{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T17:27:57Z","timestamp":1648920477470},"reference-count":11,"publisher":"World Scientific Pub Co Pte Lt","issue":"04","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Image Grap."],"published-print":{"date-parts":[[2005,10]]},"abstract":"<jats:p> This paper investigates an appearance-change issue due to various human body shapes in an eigenspace analysis, which is responsible for generating person-based eigenspaces employing a conventional eigenspace method. We call this a figure effect in this study for this phenomenon. As a consequence, an appearance-based eigenspace method cannot be effective for recognizing human postures with its present available formulation. We propose to employ a generalized eigenspace for avoiding this problem, which is developed by calculating a mean of some selected eigenspaces. We also investigate a dress effect due to human wearing clothes in this paper. The study proposes image pre-processing by Laplacian of Gaussian (LoG) filter for reducing the dress problem. Since the proposed method tunes a conventional eigenspace as an appropriate method for human posture recognition, the proposed scheme is known as an eigenspace tuning. An eigenspace called a tuned eigenspace is obtained from this tuning scheme and it is used for further recognition of unfamiliar postures. We have tested the proposed approach employing a number of human models wearing various clothes along with their different body shapes, and the significance of the method to human posture recognition has been demonstrated. <\/jats:p>","DOI":"10.1142\/s0219467805002014","type":"journal-article","created":{"date-parts":[[2005,11,22]],"date-time":"2005-11-22T08:48:37Z","timestamp":1132649317000},"page":"825-837","source":"Crossref","is-referenced-by-count":0,"title":["HUMAN POSTURE RECOGNITION: EIGENSPACE TUNING BY A MEAN EIGENSPACE"],"prefix":"10.1142","volume":"05","author":[{"given":"M. MASUDUR","family":"RAHMAN","sequence":"first","affiliation":[{"name":"Department of Control Engineering, Kyushu Institute of Technology, Sensuicho 1-1, Tobata, Kitakyushu 804-8550, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"SEIJI","family":"ISHIKAWA","sequence":"additional","affiliation":[{"name":"Department of Control Engineering, Kyushu Institute of Technology, Sensuicho 1-1, Tobata, Kitakyushu 804-8550, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2011,11,20]]},"reference":[{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1016\/S0262-8856(99)00075-X"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007939232436"},{"key":"rf5","volume-title":"Digital Image Processing","author":"Gonzalez R. C.","year":"1986"},{"key":"rf6","first-page":"169","volume":"119","author":"Kim J. W.","journal-title":"Trans. of IEE Japan"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1999.0830"},{"key":"rf8","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(99)00179-X"},{"key":"rf9","first-page":"39","volume":"14","author":"Murase H.","journal-title":"Int. J. Computer Vision"},{"key":"rf10","first-page":"1043","volume":"9","author":"Ohba K.","journal-title":"IEEE Transaction on Pattern Analysis Machine Intelligence"},{"key":"rf11","first-page":"349","author":"Psarrou A.","journal-title":"Image and Vision Computing"},{"key":"rf15","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015349"},{"key":"rf16","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(00)00031-5"}],"container-title":["International Journal of Image and Graphics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219467805002014","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T23:12:31Z","timestamp":1565133151000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219467805002014"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005,10]]},"references-count":11,"journal-issue":{"issue":"04","published-online":{"date-parts":[[2011,11,20]]},"published-print":{"date-parts":[[2005,10]]}},"alternative-id":["10.1142\/S0219467805002014"],"URL":"https:\/\/doi.org\/10.1142\/s0219467805002014","relation":{},"ISSN":["0219-4678","1793-6756"],"issn-type":[{"value":"0219-4678","type":"print"},{"value":"1793-6756","type":"electronic"}],"subject":[],"published":{"date-parts":[[2005,10]]}}}