Space-alternating generalized expectation-maximization algorithm. Fessler, J. A. & Hero, A. O. IEEE Trans. Sig. Proc., 42(10):2664–77, October, 1994. doi bibtex @ARTICLE{fessler:94:sag,
author = {J. A. Fessler and A. O. Hero},
title = {Space-alternating generalized expectation-maximization algorithm},
journal = {{IEEE Trans. Sig. Proc.}},
volume = 42,
number = 10,
pages = {{2664--77}},
month = oct,
errata = {
The equation immediately below eqn. (18) is unnecessary.
As written it suggests we foolishly replace some of the pixel estimates
with "old" values, when of course we do not.
The newer version that appears in
<a href="$ftp/95/tip,pml.pdf"> the T-IP paper</a> is correct,
and supersedes the T-SP version.
The proof of Theorem 2 incorrectly states that the eigenvalues
of the Gauss-Siedel matrix are real.
They can be complex, so the proof only applies to cases
where the maximimum magnitude eigenvalue is real.
In App. B, (1+i mod K) should be 1+(i mod K).
},
doi = {10.1109/78.324732},
year = 1994
}
Downloads: 0
{"_id":{"_str":"5415a8f530c49f2c0e000407"},"__v":0,"authorIDs":["36232GAgShabzR66R","3Jqu3pMwoau6PiSYY","545748772abc8e9f3700025a","5de6db06abd988de01000159","5debc351ca1cdddf010000ae","5debc6d4ca1cdddf010000e2","5debc9ddca1cdddf01000100","5debcd8aca1cdddf01000122","5debd51180cbffde0100000a","5debf397188b03df0100002e","5dec47d0e16431f201000032","5dec9c6093ac84df01000024","5dec9cfa93ac84df0100002b","5def3d2b66cfe0df01000017","5df59923428212df010000c5","5df70bdad581f5df01000029","5df868f9b99bcff301000085","5df92af9d04b27df010000c6","5df95489ccc001de01000178","5dfd0009ea1680de01000050","5dfe4b30bfbabdde0100000e","5e01a010b81d0dde0100005f","5e030a2ef2d70dde0100004e","5e0712a93bc0fede010000e4","5e08ec40cbe70cdf010000d7","5e0a41dc01dcffde01000123","5e0bc25d94c532f3010000be","5e0dca75552b25df0100002b","5e11893291bc7ade01000042","5e145112b8b351de010000e7","5e149d94830852de010000bb","5e1576391e2528de01000103","5e162d54df1bb4de01000140","5e1756a54df69dde01000015","5e1763e14df69dde01000161","5e181f5c09f388df0100002a","5e1de3514986afdf010001b8","5e1ee530875c69df0100013f","5e20e58945115cde01000010","5e284e42c4828cde010000da","5e2a4e4e2d8494f2010000be","5e2afb0c5da88ede0100012b","5e2dadd0732e89de01000054","5e30ce462a1e4bde010001df","5e3c763a67788ede010001a9","5e3c87dafeacaede01000121","5e445144df3c2af3010000ea","5e45710749667cde0100016b","5e467481696958de01000144","5e470092461d04f201000194","5e5476d77f0f44de01000098","5e55573be89e5fde01000095","5e572ad0bf9f82de01000005","5e5d41b973eb2edf01000105","5e5f9c458d89c5de01000151","5e6141c897c182e9010001e8","5e64f4105fc0b7de0100006a","5e67c9b6697cebdf010001f5","5e693a6a6964dedf01000170","69PjHm7aC4YjTDPTN","7AgLBGJEW5KZCQd33","9ouuE4tbdkpsuCarx","BL4nBYDuaSzkh6adf","BToKrNhh7s6eJK8mG","C9tQfQ3R82w93AvhH","CAnpBgJq4utmoGhp5","CzrRn3wkPQJ7GHNXf","DrnwycY8aBvp5omLk","FfyK5TyQLsMv3ygnX","G35ZgAQiNPzd2TyHw","GRyLdHQzumD3hGi32","GnugDBfTqgiWx4wtY","HgHeJizc3RCYMhgbb","HnjgtcM37yif2XDvP","JSGswT7pqGMyoSNTu","LR3aNShXFwwnewm99","N38rvyX8MHdHzRcrZ","NfK6H82djxSRSJ8DS","QTcjRpnrmkpNKgyHN","RGEZwaAnwCrouoiBK","SxBdzCgHeNKtdHJu2","WFdLpZABXgSmadBnh","XL8gqKc8G3oKvdAxh