{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,2]],"date-time":"2025-10-02T06:15:57Z","timestamp":1759385757388,"version":"3.37.3"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2019,11,25]],"date-time":"2019-11-25T00:00:00Z","timestamp":1574640000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,11,25]],"date-time":"2019-11-25T00:00:00Z","timestamp":1574640000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SIViP"],"published-print":{"date-parts":[[2020,6]]},"DOI":"10.1007\/s11760-019-01597-z","type":"journal-article","created":{"date-parts":[[2019,11,25]],"date-time":"2019-11-25T19:02:47Z","timestamp":1574708567000},"page":"719-726","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["FPRSGF denoised non-subsampled shearlet transform-based image fusion using sparse representation"],"prefix":"10.1007","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6083-4192","authenticated-orcid":false,"given":"Sonal","family":"Goyal","sequence":"first","affiliation":[]},{"given":"Vijander","family":"Singh","sequence":"additional","affiliation":[]},{"given":"Asha","family":"Rani","sequence":"additional","affiliation":[]},{"given":"Navdeep","family":"Yadav","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,11,25]]},"reference":[{"key":"1597_CR1","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1016\/j.patcog.2018.02.005","volume":"79","author":"H Li","year":"2018","unstructured":"Li, H., He, X., Tao, D., Tang, Y., Wang, R.: Joint medical image fusion, denoising and enhancement via discriminative low-rank sparse dictionaries learning. Pattern Recognit. 79, 130\u2013146 (2018)","journal-title":"Pattern Recognit."},{"issue":"6583","key":"1597_CR2","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1038\/381607a0","volume":"381","author":"BA Olshausen","year":"1996","unstructured":"Olshausen, B.A., Field, D.J.: Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381(6583), 607 (1996)","journal-title":"Nature"},{"issue":"1","key":"1597_CR3","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1109\/TIP.2007.911828","volume":"17","author":"J Mairal","year":"2007","unstructured":"Mairal, J., Elad, M., Sapiro, G.: Sparse representation for color image restoration. IEEE Trans. Image Process. 17(1), 53\u201369 (2007)","journal-title":"IEEE Trans. Image Process."},{"issue":"12","key":"1597_CR4","doi-asserted-by":"publisher","first-page":"3736","DOI":"10.1109\/TIP.2006.881969","volume":"15","author":"M Elad","year":"2006","unstructured":"Elad, M., Aharon, M.: Image denoising via sparse and redundant representations over learned dictionaries. IEEE Trans. Image Process. 15(12), 3736\u20133745 (2006)","journal-title":"IEEE Trans. Image Process."},{"issue":"7","key":"1597_CR5","doi-asserted-by":"publisher","first-page":"1838","DOI":"10.1109\/TIP.2011.2108306","volume":"20","author":"W Dong","year":"2011","unstructured":"Dong, W., Zhang, L., Shi, G., Wu, X.: Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization. IEEE Trans. Image Process. 20(7), 1838\u20131857 (2011)","journal-title":"IEEE Trans. Image Process."},{"key":"1597_CR6","doi-asserted-by":"crossref","unstructured":"Yu, S., Ou, W., You, X., Mou, Y., Jiang, X., Tang, Y.: Single image rain streaks removal based on self-learning and structured sparse representation. In: 2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), IEEE, pp. 215\u2013219 (2015)","DOI":"10.1109\/ChinaSIP.2015.7230394"},{"issue":"2","key":"1597_CR7","first-page":"354","volume":"47","author":"Z He","year":"2016","unstructured":"He, Z., Yi, S., Cheung, Y.M., You, X., Tang, Y.Y.: Robust object tracking via key patch sparse representation. IEEE Trans. Cybern. 47(2), 354\u2013364 (2016)","journal-title":"IEEE Trans. Cybern."