{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T17:14:47Z","timestamp":1773249287154,"version":"3.50.1"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T00:00:00Z","timestamp":1733702400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T00:00:00Z","timestamp":1733702400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["Grant 62172022 and Grant U21B2038"],"award-info":[{"award-number":["Grant 62172022 and Grant U21B2038"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["Grant 62172022 and Grant U21B2038"],"award-info":[{"award-number":["Grant 62172022 and Grant U21B2038"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["Grant 62172022 and Grant U21B2038"],"award-info":[{"award-number":["Grant 62172022 and Grant U21B2038"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["Grant 62172022 and Grant U21B2038"],"award-info":[{"award-number":["Grant 62172022 and Grant U21B2038"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["Grant 62172022 and Grant U21B2038"],"award-info":[{"award-number":["Grant 62172022 and Grant U21B2038"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["Grant 62172022 and Grant U21B2038"],"award-info":[{"award-number":["Grant 62172022 and Grant U21B2038"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["Grant 2021ZD0111902"],"award-info":[{"award-number":["Grant 2021ZD0111902"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["Grant 2021ZD0111902"],"award-info":[{"award-number":["Grant 2021ZD0111902"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["Grant 2021ZD0111902"],"award-info":[{"award-number":["Grant 2021ZD0111902"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["Grant 2021ZD0111902"],"award-info":[{"award-number":["Grant 2021ZD0111902"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["Grant 2021ZD0111902"],"award-info":[{"award-number":["Grant 2021ZD0111902"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["Grant 2021ZD0111902"],"award-info":[{"award-number":["Grant 2021ZD0111902"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2025,2]]},"DOI":"10.1007\/s00530-024-01569-5","type":"journal-article","created":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T10:13:19Z","timestamp":1733739199000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["3d human pose estimation based on conditional dual-branch diffusion"],"prefix":"10.1007","volume":"31","author":[{"given":"Jinghua","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhuowei","family":"Bai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dehui","family":"Kong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongpan","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qianxing","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Baocai","family":"Yin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,12,9]]},"reference":[{"key":"1569_CR1","doi-asserted-by":"crossref","unstructured":"Cai, Jialun, Liu, Hong, Ding, Runwei, Li, Wenhao, Wu, Jianbing, Ban, Miaoju: Htnet: Human topology aware network for 3d human pose estimation. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1\u20135 (2023)","DOI":"10.1109\/ICASSP49357.2023.10095949"},{"key":"1569_CR2","doi-asserted-by":"crossref","unstructured":"Cai, Yujun, Ge, Liuhao, Liu, Jun, Cai, Jianfei, Cham, Tat-Jen, Yuan, Junsong, Thalmann, Nadia\u00a0Magnenat: Exploiting spatial-temporal relationships for 3d pose estimation via graph convolutional networks. In Proceedings of the IEEE\/CVF International Conference on Computer Vision (ICCV). 2272\u20132281 (2019)","DOI":"10.1109\/ICCV.2019.00236"},{"key":"1569_CR3","doi-asserted-by":"crossref","unstructured":"Chen, Yilun, Wang, Zhicheng, Peng, Yuxiang, Zhang, Zhiqiang, Yu, Gang, Sun, Jian: Cascaded pyramid network for multi-person pose estimation. In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR). 