{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T04:34:59Z","timestamp":1773722099714,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,28]],"date-time":"2024-10-28T00:00:00Z","timestamp":1730073600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100006374","name":"Australian Research Council","doi-asserted-by":"publisher","award":["ARC DP220102197 and DP210101682"],"award-info":[{"award-number":["ARC DP220102197 and DP210101682"]}],"id":[{"id":"10.13039\/501100006374","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,28]]},"DOI":"10.1145\/3688868.3689206","type":"proceedings-article","created":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T09:25:27Z","timestamp":1730366727000},"page":"5-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Statistical 3D and 4D Shape Analysis: Theory and Applications in the Era of Generative AI"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4758-7510","authenticated-orcid":false,"given":"Hamid","family":"Laga","sequence":"first","affiliation":[{"name":"School of Information technology, Murdoch University, Perth, WA, Australia"}]}],"member":"320","published-online":{"date-parts":[[2024,10,31]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14496"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14942"},{"key":"e_1_3_2_1_3_1","volume-title":"Multi-stage information diffusion for joint depth and surface normal estimation. Pattern recognition","author":"Fu Zhiheng","year":"2023","unstructured":"Zhiheng Fu, Siyu Hong, Mengyi Liu, Hamid Laga, Mohammed Bennamoun, Farid Boussaid, and Yulan Guo. 2023. Multi-stage information diffusion for joint depth and surface normal estimation. Pattern recognition, Vol. 141 (2023), 109660."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01112"},{"key":"e_1_3_2_1_5_1","volume-title":"Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era","author":"Han Xianfeng","year":"2021","unstructured":"Xianfeng Han, Hamid Laga, and Mohammed Bennamoun. 2021. Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. IEEE transactions on pattern analysis and machine intelligence, Vol. 43 (2021), 1578--1604."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/978-3-031-01819-0","article-title":"Elastic Shape Analysis of Three-Dimensional Objects","volume":"12","author":"Jermyn Ian H","year":"2017","unstructured":"Ian H Jermyn, Sebastian Kurtek, Hamid Laga, and Anuj Srivastava. 2017. Elastic Shape Analysis of Three-Dimensional Objects. Synthesis Lectures on Computer Vision, Vol. 12, 1 (2017), 1--185.","journal-title":"Synthesis Lectures on Computer Vision"},{"key":"e_1_3_2_1_7_1","first-page":"29235","article-title":"Active-passive simstereo-benchmarking the cross-generalization capabilities of deep learning-based stereo methods","volume":"35","author":"Jospin Laurent","year":"2022","unstructured":"Laurent Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaid, and Mohammed Bennamoun. 2022. Active-passive simstereo-benchmarking the cross-generalization capabilities of deep learning-based stereo methods. Advances in Neural Information Processing Systems, Vol. 35 (2022), 29235--29247.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_8_1","volume-title":"Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching. arXiv preprint arXiv:2112.00941","author":"Jospin Laurent Valentin","year":"2021","unstructured":"Laurent Valentin Jospin, Farid Boussaid, Hamid Laga, and Mohammed Bennamoun. 2021. Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching. arXiv preprint arXiv:2112.00941 (2021)."},{"key":"e_1_3_2_1_9_1","volume-title":"European Conference on Computer Vision.","author":"Khanam Tahmina","year":"2024","unstructured":"Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaid, Guan Wang, and Anuj Srivastava. 2024. A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures. In European Conference on Computer Vision."},{"key":"e_1_3_2_1_10_1","volume-title":"Elastic shape analysis of surfaces and images. Riemannian computing in computer vision","author":"Kurtek Sebastian","year":"2016","unstructured":"Sebastian Kurtek, Ian H Jermyn, Qian Xie, Eric Klassen, and Hamid Laga. 2016. Elastic shape analysis of surfaces and images. Riemannian computing in computer vision (2016), 257--277."},{"key":"e_1_3_2_1_11_1","volume-title":"Computer graphics forum (Eurographics)","author":"Kurtek Sebastian","unstructured":"Sebastian Kurtek, Anuj Srivastava, Eric Klassen, and Hamid Laga. 2013. Landmark-Guided Elastic Shape Analysis of Spherically-Parameterized Surfaces. In Computer graphics forum (Eurographics), Vol. 32. Blackwell Publishing Ltd, 429--438."},{"key":"e_1_3_2_1_12_1","volume-title":"Image and Video Processing and Analysis and Computer Vision.","author":"Laga Hamid","unstructured":"Hamid Laga. 2018. A survey on nonrigid 3D shape analysis. In Image and Video Processing and Analysis and Computer Vision. Vol. 6. Academic Press, 261--304."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3032602"},{"key":"e_1_3_2_1_14_1","volume-title":"4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data","author":"Laga Hamid","year":"2022","unstructured":"Hamid Laga, Marcel Padilla, Ian H Jermyn, Sebastian Kurtek, Mohammed Bennamoun, and Anuj Srivastava. 2022. 4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. IEEE Transactions on Pattern Analysis and Machine Intelligence (2022)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2647596"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.11.048"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA48891.2023.10161362"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISBIWorkshops50223.2020.9153426"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2019.110108"},{"key":"e_1_3_2_1_20_1","volume-title":"Computer graphics forum","author":"Wang Guan","unstructured":"Guan Wang, Hamid Laga, Jinyuan Jia, Ning Xie, and Hedi Tabia. 2018. Statistical modeling of the 3D geometry and topology of botanical trees. In Computer graphics forum, Vol. 37. 185--198."},{"key":"e_1_3_2_1_21_1","volume-title":"Elastic Shape Analysis of Tree-Like 3D Objects Using Extended SRVF Representation","author":"Wang Guan","year":"2023","unstructured":"Guan Wang, Hamid Laga, and Anuj Srivastava. 2023. Elastic Shape Analysis of Tree-Like 3D Objects Using Extended SRVF Representation. IEEE transactions on pattern analysis and machine intelligence (2023)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3144456"}],"event":{"name":"MM '24: The 32nd ACM International Conference on Multimedia","location":"Melbourne VIC Australia","acronym":"MM '24","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3688868.3689206","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3688868.3689206","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T02:31:53Z","timestamp":1755916313000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3688868.3689206"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,28]]},"references-count":22,"alternative-id":["10.1145\/3688868.3689206","10.1145\/3688868"],"URL":"https:\/\/doi.org\/10.1145\/3688868.3689206","relation":{},"subject":[],"published":{"date-parts":[[2024,10,28]]},"assertion":[{"value":"2024-10-31","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}