{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T06:48:39Z","timestamp":1775544519691,"version":"3.50.1"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319716060","type":"print"},{"value":"9783319716077","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-71607-7_59","type":"book-chapter","created":{"date-parts":[[2017,12,29]],"date-time":"2017-12-29T01:30:23Z","timestamp":1514511023000},"page":"675-686","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":65,"title":["Multi-focus Image Fusion Using Dictionary Learning and Low-Rank Representation"],"prefix":"10.1007","author":[{"given":"Hui","family":"Li","sequence":"first","affiliation":[]},{"given":"Xiao-Jun","family":"Wu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,12,30]]},"reference":[{"key":"59_CR1","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.inffus.2016.05.004","volume":"33","author":"S Li","year":"2017","unstructured":"Li, S., Kang, X., Fang, L., Hu, J., Yin, H.: Pixel-level image fusion: a survey of the state of the art. Inf. Fusion 33, 100\u2013112 (2017)","journal-title":"Inf. Fusion"},{"issue":"2","key":"59_CR2","doi-asserted-by":"crossref","first-page":"135","DOI":"10.3233\/ICA-2005-12201","volume":"12","author":"A Ben Hamza","year":"2005","unstructured":"Ben Hamza, A., He, Y., Krim, H., Willsky, A.: A multiscale approach to pixel-level image fusion. Integr. Comput.-Aided Eng. 12(2), 135\u2013146 (2005)","journal-title":"Integr. Comput.-Aided Eng."},{"issue":"2","key":"59_CR3","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.inffus.2009.05.001","volume":"11","author":"S Yang","year":"2010","unstructured":"Yang, S., Wang, M., Jiao, L., Wu, R., Wang, Z.: Image fusion based on a new contourlet packet. Inf. Fusion 11(2), 78\u201384 (2010)","journal-title":"Inf. Fusion"},{"issue":"1","key":"59_CR4","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.inffus.2013.04.005","volume":"19","author":"L Wang","year":"2014","unstructured":"Wang, L., Li, B., Tian, L.: EGGDD: an explicit dependency model for multi-modal medical image fusion in shift-invariant shearlet transform domain. Inf. Fusion 19(1), 29\u201337 (2014)","journal-title":"Inf. Fusion"},{"key":"59_CR5","doi-asserted-by":"crossref","unstructured":"Pang, H., Zhu, M., Guo, L.: Multifocus color image fusion using quaternion wavelet transform. In: International Congress on Image and Signal Processing, pp. 543\u2013546. IEEE (2013)","DOI":"10.1109\/CISP.2012.6469884"},{"issue":"99","key":"59_CR6","first-page":"1","volume":"PP","author":"X Luo","year":"2017","unstructured":"Luo, X., Zhang, Z., Zhang, B., et al.: Image fusion with contextual statistical similarity and nonsubsampled shearlet transform. IEEE Sens. J. PP(99), 1 (2017)","journal-title":"IEEE Sens. J."},{"issue":"1","key":"59_CR7","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1016\/j.inffus.2013.11.005","volume":"20","author":"Z Zhou","year":"2014","unstructured":"Zhou, Z., Li, S., Wang, B.: Multi-scale weighted gradient-based fusion for multi-focus images. Inf. Fusion 20(1), 60\u201372 (2014)","journal-title":"Inf. Fusion"},{"key":"59_CR8","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.inffus.2016.09.006","volume":"35","author":"Y Zhang","year":"2017","unstructured":"Zhang, Y., Bai, X., Wang, T.: Boundary finding based multi-focus image fusion through multi-scale morphological focus-measure. Inf. Fusion 35, 81\u2013101 (2017)","journal-title":"Inf. Fusion"},{"issue":"C","key":"59_CR9","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1016\/j.neucom.2016.07.039","volume":"216","author":"H Yin","year":"2016","unstructured":"Yin, H., Li, Y., Chai, Y., et al.: A novel sparse-representation-based multi-focus image fusion approach. Neurocomputing 216(C), 216\u2013229 (2016)","journal-title":"Neurocomputing"},{"key":"59_CR10","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1016\/j.bspc.2017.02.005","volume":"34","author":"JJ Zong","year":"2017","unstructured":"Zong, J.J., Qiu, T.S.: Medical image fusion based on sparse representation of classified image patches. Biomed. Sig. Process. Control 34, 195\u2013205 (2017)","journal-title":"Biomed. Sig. Process. Control"},{"key":"59_CR11","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1016\/j.infrared.2017.04.018","volume":"83","author":"CH Liu","year":"2017","unstructured":"Liu, C.H., Qi, Y., Ding, W.R.: Infrared and visible image fusion method based on saliency detection in sparse domain. Infrared Phys. Technol. 