{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T05:21:44Z","timestamp":1775712104307,"version":"3.50.1"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,2,4]],"date-time":"2015-02-04T00:00:00Z","timestamp":1423008000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2017,2]]},"DOI":"10.1007\/s00530-015-0453-x","type":"journal-article","created":{"date-parts":[[2015,2,3]],"date-time":"2015-02-03T07:19:48Z","timestamp":1422947988000},"page":"105-117","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Image feature detection algorithm based on the spread of Hessian source"],"prefix":"10.1007","volume":"23","author":[{"given":"Zhu","family":"Shunzhi","sequence":"first","affiliation":[]},{"given":"Liu","family":"Lizhao","sequence":"additional","affiliation":[]},{"given":"Chen","family":"Si","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,2,4]]},"reference":[{"issue":"5","key":"453_CR1","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1007\/BF00336961","volume":"50","author":"J Koenderink","year":"1984","unstructured":"Koenderink, J.: The structure of images. Biol. Cybern. 50(5), 363\u2013370 (1984)","journal-title":"Biol. Cybern."},{"issue":"1","key":"453_CR2","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1016\/j.imavis.2009.04.019","volume":"28","author":"J Ng","year":"2010","unstructured":"Ng, J., Clay, S.T., Barman, S.A., et al.: Maximum likelihood estimation of vessel parameters from scale space analysis. Image Vis. Comput. 28(1), 55\u201363 (2010)","journal-title":"Image Vis. Comput."},{"key":"453_CR3","doi-asserted-by":"crossref","unstructured":"Marimon, D., Bonnin, A., Adamek, T., et al.: DARTs: Efficient scale-space extraction of DAISY keypoints, 2010 IEEE Conference on Computer Vision and Pattern Recognition, pp. 2416\u20132423 (2010)","DOI":"10.1109\/CVPR.2010.5539936"},{"key":"453_CR4","doi-asserted-by":"crossref","unstructured":"Badura, S., Folt\u00e1n, S.: Advanced scale-space, invariant, low detailed feature recognition from images-car brand recognition, 2010 International Multiconference on Computer Science and Information Technology, pp. 19\u201323 (2010)","DOI":"10.1109\/IMCSIT.2010.5679924"},{"issue":"5","key":"453_CR5","first-page":"751","volume":"36","author":"BF Chen","year":"2005","unstructured":"Chen, B.F., Cai, Z.X.: Harris corner detection based on theory of scale-space. Zhongnan Daxue Xuebao (Ziran Kexue Ban)\/J Central South Univ (Sci Technol) 36(5), 751\u2013754 (2005)","journal-title":"Zhongnan Daxue Xuebao (Ziran Kexue Ban)\/J Central South Univ (Sci Technol)"},{"issue":"7","key":"453_CR6","first-page":"1626","volume":"32","author":"YX Wang","year":"2010","unstructured":"Wang, Y.X., Zhang, Y.J., Wang, X.H.: Mean-shift object tracking through 4-D scale space. J Electron Inf Technol 32(7), 1626\u20131632 (2010)","journal-title":"J Electron Inf Technol"},{"key":"453_CR7","unstructured":"Hessian introduction and destructions. http:\/\/blog.csdn.net\/forevercnet\/article\/details\/6951870 , 2011-11-09"},{"key":"453_CR8","unstructured":"Weickert, J.: Scale-space properties of nonlinear diffusion filtering with a diffusion tensor, Report No. 110, Laboratory of Technomathematics, University Of Kaiserslautern, Germany, pp. 1\u201329 (1994)"},{"key":"453_CR9","doi-asserted-by":"crossref","unstructured":"Barrera, F., Lumbreras, F., Sappa, A.D.: Multimodal template matching based on gradient and mutual information using scale-space, 17th IEEE International Conference on Image Processing, pp. 2749\u20132752 (2010)","DOI":"10.1109\/ICIP.2010.5653815"},{"key":"453_CR10","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1007\/978-1-4612-1836-4_4","volume-title":"A multiscale geometric model of human vision. The perception of visual information","author":"BMTH Romeny","year":"1997","unstructured":"Romeny, B.M.T.H., Florack, L.: A multiscale geometric model of human vision. The perception of visual information, pp. 87\u2013126. Springer, New York (1997)"},{"key":"453_CR11","doi-asserted-by":"crossref","unstructured":"Tapu, R., Zaharia,T., Preteux, F.: A scale-space filtering-based shot detection algorithm, 2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, pp. 919\u2013923 (2010)","DOI":"10.1109\/EEEI.2010.5661943"},{"key":"453_CR12","doi-asserted-by":"crossref","unstructured":"Lixin, J., Huini, W., Yulong, C.: Research on Super Resolution Reconstruction Based on Scale Space, 2010 International Forum on Information Technology and Applications, pp. 92\u201395 (2010)","DOI":"10.1109\/IFITA.2010.251"},{"issue":"1","key":"453_CR13","doi-asserted-by":"crossref","first-page":"179","DOI":"10.4310\/CMS.2006.v4.n1.a7","volume":"4","author":"M Burger","year":"2006","unstructured":"Burger, M., Gilboa, G., Osher, S., et al.: Nonlinear inverse scale space methods. Commun Math Sci 4(1), 179\u2013212 (2006)","journal-title":"Commun Math Sci"},{"key":"453_CR14","doi-asserted-by":"crossref","unstructured":"Lakemond, R., Fookes, C., Sridharan, S.: Affine adaptation of local image features using the Hessian