},{"issue":"11","key":"1597_CR8","doi-asserted-by":"publisher","first-page":"3706","DOI":"10.1109\/TCYB.2016.2577718","volume":"47","author":"Z Chen","year":"2016","unstructured":"Chen, Z., You, X., Zhong, B., Li, J., Tao, D.: Dynamically modulated mask sparse tracking. IEEE Trans. Cybern. 47(11), 3706\u20133718 (2016)","journal-title":"IEEE Trans. Cybern."},{"issue":"3","key":"1597_CR9","doi-asserted-by":"publisher","first-page":"033014","DOI":"10.1117\/1.JEI.24.3.033014","volume":"24","author":"K Zhan","year":"2015","unstructured":"Zhan, K., Li, Q., Teng, J., Wang, M., Shi, J.: Multifocus image fusion using phase congruency. J. Electron. Imaging 24(3), 033014 (2015)","journal-title":"J. Electron. Imaging"},{"issue":"4","key":"1597_CR10","doi-asserted-by":"publisher","first-page":"884","DOI":"10.1109\/TIM.2009.2026612","volume":"59","author":"B Yang","year":"2009","unstructured":"Yang, B., Li, S.: Multifocus image fusion and restoration with sparse representation. IEEE Trans. Instrum. Meas. 59(4), 884\u2013892 (2009)","journal-title":"IEEE Trans. Instrum. Meas."},{"key":"1597_CR11","first-page":"1","volume":"99","author":"M Yin","year":"2018","unstructured":"Yin, M., Liu, X., Liu, Y., Chen, X.: Medical image fusion with parameter-adaptive pulse coupled neural network in nonsubsampled shearlet transform domain. IEEE Trans. Instrum. Meas. 99, 1\u201316 (2018)","journal-title":"IEEE Trans. Instrum. Meas."},{"issue":"1","key":"1597_CR12","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.inffus.2010.04.001","volume":"13","author":"B Yang","year":"2012","unstructured":"Yang, B., Li, S.: Pixel-level image fusion with simultaneous orthogonal matching pursuit. Inf. Fusion 13(1), 10\u201319 (2012)","journal-title":"Inf. Fusion"},{"issue":"7","key":"1597_CR13","doi-asserted-by":"publisher","first-page":"306","DOI":"10.3390\/e19070306","volume":"19","author":"K Wang","year":"2017","unstructured":"Wang, K., Qi, G., Zhu, Z., Chai, Y.: A novel geometric dictionary construction approach for sparse representation based image fusion. Entropy 19(7), 306 (2017)","journal-title":"Entropy"},{"key":"1597_CR14","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/j.inffus.2014.09.004","volume":"24","author":"Y Liu","year":"2015","unstructured":"Liu, Y., Liu, S., Wang, Z.: A general framework for image fusion based on multi-scale transform and sparse representation. Inf. Fusion 24, 147\u2013164 (2015)","journal-title":"Inf. Fusion"},{"issue":"3","key":"1597_CR15","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/s10916-015-0404-2","volume":"40","author":"S Agarwal","year":"2016","unstructured":"Agarwal, S., Rani, A., Singh, V., Mittal, A.P.: Performance evaluation and implementation of fpga based sgsf in smart diagnostic applications. J. Med. Syst. 40(3), 63 (2016)","journal-title":"J. Med. Syst."},{"key":"1597_CR16","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1016\/j.bspc.2017.04.004","volume":"36","author":"S Agarwal","year":"2017","unstructured":"Agarwal, S., Rani, A., Singh, V., Mittal, A.P.: EEG signal enhancement using cascaded S-Golay filter. Biomed. Signal Process. Control 36, 194\u2013204 (2017)","journal-title":"Biomed. Signal Process. Control"},{"issue":"2","key":"1597_CR17","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1002\/mrm.22595","volume":"65","author":"F Knoll","year":"2011","unstructured":"Knoll, F., Bredies, K., Pock, T., Stollberger, R.: Second order total generalized variation (TGV) for MRI. Magn. Reson. Med. 65(2), 480\u2013491 (2011)","journal-title":"Magn. Reson. Med."