{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T05:30:08Z","timestamp":1761975008829},"reference-count":49,"publisher":"Springer Science and Business Media LLC","issue":"12","license":[{"start":{"date-parts":[[2007,10,23]],"date-time":"2007-10-23T00:00:00Z","timestamp":1193097600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Med Bio Eng Comput"],"published-print":{"date-parts":[[2007,11,29]]},"DOI":"10.1007\/s11517-007-0273-z","type":"journal-article","created":{"date-parts":[[2007,10,22]],"date-time":"2007-10-22T08:16:21Z","timestamp":1193040981000},"page":"1211-1222","source":"Crossref","is-referenced-by-count":29,"title":["Shift-invariant discrete wavelet transform analysis for retinal image classification"],"prefix":"10.1007","volume":"45","author":[{"given":"April","family":"Khademi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sridhar","family":"Krishnan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2007,10,23]]},"reference":[{"key":"273_CR1","doi-asserted-by":"crossref","unstructured":"Aksoy S, Haralick R (1998) Textural features for image database retrieval. In: Proceedings of IEEE workshop on content-based access of image and video libraries, pp 45\u201349","DOI":"10.1109\/IVL.1998.694493"},{"key":"273_CR2","doi-asserted-by":"crossref","unstructured":"Armstrong A, Jiang J (2001) An efficient image indexing algorithm in JPEG compressed domain. In: International conference on image processing, pp 350\u2013351","DOI":"10.1109\/ICCE.2001.935340"},{"key":"273_CR3","doi-asserted-by":"crossref","unstructured":"Balakrishnama S, Ganapathiraju A, Picone J (1999) Linear discriminant analysis for signal processing problems. In: Proceedings of IEEE Southeastcon, pp 78\u201381","DOI":"10.1109\/SECON.1999.766096"},{"key":"273_CR4","doi-asserted-by":"crossref","unstructured":"Barrett S, Rylander HG, III AW (1994) Automated lesion data base building for the treatment of retinal disorders. In: Proceedings IEEE international conference image processing, pp 426\u2013430","DOI":"10.1109\/ICIP.1994.413349"},{"key":"273_CR5","doi-asserted-by":"crossref","first-page":"1716","DOI":"10.1137\/0729097","volume":"29","author":"G Beylkin","year":"1992","unstructured":"Beylkin G (1992) On the representation of operators in bases of compactly supported wavelets. SIAM J Numer Anal 29:1716\u20131740","journal-title":"SIAM J Numer Anal"},{"key":"273_CR6","unstructured":"Bradley A (2003) Shift-invariance in the discrete wavelet transform. Digital image computing: techniques and applications, pp 29\u201338"},{"issue":"3","key":"273_CR7","doi-asserted-by":"crossref","first-page":"374","DOI":"10.1093\/bioinformatics\/btg419","volume":"20","author":"U Braga-Neto","year":"2004","unstructured":"Braga-Neto U, Dougherty E (2004) Is cross-validation valid for small-sample microarray classification? Bioinformatics 20(3):374\u2013380","journal-title":"Bioinformatics"},{"key":"273_CR8","doi-asserted-by":"crossref","unstructured":"Brandon L, Hoover A (2003) Drusen detection in a retinal image using multi-level analysis. MICCAI 618\u2013625","DOI":"10.1007\/978-3-540-39899-8_76"},{"key":"273_CR9","volume-title":"Introduction to wavelets and wavelet transforms: a primer","author":"C Burrus","year":"1998","unstructured":"Burrus C, Gopinath R, Guo H (1998) Introduction to wavelets and wavelet transforms: a primer. Prentice Hall International, Houston"},{"key":"273_CR10","doi-asserted-by":"crossref","unstructured":"Chang S (1995) Compressed-domain techniques for image\/video indexing and manipulation. In: International conference on image processing, pp 314\u2013317","DOI":"10.1109\/ICIP.1995.529709"},{"key":"273_CR11","unstructured":"Chiu C, Wong H, Ip HS (2004) Compressed domain feature transformation using evolutionary strategies for image classification. In: International conference on image processing, pp 429\u2013432"},{"key":"273_CR12","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/S0165-1684(97)00007-8","volume":"57","author":"I Cohen","year":"1997","unstructured":"Cohen I, Raz