{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T05:41:27Z","timestamp":1757310087968,"version":"3.37.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319736020"},{"type":"electronic","value":"9783319736037"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-73603-7_19","type":"book-chapter","created":{"date-parts":[[2018,1,12]],"date-time":"2018-01-12T04:13:02Z","timestamp":1515730382000},"page":"229-240","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Font Recognition in Natural Images via Transfer Learning"],"prefix":"10.1007","author":[{"given":"Yizhi","family":"Wang","sequence":"first","affiliation":[]},{"given":"Zhouhui","family":"Lian","sequence":"additional","affiliation":[]},{"given":"Yingmin","family":"Tang","sequence":"additional","affiliation":[]},{"given":"Jianguo","family":"Xiao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,1,13]]},"reference":[{"key":"19_CR1","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems, pp. 1097\u20131105 (2012)"},{"key":"19_CR2","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. arXiv preprint \narXiv:1409.1556\n\n (2014)"},{"key":"19_CR3","doi-asserted-by":"crossref","unstructured":"Girshick, R., Donahue, J., Darrell, T., Malik, J.: Rich feature hierarchies for accurate object detection and semantic segmentation. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 580\u2013587 (2014)","DOI":"10.1109\/CVPR.2014.81"},{"key":"19_CR4","doi-asserted-by":"crossref","unstructured":"Girshick, R.: Fast R-CNN. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 1440\u20131448 (2015)","DOI":"10.1109\/ICCV.2015.169"},{"key":"19_CR5","unstructured":"Ren, S., He, K., Girshick, R., Sun, J.: Faster R-CNN: towards real-time object detection with region proposal networks. In: Advances in Neural Information Processing Systems, pp. 91\u201399 (2015)"},{"key":"19_CR6","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1109\/TPAMI.1987.4767881","volume":"1","author":"F Kimura","year":"1987","unstructured":"Kimura, F., Takashina, K., Tsuruoka, S., Miyake, Y.: Modified quadratic discriminant functions and the application to Chinese character recognition. IEEE Trans. Pattern Anal. Mach. Intell. 1, 149\u2013153 (1987)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"2","key":"19_CR7","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1109\/TPAMI.2007.26","volume":"29","author":"X Ding","year":"2007","unstructured":"Ding, X., Chen, L., Wu, T.: Character independent font recognition on a single Chinese character. IEEE Trans. Pattern Anal. Mach. Intell. 29(2), 195\u2013204 (2007)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"5","key":"19_CR8","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1016\/j.patrec.2009.10.015","volume":"31","author":"SB Moussa","year":"2010","unstructured":"Moussa, S.B., Zahour, A., Benabdelhafid, A., Alimi, A.M.: New features using fractal multi-dimensions for generalized Arabic font recognition. Pattern Recogn. Lett. 31(5), 361\u2013371 (2010)","journal-title":"Pattern Recogn. Lett."},{"issue":"2","key":"19_CR9","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1016\/j.patrec.2012.09.012","volume":"34","author":"F Slimane","year":"2013","unstructured":"Slimane, F., Kanoun, S., Hennebert, J., Alimi, A.M., Ingold, R.: A study on font-family and font-size recognition applied to Arabic word images at ultra-low resolution. Pattern Recogn. Lett. 34(2), 209\u2013218 (2013)","journal-title":"Pattern Recogn. Lett."},{"key":"19_CR10","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.neucom.2013.09.044","volume":"129","author":"D Tao","year":"2014","unstructured":"Tao, D., Jin, L., Zhang, S., Yang, Z., Wang, Y.: Sparse discriminative information preservation for Chinese character font categorization. Neurocomputing 129, 159\u2013167 (2014)","journal-title":"Neurocomputing"},{"key":"19_CR11","doi-asserted-by":"crossref","unstructured":"Chen, G., Yang, J., Jin, H., Brandt, J., Shechtman, E., Agarwala, A., Han, T.X.: Large-scale visual font recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3598\u20133605 (2014)","DOI":"10.1109\/CVPR.2014.460"},{"key":"19_CR12","doi-asserted-by":"crossref","unstructured":"Song, W., Lian, Z., Tang, Y., Xiao, J.: Content-independent font recognition on a single Chinese character using sparse representation. In: 2015 13th International Conference on Document Analysis and Recognition (ICDAR), pp. 376\u2013380. IEEE (2015)","DOI":"10.1109\/ICDAR.2015.7333787"},{"key":"19_CR13","doi-asserted-by":"crossref","unstructured":"Wang, Z., Yang, J., Jin, H., Shechtman, E., Agarwala, A., Brandt, J., Huang, T.S.: Deepfont: identify your font from an image. In: Proceedings of the 23rd ACM International Conference on Multimedia, pp. 451\u2013459. ACM (2015)","DOI":"10.1145\/2733373.2806219"},{"issue":"3","key":"19_CR14","doi-asserted-by":"crossref","first-page":"756","DOI":"10.1109\/TCYB.2015.2414920","volume":"46","author":"D Tao","year":"2016","unstructured":"Tao, D., Lin, X., Jin, L., Li, X.: Principal component 2-D long short-term memory for font recognition on single Chinese characters. IEEE Trans. Cybern. 46(3), 756\u2013765 (2016)","journal-title":"IEEE Trans. Cybern."},{"key":"19_CR15","doi-asserted-by":"crossref","unstructured":"Gupta, A., Vedaldi, A., Zisserman, A.: Synthetic data for text localisation in natural images. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2315\u20132324 (2016)","DOI":"10.1109\/CVPR.2016.254"},{"key":"19_CR16","doi-asserted-by":"crossref","unstructured":"Arbel\u00e1ez, P., Pont-Tuset, J., Barron, J.T., Marques, F., Malik, J.: Multiscale combinatorial grouping. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 328\u2013335 (2014)","DOI":"10.1109\/CVPR.2014.49"},{"key":"19_CR17","doi-asserted-by":"crossref","unstructured":"Liu, F., Shen, C., Lin, G.: Deep convolutional neural fields for depth estimation from a single image. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 5162\u20135170 (2015)","DOI":"10.1109\/CVPR.2015.7299152"},{"key":"19_CR18","doi-asserted-by":"crossref","unstructured":"P\u00e9rez, P., Gangnet, M., Blake, A.: Poisson image editing. ACM Trans. Graph. (TOG) 22, 313\u2013318 (2003). ACM","DOI":"10.1145\/882262.882269"},{"issue":"1","key":"19_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11263-015-0823-z","volume":"116","author":"M Jaderberg","year":"2016","unstructured":"Jaderberg, M., Simonyan, K., Vedaldi, A., Zisserman, A.: Reading text in the wild with convolutional neural networks. Int. J. Comput. Vis. 116(1), 1\u201320 (2016)","journal-title":"Int. J. Comput. Vis."},{"key":"19_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1007\/978-3-319-46484-8_4","volume-title":"Computer Vision \u2013 ECCV 2016","author":"Z Tian","year":"2016","unstructured":"Tian, Z., Huang, W., He, T., He, P., Qiao, Y.: Detecting text in natural image with connectionist text proposal network. In: Leibe, B., Matas, J., Sebe, N., Welling, M. (eds.) ECCV 2016. LNCS, vol. 9912, pp. 56\u201372. Springer, Cham (2016). \nhttps:\/\/doi.org\/10.1007\/978-3-319-46484-8_4"}],"container-title":["Lecture Notes in Computer Science","MultiMedia Modeling"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-73603-7_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,1,12]],"date-time":"2018-01-12T04:21:16Z","timestamp":1515730876000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-73603-7_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319736020","9783319736037"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-73603-7_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}