{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T13:32:14Z","timestamp":1648906334724},"reference-count":15,"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":[[2009,10]]},"abstract":"<jats:p> Texture based Geometric invariance, which comprises of rotation scale and translation (RST) invariant is finding application in various areas including industrial inspection, estimation of object range and orientation, shape analysis, satellite imaging, and medical diagnosis. Moments based techniques, apart from being computationally simple as compared to other RST invariant texture operators, are also robust in presence of noise. Zernike moments (ZM) based techniques are one of the well-established methods used for texture identification. As ZM are continuous moments, when discretization is done for implementation, errors are introduced. Error, calculated as difference between theoretically computed values and simulated values is proved to be prominent for fine textures. Therefore, a novel approach to detect RST invariant textures present in image is presented in this paper. This approach calculates discrete Chebyshev moments (CM) of log-polar transformed images to achieve rotation and scale invariance. The image is made translation invariant by shifting it to its centroid. The data is collected as samples from Brodatz and Vistex data sets. Zernike moments and its modifications, along with proposed scheme are applied to the same and Performance evaluation apart from RST invariance is noise sensitivity and redundancy. The performance is also compared with circular Mellin Feature extractors. <\/jats:p>","DOI":"10.1142\/s0219467809003587","type":"journal-article","created":{"date-parts":[[2009,10,26]],"date-time":"2009-10-26T06:57:03Z","timestamp":1256540223000},"page":"559-574","source":"Crossref","is-referenced-by-count":0,"title":["GEOMETRIC TRANSFORM INVARIANT TEXTURE ANALYSIS WITH MODIFIED CHEBYSHEV MOMENTS BASED ALGORITHM"],"prefix":"10.1142","volume":"09","author":[{"given":"VIBHA S.","family":"VYAS","sequence":"first","affiliation":[{"name":"Electronics and Telecommunication Department, College of Engineering Pune, Pune, Maharastra, Pincode-411005, India"}]},{"given":"PRITI P.","family":"REGE","sequence":"additional","affiliation":[{"name":"Electronics and Telecommunication Department, College of Engineering Pune, Pune, Maharastra, Pincode-411005, India"}]}],"member":"219","published-online":{"date-parts":[[2011,11,20]]},"reference":[{"key":"rf1","first-page":"55","volume":"21","author":"Bovik A.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"rf2","volume-title":"Translation Scale and Rotation Invariant Texture Descriptor for Texture Based Image Retrieval, IEEE","author":"Sim D.-G.","year":"2000"},{"key":"rf5","first-page":"192","volume":"3","author":"Coggins J. M.","journal-title":"Pattern Recognition Letters"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(01)00074-7"},{"key":"rf7","first-page":"196","volume":"11","author":"Flusser J.","journal-title":"Transactions on Engineering, Computing and Technology"},{"key":"rf8","doi-asserted-by":"publisher","DOI":"10.1037\/h0021735"},{"key":"rf9","first-page":"179","volume":"8","author":"Hu M. K.","journal-title":"IRE Transaction on Information Theory IT"},{"key":"rf10","doi-asserted-by":"publisher","DOI":"10.1364\/JOSA.70.000920"},{"key":"rf11","doi-asserted-by":"publisher","DOI":"10.1142\/9789812816092"},{"key":"rf12","volume-title":"Textures A Photographic Album for Artists and Designers","author":"Brodatz P.","year":"1966"},{"key":"rf13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2004.828430"},{"key":"rf14","doi-asserted-by":"publisher","DOI":"10.1109\/83.941859"},{"key":"rf17","unstructured":"R. A.\u00a0Peters\u00a0II, M.\u00a0Bishlay and T.\u00a0Oges, On Computation of the Log-polar Transform, Department of Electrical and Computer Engineering (Vanderbilt University School of Engineering, 1993)\u00a0p. 277."},{"key":"rf18","first-page":"139","volume":"26","author":"Dudani S. A.","journal-title":"IEEE Transactions on Computers"},{"key":"rf20","doi-asserted-by":"publisher","DOI":"10.1163\/156856887X00231"}],"container-title":["International Journal of Image and Graphics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219467809003587","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T10:29:25Z","timestamp":1565173765000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219467809003587"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,10]]},"references-count":15,"journal-issue":{"issue":"04","published-online":{"date-parts":[[2011,11,20]]},"published-print":{"date-parts":[[2009,10]]}},"alternative-id":["10.1142\/S0219467809003587"],"URL":"https:\/\/doi.org\/10.1142\/s0219467809003587","relation":{},"ISSN":["0219-4678","1793-6756"],"issn-type":[{"value":"0219-4678","type":"print"},{"value":"1793-6756","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,10]]}}}