83, 94\u2013102 (2017)","journal-title":"Infrared Phys. Technol."},{"issue":"99","key":"59_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/LSP.2016.2517020","volume":"PP","author":"Y Liu","year":"2016","unstructured":"Liu, Y., Chen, X., Ward, R., et al.: Image fusion with convolutional sparse representation. IEEE Sig. Process. Lett. PP(99), 1 (2016)","journal-title":"IEEE Sig. Process. Lett."},{"issue":"99","key":"59_CR13","first-page":"1","volume":"PP","author":"R Gao","year":"2017","unstructured":"Gao, R., Vorobyov, S., Zhao, H.: Image fusion with cosparse analysis operator. IEEE Sig. Process. Lett. PP(99), 1 (2017)","journal-title":"IEEE Sig. Process. Lett."},{"key":"59_CR14","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.inffus.2016.12.001","volume":"36","author":"Y Liu","year":"2017","unstructured":"Liu, Y., Chen, X., Peng, H., Wang, Z.: Multi-focus image fusion with a deep convolutional neural network. Inf. Fusion 36, 191\u2013207 (2017)","journal-title":"Inf. Fusion"},{"key":"59_CR15","unstructured":"Liu, G., Lin, Z., Yu, Y.: Robust subspace segmentation by low-rank representation. In: The 27th International Conference on Machine Learning (2010)"},{"key":"59_CR16","doi-asserted-by":"publisher","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","volume":"54","author":"M Aharon","year":"2006","unstructured":"Aharon, M., Elad, M., Bruckstein, A.: rmK-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. IEEE Trans. Sig. Process. 54, 4311\u20134322 (2006)","journal-title":"IEEE Trans. Sig. Process."},{"key":"59_CR17","unstructured":"Ludwig, O., Delgado, D., Goncalves, V., et al.: Trainable classifier-fusion schemes: an application to pedestrian detection. In: International IEEE Conference on Intelligent Transportation Systems, pp. 1\u20136. IEEE (2009)"},{"key":"59_CR18","first-page":"1","volume":"9","author":"BK Shreyamsha Kumar","year":"2013","unstructured":"Shreyamsha Kumar, B.K.: Image fusion based on pixel significance using cross bilateral filter. Sig. Image Video Process. 9, 1\u201312 (2013)","journal-title":"Sig. Image Video Process."},{"key":"59_CR19","doi-asserted-by":"publisher","first-page":"1125","DOI":"10.1007\/s11760-012-0361-x","volume":"7","author":"BK Shreyamsha Kumar","year":"2013","unstructured":"Shreyamsha Kumar, B.K.: Multifocus and multispectral image fusion based on pixel significance using discrete cosine harmonic wavelet transform. Sig. Image Video Process. 7, 1125\u20131143 (2013)","journal-title":"Sig. Image Video Process."}],"container-title":["Lecture Notes in Computer Science","Image and Graphics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-71607-7_59","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,9]],"date-time":"2022-01-09T01:19:37Z","timestamp":1641691177000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-71607-7_59"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319716060","9783319716077"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-71607-7_59","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"30 December 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIG","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Image and Graphics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Shanghai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 September 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icig2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/10times.com\/icig-sa","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}