., Zarate, J., Valentin, J., Song, J., Hilliges, O.: X-avatar: Expressive human avatars. Computer Vision and Pattern Recognition (CVPR) (2023)
2023
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Shi, R., Chen, H., Zhang, Z., Liu, M., Xu, C., Wei, X., Chen, L., Zeng, C., Su, H.: Zero123++: a single image to consistent multi-view diffusion base model (2023)
2023
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2023
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Wang, J., Yoon, J.S., Wang, T.Y., Singh, K.K., Neumann, U.: Complete 3d human reconstruction from a single incomplete image. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 8748–8758 (2023)
2023
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2023
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2023
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Xiu, Y., Yang, J., Cao, X., Tzionas, D., Black, M.J.: Econ: Explicit clothed humans optimized via normal integration. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 512–523 (2023)
2023
Later among the works it cites.
Yang, X., Luo, Y., Xiu, Y., Wang, W., Xu, H., Fan, Z.: D-if: Uncertainty-aware human digitization via implicit distribution field. In: Proceedings of the IEEE/CVF International Conference on Computer Vision. pp. 9122–9132 (2023)
2023
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2023
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Yu, X., Xu, M., Zhang, Y., Liu, H., Ye, C., Wu, Y., Yan, Z., Zhu, C., Xiong, Z., Liang, T., et al.: Mvimgnet: A large-scale dataset of multi-view images. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 9150–9161 (2023)
2023
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Zhang, L.: Reference-only control. https://github.com/Mikubill/sd-webui-controlnet/discussions/1236 (2023)
2023
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2023
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Zhang, Z., Sun, L., Yang, Z., Chen, L., Yang, Y.: Global-correlated 3d-decoupling transformer for clothed avatar reconstruction. Advances in Neural Information Processing Systems 36
2024
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