","XZitdeTqKymJQ2wDP","Xtyo8axdbjSTRsK72","YKXwGkWdee4RsG9Th","YduMui2YDtoEMJ8ka","YrATLRGAZ7AsN59mb","bX4sC3ep42wr5SAwe","eA4WMKwoiMphTJ8JA","hZWH6JigSZ3P2wD5h","kfqZqcFgWWFBgrXbX","kjffCySZyz4dWRHAx","m6cqYT8MXtMjsNMcA","nLHYw5WugWcbPBCCq","nqC5mQ4WQuAviRE2J","p6TjbEsP3h755GRoc","qfKGXgeASMcNkwCJY","tpWksLu8v9a5p3HbF","xY3p4X6u77yaGv7Np","yKFaGuwS9NF6AskEr","z8DRCz6au2SjNAakZ"],"author_short":["Fessler, J. A.","Hero, A. O."],"bibbaseid":"fessler-hero-spacealternatinggeneralizedexpectationmaximizationalgorithm-1994","bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["J.","A."],"propositions":[],"lastnames":["Fessler"],"suffixes":[]},{"firstnames":["A.","O."],"propositions":[],"lastnames":["Hero"],"suffixes":[]}],"title":"Space-alternating generalized expectation-maximization algorithm","journal":"IEEE Trans. Sig. Proc.","volume":"42","number":"10","pages":"2664–77","month":"October","errata":"The equation immediately below eqn. (18) is unnecessary. As written it suggests we foolishly replace some of the pixel estimates with \"old\" values, when of course we do not. The newer version that appears in <a href=\"$ftp/95/tip,pml.pdf\"> the T-IP paper</a> is correct, and supersedes the T-SP version. The proof of Theorem 2 incorrectly states that the eigenvalues of the Gauss-Siedel matrix are real. They can be complex, so the proof only applies to cases where the maximimum magnitude eigenvalue is real. In App. B, (1+i mod K) should be 1+(i mod K). ","doi":"10.1109/78.324732","year":"1994","bibtex":"@ARTICLE{fessler:94:sag,\n author = {J. A. Fessler and A. O. Hero},\n title = {Space-alternating generalized expectation-maximization algorithm},\n journal = {{IEEE Trans. Sig. Proc.}},\n volume = 42,\n number = 10,\n pages = {{2664--77}},\n month = oct,\n errata = {\nThe equation immediately below eqn. (18) is unnecessary.\nAs written it suggests we foolishly replace some of the pixel estimates\nwith \"old\" values, when of course we do not.\nThe newer version that appears in\n<a href=\"$ftp/95/tip,pml.pdf\"> the T-IP paper</a> is correct,\nand supersedes the T-SP version.\nThe proof of Theorem 2 incorrectly states that the eigenvalues\nof the Gauss-Siedel matrix are real.\nThey can be complex, so the proof only applies to cases\nwhere the maximimum magnitude eigenvalue is real.\nIn App. B, (1+i mod K) should be 1+(i mod K).\n},\n doi = {10.1109/78.324732},\n year = 1994\n}\n\n","author_short":["Fessler, J. A.","Hero, A. O."],"key":"fessler:94:sag","id":"fessler:94:sag","bibbaseid":"fessler-hero-spacealternatinggeneralizedexpectationmaximizationalgorithm-1994","role":"author","urls":{},"metadata":{"authorlinks":{"fessler, j":"https://web.eecs.umich.edu/~fessler/papers/bibbase.php"}},"downloads":0,"html":""},"bibtype":"article","biburl":"http://web.eecs.umich.edu/~fessler/papers/lists/t,jour.bib","creationDate":"2014-09-14T14:40:53.259Z","downloads":0,"keywords":[],"search_terms":["space","alternating","generalized","expectation","maximization","algorithm","fessler","hero"],"title":"Space-alternating generalized expectation-maximization algorithm","year":1994,"dataSources":["kd6C5knneZoMrc2zM"]}