7103\u20137112 (2018)","DOI":"10.1109\/CVPR.2018.00742"},{"key":"1569_CR4","doi-asserted-by":"crossref","unstructured":"Choi, Jeongjun, Shim, Dongseok, Kim, H\u00a0Jin: Diffupose: Monocular 3d human pose estimation via denoising diffusion probabilistic model. In IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS). 3773\u20133780 (2023)","DOI":"10.1109\/IROS55552.2023.10342204"},{"key":"1569_CR5","doi-asserted-by":"crossref","unstructured":"Ci, Hai, Wang, Chunyu, Ma, Xiaoxuan, Wang Yizhou: Optimizing network structure for 3d human pose estimation. In Proceedings of the IEEE\/CVF International Conference on Computer Vision (ICCV). 2262\u20132271 (2019)","DOI":"10.1109\/ICCV.2019.00235"},{"issue":"2021","key":"1569_CR6","first-page":"8780","volume":"34","author":"Prafulla Dhariwal","year":"2021","unstructured":"Dhariwal, Prafulla, Nichol, Alexander: Diffusion models beat gans on image synthesis. Advances in neural information processing systems (NeurIPS) 34(2021), 8780\u20138794 (2021)","journal-title":"Advances in neural information processing systems (NeurIPS)"},{"key":"1569_CR7","doi-asserted-by":"crossref","unstructured":"Fan, Zhipeng, Liu, Jun, Wang, Yao: Adaptive computationally efficient network for monocular 3d hand pose estimation. In Proceedings of the European conference on computer vision (ECCV). 127\u2013144 (2020)","DOI":"10.1007\/978-3-030-58548-8_8"},{"key":"1569_CR8","doi-asserted-by":"crossref","unstructured":"Fan, Zhipeng, Liu, Jun, Wang, Yao: Motion adaptive pose estimation from compressed videos. In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR). 11719\u201311728 (2021)","DOI":"10.1109\/ICCV48922.2021.01151"},{"key":"1569_CR9","doi-asserted-by":"crossref","unstructured":"Foo, Lin\u00a0Geng, Gong, Jia, Fan, Zhipeng, Liu, Jun: System-status-aware adaptive network for online streaming video understanding. In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR). 10514\u201310523 (2023)","DOI":"10.1109\/CVPR52729.2023.01013"},{"key":"1569_CR10","doi-asserted-by":"crossref","unstructured":"Gong, Jia, Foo, Lin\u00a0Geng, Fan, Zhipeng, Ke, Qiuhong, Rahmani, Hossein, Liu, Jun: Diffpose: Toward more reliable 3d pose estimation. In Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 13041\u201313051 (2023)","DOI":"10.1109\/CVPR52729.2023.01253"},{"issue":"2020","key":"1569_CR11","first-page":"6840","volume":"33","author":"Jonathan Ho","year":"2020","unstructured":"Ho, Jonathan, Jain, Ajay, Abbeel, Pieter: Denoising diffusion probabilistic models. Advances in neural information processing systems (NeurIPS) 33(2020), 6840\u20136851 (2020)","journal-title":"Advances in neural information processing systems (NeurIPS)"},{"key":"1569_CR12","doi-asserted-by":"crossref","unstructured":"Holmquist, Karl, Wandt, Bastian: Diffpose: Multi-hypothesis human pose estimation using diffusion models. In Proceedings of the IEEE\/CVF International Conference on Computer Vision (ICCV). 15977\u201315987 (2023)","DOI":"10.1109\/ICCV51070.2023.01464"},{"issue":"7","key":"1569_CR13","doi-asserted-by":"publisher","first-page":"1325","DOI":"10.1109\/TPAMI.2013.248","volume":"36","author":"Catalin Ionescu","year":"2013","unstructured":"Ionescu, Catalin, Papava, Dragos, Olaru, Vlad, Sminchisescu, Cristian: Human3. 6m: Large scale datasets and predictive methods for 3d human sensing in natural environments. IEEE transactions on pattern analysis and machine intelligence (TPAMI) 36(7), 1325\u20131339 (2013)","journal-title":"IEEE transactions on pattern analysis and machine intelligence (TPAMI)"},{"key":"1569_CR14","unstructured":"Kang, Hongbo, Wang, Yong, Liu, Mengyuan, Wu, Doudou, Liu, Peng, Yang, Wenming: Double-chain constraints for 3d human pose estimation in images and videos. arXiv preprint arXiv:2308.05298 (2023) (2023)"},{"key":"1569_CR15","unstructured":"Kipf, Thomas\u00a0N., Welling, Max: Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907 (2016) (2016)"},{"issue":"2022","key":"1569_CR16","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1016\/j.neucom.2022.01.029","volume":"479","author":"Haoying Li","year":"2022","unstructured":"Li, Haoying, Yang, Yifan, Chang, Meng, Chen, Shiqi, Feng, Huajun, Zhihai, Xu., Li, Qi., Chen, Yueting: Srdiff: Single image super-resolution with diffusion probabilistic models. Neurocomputing 479(2022), 47\u201359 (2022)","journal-title":"Neurocomputing"},{"key":"1569_CR17","doi-asserted-by":"crossref","unstructured":"Li, Wenhao, Liu, Hong, Tang, Hao, Wang, Pichao, Van\u00a0Gool, Luc: Mhformer: Multi-hypothesis transformer for 3d human pose estimation. In Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 13147\u201313156 (2022a)","DOI":"10.1109\/CVPR52688.2022.01280"},{"key":"1569_CR18","doi-asserted-by":"crossref","unstructured":"Liu, Kenkun, Ding, Rongqi, Zou, Zhiming, Wang, Le, Tang, Wei: A comprehensive study of weight sharing in graph networks for 3d human pose estimation. In Proceedings of the European conference on computer vision (ECCV). 318\u2013334 (2020)","DOI":"10.1007\/978-3-030-58607-2_19"},{"key":"1569_CR19","doi-asserted-by":"crossref","unstructured":"Mehta, Dushyant, Rhodin, Helge, Casas, Dan, Fua, Pascal, Sotnychenko, Oleksandr, Xu, Weipeng, Theobalt, Christian: Monocular 3d human pose estimation in the wild using improved cnn supervision. In International conference on 3D vision (3DV). 506\u2013516 (2017)","DOI":"10.1109\/3DV.2017.00064"},{"key":"1569_CR20","unstructured":"Radford, Alec, Kim, Jong\u00a0Wook, Hallacy, Chris, Ramesh, Aditya, Goh, Gabriel, Agarwal, Sandhini, Sastry, Girish, Askell, Amanda, Mishkin, Pamela, Clark, Jack, et\u00a0al.: Learning transferable visual models from natural language supervision. In International conference on machine learning (ICML). 8748\u20138763 (2021)"},{"key":"1569_CR21","doi-asserted-by":"crossref","unstructured":"Rombach, Robin, Blattmann, Andreas, Lorenz, Dominik, Esser, Patrick, Ommer, Bj\u00f6rn: High-resolution image synthesis with latent diffusion models. In Proceedings of the IEEE\/CVF conference on computer vision and pattern recognition (CVPR). 10684\u201310695 (2022)","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"1569_CR22","doi-asserted-by":"crossref","unstructured":"Ronneberger, Olaf, Fischer, Philipp, Brox, Thomas: U-net: Convolutional networks for biomedical image segmentation. In Medical image computing and computer-assisted intervention (MICCAI). 234\u2013241 (2015)","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"1569_CR23","doi-asserted-by":"crossref","unstructured":"Saadatnejad, Saeed, Rasekh, Ali, Mofayezi, Mohammadreza, Medghalchi, Yasamin, Rajabzadeh, Sara, Mordan, Taylor, Alahi, Alexandre: A generic diffusion-based approach for 3d human pose prediction in the wild. In IEEE International Conference on Robotics and Automation (ICRA). 8246\u20138253 (2023)","DOI":"10.1109\/ICRA48891.2023.10160399"},{"key":"1569_CR24","doi-asserted-by":"crossref","unstructured":"Shan, Wenkang, Liu, Zhenhua, Zhang, Xinfeng, Wang, Zhao, Han, Kai, Wang, Shanshe, Ma, Siwei, Gao, Wen: Diffusion-based 3d human pose estimation with multi-hypothesis aggregation. In Proceedings of the IEEE\/CVF International Conference on Computer Vision (ICCV). 14761\u201314771 (2023)","DOI":"10.1109\/ICCV51070.2023.01356"},{"key":"1569_CR25","doi-asserted-by":"crossref","unstructured":"Sridhar, Srinath, Feit, Anna\u00a0Maria, Theobalt, Christian, Oulasvirta, Antti: Investigating the dexterity of multi-finger input for mid-air text entry. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI). 