},{"key":"1597_CR18","unstructured":"Ou, W., You, X., Cheung, Ym., Peng, Q., Gong, M., Jiang, X.: Structured sparse coding for image representation based on l 1-graph. In: Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), IEEE, pp. 3220\u20133223 (2012)"},{"key":"1597_CR19","unstructured":"The whole brain atlas. http:\/\/www.med.harvard.edu\/aanlib\/. Accessed 30 Mar 2019"},{"issue":"5","key":"1597_CR20","doi-asserted-by":"publisher","first-page":"1014","DOI":"10.1109\/TMM.2013.2244870","volume":"15","author":"G Bhatnagar","year":"2013","unstructured":"Bhatnagar, G., Wu, Q.J., Liu, Z.: Directive contrast based multimodal medical image fusion in nsct domain. IEEE Trans. Multimedia 15(5), 1014\u20131024 (2013)","journal-title":"IEEE Trans. Multimedia"},{"issue":"5","key":"1597_CR21","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1049\/iet-ipr.2014.0311","volume":"9","author":"Y Liu","year":"2014","unstructured":"Liu, Y., Wang, Z.: Simultaneous image fusion and denoising with adaptive sparse representation. IET Image Proc. 9(5), 347\u2013357 (2014)","journal-title":"IET Image Proc."},{"issue":"11","key":"1597_CR22","doi-asserted-by":"publisher","first-page":"626","DOI":"10.1049\/el:20060693","volume":"42","author":"N Cvejic","year":"2006","unstructured":"Cvejic, N., Canagarajah, C., Bull, D.: Image fusion metric based on mutual information and Tsallis entropy. Electron. Lett. 42(11), 626\u2013627 (2006)","journal-title":"Electron. Lett."},{"issue":"4","key":"1597_CR23","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1049\/el:20000267","volume":"36","author":"C Xydeas","year":"2000","unstructured":"Xydeas, C., Petrovic, V.: Objective image fusion performance measure. Electron. Lett. 36(4), 308\u2013309 (2000)","journal-title":"Electron. Lett."},{"issue":"6","key":"1597_CR24","first-page":"1433","volume":"3","author":"J Zhao","year":"2007","unstructured":"Zhao, J., Laganiere, R., Liu, Z.: Performance assessment of combinative pixel-level image fusion based on an absolute feature measurement. Int. J. Innov. Comput. Inf. Control 3(6), 1433\u20131447 (2007)","journal-title":"Int. J. Innov. Comput. Inf. Control"},{"issue":"8","key":"1597_CR25","doi-asserted-by":"publisher","first-page":"2036","DOI":"10.1364\/JOSAA.15.002036","volume":"15","author":"DL Ruderman","year":"1998","unstructured":"Ruderman, D.L., Cronin, T.W., Chiao, C.C.: Statistics of cone responses to natural images: implications for visual coding. JOSA A 15(8), 2036\u20132045 (1998)","journal-title":"JOSA A"},{"key":"1597_CR26","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.inffus.2013.12.002","volume":"19","author":"AP James","year":"2014","unstructured":"James, A.P., Dasarathy, B.V.: Medical image fusion: a survey of the state of the art. Inf. Fusion 19, 4\u201319 (2014)","journal-title":"Inf. Fusion"},{"key":"1597_CR27","unstructured":"Tno\u2019s image fusion database. http:\/\/www.imagefusion.org\/. Accessed 10 Sept 2019"}],"container-title":["Signal, Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-019-01597-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11760-019-01597-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-019-01597-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T01:17:32Z","timestamp":1606180652000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11760-019-01597-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,25]]},"references-count":27,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,6]]}},"alternative-id":["1597"],"URL":"https:\/\/doi.org\/10.1007\/s11760-019-01597-z","relation":{},"ISSN":["1863-1703","1863-1711"],"issn-type":[{"type":"print","value":"1863-1703"},{"type":"electronic","value":"1863-1711"}],"subject":[],"published":{"date-parts":[[2019,11,25]]},"assertion":[{"value":"7 June 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 September 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 November 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 November 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}