S, Malah D (1997) Orthonormal shift-invariant wavelet packet decomposition and representation. Signal Process 57:251\u2013270","journal-title":"Signal Process"},{"key":"273_CR13","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/BF01250288","volume":"5","author":"R Coifman","year":"1995","unstructured":"Coifman R, Saito N (1995) Local discriminant bases and their applications. J Math Imaging Vis 5:337\u2013358","journal-title":"J Math Imaging Vis"},{"key":"273_CR14","doi-asserted-by":"crossref","first-page":"713","DOI":"10.1109\/18.119732","volume":"38","author":"R Coifman","year":"1992","unstructured":"Coifman R, Wickerhauser M (1992) Entropy-based algorithms for best basis selection. IEEE Trans Inf Theory 38:713\u2013718","journal-title":"IEEE Trans Inf Theory"},{"issue":"4","key":"273_CR15","doi-asserted-by":"crossref","first-page":"1027","DOI":"10.1109\/78.668554","volume":"46","author":"F Falzon","year":"1998","unstructured":"Falzon F, Mallat S (1998) Analysis of low bit rate image transform coding. IEEE Trans Signal Process 46(4):1027\u20131042","journal-title":"IEEE Trans Signal Process"},{"issue":"10","key":"273_CR16","doi-asserted-by":"crossref","first-page":"1189","DOI":"10.1109\/TMI.2004.829331","volume":"23","author":"M Foracchia","year":"2004","unstructured":"Foracchia M, Grisan E, Ruggeri A (2004) Detection of optic disc in retinal images by means of a geometrical model of vessel structure. IEEE Trans Med Imaging 23(10):1189\u20131195","journal-title":"IEEE Trans Med Imaging"},{"issue":"8","key":"273_CR17","doi-asserted-by":"crossref","first-page":"873","DOI":"10.1109\/34.31448","volume":"11","author":"K Fukunaga","year":"1989","unstructured":"Fukunaga K, Hayes R (1989) Effects of sample size in classifier design. IEEE Trans Pattern Anal Mach Intell 11(8):873\u2013885","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"273_CR18","unstructured":"Goldbaum M (2002) STARE: structured analysis of the Retina. World Wide Web. http:\/\/www.parl.clemson.edu\/stare\/"},{"issue":"6","key":"273_CR19","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"3","author":"R Haralick","year":"1973","unstructured":"Haralick R, Shanmugam K, Dinstein I (1973) Textural features for image classification. IEEE Trans Syst Man Cybern 3(6):610\u2013621","journal-title":"IEEE Trans Syst Man Cybern"},{"issue":"5802","key":"273_CR20","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1038\/290091a0","volume":"290","author":"B Julesz","year":"1981","unstructured":"Julesz B (1981) Textons, the elements of texture perception, and their interactions. Nature 290(5802):91\u201397","journal-title":"Nature"},{"key":"273_CR21","unstructured":"Khademi A (2006) Multiresolutional analysis for classification and compression of medical images. Master\u2019s thesis. Ryerson University, Canada"},{"key":"273_CR22","doi-asserted-by":"crossref","unstructured":"Leung M, Peterson A (1992) Scale and rotation invariant texture classification. In: Conference record of the twenty-sixth asilomar conference on signals, systems and computers, pp 461\u2013465","DOI":"10.1109\/ACSSC.1992.269229"},{"key":"273_CR23","doi-asserted-by":"crossref","unstructured":"Liang J, Parks T (1994) A two-dimensional translation invariant wavelet representation and its applications. In: IEEE international conference on image processing, pp 66\u201370","DOI":"10.1109\/ICIP.1994.413276"},{"key":"273_CR24","doi-asserted-by":"crossref","unstructured":"Liang J, Parks T (1996) Translation invariant wavelet transforms with symmetric extensions. In: IEEE digital signal processing workshop, pp 69\u201372","DOI":"10.1109\/DSPWS.1996.555462"},{"issue":"2","key":"273_CR25","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1109\/78.485919","volume":"44","author":"J Liang","year":"1996","unstructured":"Liang J, Parks T (1996) A translation-invariant wavelet representation algorithm with applications. IEEE Trans Signal Process 44(2):225\u2013232","journal-title":"IEEE Trans Signal