3643\u20133652 (2015)","DOI":"10.1145\/2702123.2702136"},{"key":"1569_CR26","unstructured":"Vaswani, Ashish, Shazeer, Noam, Parmar, Niki, Uszkoreit, Jakob, Jones, Llion, Gomez, Aidan\u00a0N, Kaiser, \u0141ukasz, Polosukhin, Illia: Attention is all you need. Advances in neural information processing systems (NeurIPS) 30 (2017) (2017)"},{"key":"1569_CR27","doi-asserted-by":"crossref","unstructured":"Wang, Ti, Liu, Hong, Ding, Runwei, Li, Wenhao, You, Yingxuan, Li, Xia: Interweaved graph and attention network for 3D human pose estimation. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1\u20135 (2023)","DOI":"10.1109\/ICASSP49357.2023.10097259"},{"key":"1569_CR28","doi-asserted-by":"crossref","unstructured":"Xu, Tianhan, Takano, Wataru: Graph stacked hourglass networks for 3d human pose estimation. In Proceedings of the IEEE\/CVF conference on computer vision and pattern recognition (CVPR). 16105\u201316114 (2021)","DOI":"10.1109\/CVPR46437.2021.01584"},{"key":"1569_CR29","doi-asserted-by":"crossref","unstructured":"Zeng, Ailing, Sun, Xiao, Huang, Fuyang, Liu, Minhao, Xu, Qiang, Lin, Stephen: Srnet: Improving generalization in 3d human pose estimation with a split-and-recombine approach. In Proceedings of the European conference on computer vision (ECCV). 507\u2013523 (2020)","DOI":"10.1007\/978-3-030-58568-6_30"},{"key":"1569_CR30","doi-asserted-by":"crossref","unstructured":"Zhang, Jinlu, Tu, Zhigang, Yang, Jianyu, Chen, Yujin, Yuan, Junsong: Mixste: Seq2seq mixed spatio-temporal encoder for 3d human pose estimation in video. In Proceedings of the IEEE\/CVF conference on computer vision and pattern recognition (CVPR). 13232\u201313242 (2022)","DOI":"10.1109\/CVPR52688.2022.01288"},{"issue":"6","key":"1569_CR31","doi-asserted-by":"publisher","first-page":"1566","DOI":"10.1007\/s11263-023-01770-5","volume":"131","author":"Shengping Zhang","year":"2023","unstructured":"Zhang, Shengping, Wang, Chenyang, Nie, Liqiang, Yao, Hongxun, Huang, Qingming, Tian, Qi.: Learning enriched hop-aware correlation for robust 3d human pose estimation. International Journal of Computer Vision (IJCV) 131(6), 1566\u20131583 (2023)","journal-title":"International Journal of Computer Vision (IJCV)"},{"key":"1569_CR32","doi-asserted-by":"crossref","unstructured":"Zhao, Weixi, Wang, Weiqiang, Tian, Yunjie: Graformer: Graph-oriented transformer for 3d pose estimation. In Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 20438\u201320447 (2022)","DOI":"10.1109\/CVPR52688.2022.01979"},{"key":"1569_CR33","doi-asserted-by":"crossref","unstructured":"Zhou, Feng, Yin, Jianqin, Li, Peiyang: Lifting by image\u2013leveraging image cues for accurate 3d human pose estimation. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 7632\u20137640 (2024)","DOI":"10.1609\/aaai.v38i7.28596"},{"key":"1569_CR34","doi-asserted-by":"crossref","unstructured":"Zou, Zhiming, Tang, Wei: Modulated graph convolutional network for 3d human pose estimation. In Proceedings of the IEEE\/CVF International Conference on Computer Vision (ICCV). 11477\u201311487 (2021)","DOI":"10.1109\/ICCV48922.2021.01128"}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-024-01569-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00530-024-01569-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-024-01569-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,28]],"date-time":"2025-02-28T06:06:03Z","timestamp":1740722763000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00530-024-01569-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,9]]},"references-count":34,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,2]]}},"alternative-id":["1569"],"URL":"https:\/\/doi.org\/10.1007\/s00530-024-01569-5","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-4562542\/v1","asserted-by":"object"}]},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,9]]},"assertion":[{"value":"11 June 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 November 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 December 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"5"}}