{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T18:13:00Z","timestamp":1775239980834,"version":"3.50.1"},"reference-count":104,"publisher":"Emerald","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,10,30]]},"abstract":"<jats:p>Thanks to the explosive growth of sensing devices and capabilities, multidimensional (MD) signals \u8212 such as images, videos, multispectral images, light fields, and biomedical data volumes \u8212 have become ubiquitous. Multidimensional filter banks and the associated constructions provide a unified framework and an efficient computational tool in the formation, representation, and processing of these multidimensional data sets. In this survey we aim to provide a systematic development of the theory and constructions of multidimensional filter banks. We thoroughly review several tools that have been shown to be particularly effective in the design and analysis of multidimensional filter banks, including sampling lattices, multidimensional bases and frames, polyphase representations, Gr\u0246bner bases, mapping methods, frequency domain constructions, ladder structures and lifting schemes. We then focus on the construction of filter banks and signal representations that can capture directional and geometric features, which are unique and key properties of many multidimensional signals. Next, we study the connection between iterated multidimensional filter banks in the discrete domain and the associated multiscale signal representations in the continuous domain through a directional multiresolution analysis framework. Finally, we show several examples to demonstrate the power of multidimensional filter banks and geometric signal representations in applications.<\/jats:p>","DOI":"10.1561\/2000000012","type":"journal-article","created":{"date-parts":[[2012,10,30]],"date-time":"2012-10-30T12:03:44Z","timestamp":1351598624000},"page":"1-110","source":"Crossref","is-referenced-by-count":11,"title":["Multidimensional Filter Banks and Multiscale Geometric Representations"],"prefix":"10.1561","volume":"5","author":[{"given":"Minh N.","family":"Do","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign , Urbana, IL 61801,","place":["USA"]}]},{"given":"Yue M.","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Engineering and Applied Sciences, Harvard University , Cambridge, MA 02138,","place":["USA"]}]}],"member":"140","published-online":{"date-parts":[[2012,10,30]]},"reference":[{"key":"2026040313420454000_ref001","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/0165-1684(93)90085-O","article-title":"\u201cImage analysis with two-dimensional continuous wavelet transform,\u201d","volume":"31","author":"Antoine","year":"1993","journal-title":"Signal Processing,"},{"issue":"4","key":"2026040313420454000_ref002","doi-asserted-by":"crossref","first-page":"882","DOI":"10.1109\/78.127960","article-title":"\u201cA filter bank for the directional decomposition of images: Theory and design,\u201d","volume":"40","author":"Bamberger","year":"1992","journal-title":"IEEE Transactions on Signal Processing,"},{"issue":"1","key":"2026040313420454000_ref003","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1109\/49.124464","article-title":"\u201cNew networks for perfect inversion and perfect 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