matrix, Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, pp. 496\u2013501 (2009)","DOI":"10.1109\/AVSS.2009.8"},{"key":"453_CR15","unstructured":"Ming, L.: Research On Algorithm Of Head Detection Based On Curvature Scale Space, Hunan University, pp. 112\u2013113 (2010)"},{"key":"453_CR16","doi-asserted-by":"crossref","unstructured":"Kapsalas , P., Kollias, S.: Shape-stable region boundary extraction via affine morphological scale space, International conference on Multimedia, pp. 1215\u20131218 (2010)","DOI":"10.1145\/1873951.1874190"},{"key":"453_CR17","unstructured":"Liu, L.: Research on Image Feature Detection Method Based on Heat Source Scale Space Theory, Xiamen University, pp. 101\u2013103 (2011)"},{"issue":"1","key":"453_CR18","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1023\/B:VISI.0000027790.02288.f2","volume":"60","author":"K Mikolajczyk","year":"2004","unstructured":"Mikolajczyk, K., Schmid, C.: Scale and affine invariant interest point detectors. Int. J. Comput. Vision 60(1), 63\u201386 (2004)","journal-title":"Int. J. Comput. Vision"},{"issue":"7","key":"453_CR19","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1109\/34.56205","volume":"12","author":"P Perona","year":"1990","unstructured":"Perona, P., Malik, J.: Scale-space and edge detection using anisotropic diffusion. IEEE Trans. Pattern Anal. Mach. Intell. 12(7), 629\u2013639 (1990)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"453_CR20","doi-asserted-by":"crossref","unstructured":"Liu, X., Wang, C., Yao, H., Zhang, L.: The scale of edges, IEEE Conference on Computer Vision and Pattern Recognition, pp. 462\u2013269 (2012)","DOI":"10.1109\/CVPR.2012.6247709"},{"issue":"12","key":"453_CR21","doi-asserted-by":"crossref","first-page":"5071","DOI":"10.1109\/TIP.2013.2278465","volume":"22","author":"L Zhang","year":"2013","unstructured":"Zhang, L., Han, Y., Yang, Y., Song, M., Yan, S., Tian, Q.: Discovering discriminative graphlets for aerial image categories recognition. IEEE Trans. Image Process. 22(12), 5071\u20135084 (2013)","journal-title":"IEEE Trans. Image Process."},{"issue":"9","key":"453_CR22","doi-asserted-by":"crossref","first-page":"4150","DOI":"10.1109\/TIP.2014.2344433","volume":"23","author":"L Zhang","year":"2014","unstructured":"Zhang, L., Yang, Y., Gao, Y., Yu, Y., Wang, C., Li, X.: A probabilistic associative model for segmenting weakly supervised images. IEEE Trans. Image Process. 23(9), 4150\u20134159 (2014)","journal-title":"IEEE Trans. Image Process."},{"key":"453_CR23","doi-asserted-by":"crossref","unstructured":"Zhang, L., Gao, Y., Xia, Y., Dai, Q., Li, X.: A fine-grained image categorization system by cellet-encoded spatial pyramid modeling, IEEE Transactions on Industrial Electronics, accepted (2014)","DOI":"10.1109\/TIE.2014.2327558"},{"issue":"8","key":"453_CR24","doi-asserted-by":"crossref","first-page":"1408","DOI":"10.1109\/TCYB.2013.2285219","volume":"44","author":"L Zhang","year":"2014","unstructured":"Zhang, L., Gao, Y., Hong, C., Feng, Y., Zhu, J., Cai, D.: Feature correlation hypergraph: exploiting high-order potentials for multimodal recognition. IEEE Trans. Cybern. 44(8), 1408\u20131419 (2014)","journal-title":"IEEE Trans. Cybern."},{"key":"453_CR25","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/j.ins.2013.08.020","volume":"254","author":"L Zhang","year":"2014","unstructured":"Zhang, L., Song, M., Liu, X., Sun, L., Chen, C., Bu, J.: Recognizing architecture styles by hierarchical sparse coding of blocklets. Inf. Sci. 254, 141\u2013154 (2014)","journal-title":"Inf. Sci."},{"issue":"6","key":"453_CR26","doi-asserted-by":"crossref","first-page":"1597","DOI":"10.1016\/j.sigpro.2012.05.012","volume":"93","author":"L Zhang","year":"2013","unstructured":"Zhang, L., Song, M., Liu, X., Bu, J., Chen, C.: Fast multi-view segment graph kernel for object classification. Sig. Process. 93(6), 1597\u20131607 (2013)","journal-title":"Sig. Process."},{"issue":"2","key":"453_CR27","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1109\/TMM.2013.2293424","volume":"16","author":"L Zhang","year":"2014","unstructured":"Zhang, L., Gao, Y., Xia, Y., Lu, K., Shen, J., Ji, R.: Representative discovery of structure cues for weakly-supervised image segmentation. IEEE Trans. Multimedia 16(2), 470\u2013479 (2014)","journal-title":"IEEE Trans. Multimedia"}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-015-0453-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00530-015-0453-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-015-0453-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-015-0453-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,18]],"date-time":"2025-05-18T06:48:55Z","timestamp":1747550935000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00530-015-0453-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,2,4]]},"references-count":27,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,2]]}},"alternative-id":["453"],"URL":"https:\/\/doi.org\/10.1007\/s00530-015-0453-x","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,2,4]]}}}