{"date_published":"2012-01-01T00:00:00Z","author":[{"id":"58f3726e-7cba-11ef-ad8b-e6e8cb3904e6","first_name":"Alexander","last_name":"Bronstein","orcid":"0000-0001-9699-8730","full_name":"Bronstein, Alexander"},{"last_name":"Bronstein","first_name":"Michael M.","full_name":"Bronstein, Michael M."},{"full_name":"Ovsjanikov, Maks","first_name":"Maks","last_name":"Ovsjanikov"}],"abstract":[{"text":"The computer vision and pattern recognition communities have recently witnessed a surge in feature-based methods for numerous applications including object recognition and image retrieval. Similar concepts and analogous approaches are penetrating the world of 3D shape analysis in a variety of areas including non-rigid shape retrieval and matching. In this chapter, we present both mature concepts and the state-of-the-art of feature-based approaches in 3D shape analysis. In particular, approaches to the detection of interest points and the generation of local shape descriptors are discussed. A wide range of methods is covered including those based on curvature, those based on difference-of-Gaussian scale space, and those that employ recent advances in heat kernel methods.","lang":"eng"}],"publication_identifier":{"isbn":["9781447140627"],"eisbn":["9781447140634"]},"publication":"3D Imaging, Analysis and Applications","date_created":"2024-10-15T11:20:53Z","status":"public","oa_version":"None","_id":"18325","month":"01","publisher":"Springer Nature","date_updated":"2024-10-22T08:06:04Z","extern":"1","doi":"10.1007/978-1-4471-4063-4_5","citation":{"mla":"Bronstein, Alex M., et al. “Feature-Based Methods in 3D Shape Analysis.” <i>3D Imaging, Analysis and Applications</i>, edited by Nick Pears et al., Springer Nature, 2012, pp. 185–219, doi:<a href=\"https://doi.org/10.1007/978-1-4471-4063-4_5\">10.1007/978-1-4471-4063-4_5</a>.","chicago":"Bronstein, Alex M., Michael M. Bronstein, and Maks Ovsjanikov. “Feature-Based Methods in 3D Shape Analysis.” In <i>3D Imaging, Analysis and Applications</i>, edited by Nick Pears, Yonghuai Liu, and Peter Bunting, 185–219. London: Springer Nature, 2012. <a href=\"https://doi.org/10.1007/978-1-4471-4063-4_5\">https://doi.org/10.1007/978-1-4471-4063-4_5</a>.","ieee":"A. M. Bronstein, M. M. Bronstein, and M. Ovsjanikov, “Feature-Based Methods in 3D Shape Analysis,” in <i>3D Imaging, Analysis and Applications</i>, N. Pears, Y. Liu, and P. Bunting, Eds. London: Springer Nature, 2012, pp. 185–219.","short":"A.M. Bronstein, M.M. Bronstein, M. Ovsjanikov, in:, N. Pears, Y. Liu, P. Bunting (Eds.), 3D Imaging, Analysis and Applications, Springer Nature, London, 2012, pp. 185–219.","apa":"Bronstein, A. M., Bronstein, M. M., &#38; Ovsjanikov, M. (2012). Feature-Based Methods in 3D Shape Analysis. In N. Pears, Y. Liu, &#38; P. Bunting (Eds.), <i>3D Imaging, Analysis and Applications</i> (pp. 185–219). London: Springer Nature. <a href=\"https://doi.org/10.1007/978-1-4471-4063-4_5\">https://doi.org/10.1007/978-1-4471-4063-4_5</a>","ama":"Bronstein AM, Bronstein MM, Ovsjanikov M. Feature-Based Methods in 3D Shape Analysis. In: Pears N, Liu Y, Bunting P, eds. <i>3D Imaging, Analysis and Applications</i>. London: Springer Nature; 2012:185-219. doi:<a href=\"https://doi.org/10.1007/978-1-4471-4063-4_5\">10.1007/978-1-4471-4063-4_5</a>","ista":"Bronstein AM, Bronstein MM, Ovsjanikov M. 2012.Feature-Based Methods in 3D Shape Analysis. In: 3D Imaging, Analysis and Applications. , 185–219."},"scopus_import":"1","page":"185-219","OA_type":"closed access","quality_controlled":"1","language":[{"iso":"eng"}],"editor":[{"first_name":"Nick","last_name":"Pears","full_name":"Pears, Nick"},{"full_name":"Liu, Yonghuai","last_name":"Liu","first_name":"Yonghuai"},{"first_name":"Peter","last_name":"Bunting","full_name":"Bunting, Peter"}],"type":"book_chapter","year":"2012","day":"01","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","publication_status":"published","title":"Feature-Based Methods in 3D Shape Analysis","article_processing_charge":"No","place":"London"}