Process"},{"key":"273_CR26","doi-asserted-by":"crossref","first-page":"762","DOI":"10.1109\/83.668030","volume":"7","author":"J Liang","year":"1998","unstructured":"Liang J, Parks T (1998) Image coding using translation invariant wavelet transforms with symmetric extensions. IEEE Trans Image Process 7:762\u2013769","journal-title":"IEEE Trans Image Process"},{"issue":"7","key":"273_CR27","doi-asserted-by":"crossref","first-page":"674","DOI":"10.1109\/34.192463","volume":"11","author":"S Mallat","year":"1989","unstructured":"Mallat S (1989) A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans Pattern Anal Mach Intell 11(7):674\u2013693","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"273_CR28","volume-title":"Wavelet tour of signal processing","author":"S Mallat","year":"1998","unstructured":"Mallat S (1998) Wavelet tour of signal processing. Academic, USA"},{"key":"273_CR29","doi-asserted-by":"crossref","first-page":"3397","DOI":"10.1109\/78.258082","volume":"41","author":"S Mallat","year":"1993","unstructured":"Mallat S, Zhang Z (1993) Matching pursuits with time\u2013frequency dictionaries. IEEE Trans Signal Process 41:3397\u20133415","journal-title":"IEEE Trans Signal Process"},{"key":"273_CR30","doi-asserted-by":"crossref","unstructured":"Marcellin M, Bilgin A, Gormish M, Boliek M (2000) An overview of JPEG-2000. In: Proceedings of the IEEE data compression conference. IEEE Computer Society, p 523","DOI":"10.1109\/DCC.2000.838192"},{"issue":"1","key":"273_CR31","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1109\/4233.748975","volume":"3","author":"G Matsopoulos","year":"1999","unstructured":"Matsopoulos G, Mouravliansky N, Delibasis K, Nikita K (1999) Automatic retinal image registration scheme using global optimization techniques. IEEE Trans Inf Technol Biomed 3(1):47\u201360","journal-title":"IEEE Trans Inf Technol Biomed"},{"issue":"9","key":"273_CR32","doi-asserted-by":"crossref","first-page":"1228","DOI":"10.1109\/TPAMI.2004.67","volume":"26","author":"C Pun","year":"2004","unstructured":"Pun C, Lee M (2004) Extraction of shift invariant wavelet features for classification of images with different sizes. IEEE Trans Pattern Anal Mach Intell 26(9):1228\u20131233","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"273_CR33","doi-asserted-by":"crossref","unstructured":"Raman B, Wilson M, Benche I, Soliz P (2003) A JAVA-based system for segmentation and analysis of retinal images. In: Proceedings of the IEEE symposium computer-based medical systems, pp 336\u2013339","DOI":"10.1109\/CBMS.2003.1212811"},{"key":"273_CR34","doi-asserted-by":"crossref","unstructured":"Raudys S, Jain A (1990) Small sample size effects in statistical pattern recognition: recommendations for practitioners and open problems. In: Proceedings of the 10th international conference on pattern recognition, pp 417\u2013423","DOI":"10.1109\/ICPR.1990.118138"},{"issue":"3","key":"273_CR35","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1109\/34.75512","volume":"13","author":"S Raudys","year":"1991","unstructured":"Raudys S, Jain A (1991) Small sample size effects in statistical pattern recognition: recommendations for practitioners. IEEE Trans Pattern Anal Mach Intell 13(3):252\u2013264","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"273_CR36","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1109\/18.119725","volume":"38","author":"E Simoncelli","year":"1992","unstructured":"Simoncelli E, Freeman W, Adelson E, Heeger D (1992) Shiftable multiscale transforms. IEEE Trans Inf Theory 38:587\u2013607","journal-title":"IEEE Trans Inf Theory"},{"key":"273_CR37","doi-asserted-by":"crossref","unstructured":"Sinthanayothin C, Kongbunkiat V, Phoojaruenchanachai S, Singalavanija A (2003) Automated screening system for diabetic retinopathy. In: Proceedings of the 3rd international symposium on image and signal processing and analysis, pp 915\u2013920","DOI":"10.1109\/ISPA.2003.1296409"},{"key":"273_CR38","unstructured":"Tan T (1994) Scale and rotation invariant texture classification. In: IEEE colloquium on texture classification: theory and applications, pp 3\/1\u20133\/3"},{"issue":"1","key":"273_CR39","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1007\/BF02347689","volume":"40","author":"T Teng","year":"2002","unstructured":"Teng T, Lefley M, Claremont D (2002) Progress towards automated diabetic ocular screening: a review of image analysis and intelligent systems for diabetic retinopathy. Med Biol Eng Comput 40(1):2\u201313","journal-title":"Med Biol Eng Comput"},{"key":"273_CR40","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1109\/51.603650","volume":"16","author":"S Umbaugh","year":"1997","unstructured":"Umbaugh S, Wei Y, Zuke M (1997) Feature extraction in image analysis: a program for facilitating data reduction in medical image classification. IEEE Eng Med Biol Mag 16:62\u201373","journal-title":"IEEE Eng Med Biol Mag"},{"issue":"4","key":"273_CR41","doi-asserted-by":"crossref","first-page":"626","DOI":"10.1109\/5.488704","volume":"84","author":"M Unser","year":"1996","unstructured":"Unser M, Aldroubi A (1996) A review of wavelets in biomedical applications. Proc IEEE 84(4):626\u2013638","journal-title":"Proc IEEE"},{"issue":"9","key":"273_CR42","doi-asserted-by":"crossref","first-page":"2207","DOI":"10.1109\/78.157221","volume":"40","author":"M Vetterli","year":"1992","unstructured":"Vetterli M, Herley C (1992) Wavelets and filter banks: theory and design. IEEE Trans Signal Process 40(9):2207\u20132232","journal-title":"IEEE Trans Signal Process"},{"key":"273_CR43","doi-asserted-by":"crossref","unstructured":"Voulgaris G, Jiang J (2001) Texture-based image retrieval in wavelets compressed domain. In: International conference on image processing, pp 125\u2013128","DOI":"10.1109\/ICIP.2001.958440"},{"key":"273_CR44","doi-asserted-by":"crossref","first-page":"498","DOI":"10.1109\/42.730395","volume":"17","author":"T Wang","year":"1998","unstructured":"Wang T, Karayiannis N (1998) Detection of microcalcifications in digital mammograms using wavelets. IEEE Trans Med Imaging 17:498\u2013509","journal-title":"IEEE Trans Med Imaging"},{"key":"273_CR45","unstructured":"Wang H, Hsu W, Goh K, Lee M (2000) An effective approach to detect lesions in color retinal images. In: Proceedings of IEEE conference on computer vision and pattern recognition, pp 181\u2013186"},{"key":"273_CR46","doi-asserted-by":"crossref","unstructured":"Xiong Z, Huang T (2002) Wavelet-based texture features can be extracted efficiently from compressed-domain for JPEG2000 coded images. In: International conference on image processing, pp 481\u2013484","DOI":"10.1109\/ICIP.2002.1038065"},{"key":"273_CR47","doi-asserted-by":"crossref","unstructured":"Zhang H, Fritts J (2004) An overview of JPEG-2000. In: Proceedings of SPIE: visual communications and image processing, pp 1333\u20131340","DOI":"10.1117\/12.527160"},{"key":"273_CR48","doi-asserted-by":"crossref","unstructured":"Zhang E, Zhang Y, Zhang T (2002) Automatic retinal image registration based on blood vessels feature point. In: Proceedings of the international conference on machine learning and cybernetics, pp 2010\u20132015","DOI":"10.1109\/ICMLC.2002.1175389"},{"key":"273_CR49","unstructured":"Zhou P, Wang M, Cao H (2005) Research on features of retinal images associated with hypertension and diabetes. In: Proceedings of IEEE\u2019s international conference on engineering in medicine and biology society, pp 6415\u20136417"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-007-0273-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11517-007-0273-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-007-0273-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T16:06:55Z","timestamp":1559405215000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11517-007-0273-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,10,23]]},"references-count":49,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2007,11,29]]}},"alternative-id":["273"],"URL":"https:\/\/doi.org\/10.1007\/s11517-007-0273-z","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,10,23]]}}}