[1] Berg T, Liu Jiangxin, Lee S W, et al. Birdsnap: Large-scale fine-grained visual categorization of birds[C]// 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society, 2014:2019-2026.
[2] Lin Yuanqing, Zhu Shenghuo, Angelova A. Image segmentation for large-scale subcategory flower recognition[C]// 2013 IEEE Workshop on Applications of Computer Vision (WACV). IEEE Computer Society, 2013:39-45.
[3] Rodner E, Simon M, Brehm G, et al. Fine-grained recognition datasets for biodiversity analysis[J]. arXiv Preprint arXiv:1507.00913,2015.
[4] Goering C, Rodner E, Freytag A, et al. Nonparametric part transfer for fine-grained recognition[C]// 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2014:2489-2496.
[5] Wah C, Branson S, Welinder P, et al. The Caltech-UCSD Birds-200-2011 Dataset[DB/OL]. http://authors.library.caltech.edu/27452/1/CUB_200_2011.pdf, 2011-07-01.
[6] Zhang Ning, Donahue J, Girshick R, et al. Part-based R-CNNs for fine-grained category detection[J]. Lecture Notes in Computer Science, 2014, 8689:834-849.
[7] Xiao Tianjun, Xu Yichong, Yang Kuiyuan, et al. The application of two-level attention models in deep convolutional neural network for finegrained image classification[C]// Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015:842-850.
[8] Krause J, Gebru T, Deng Jia, et al. Learning Features and Parts for Fine-Grained Recognition[C]// 2014 22nd International Conference on Pattern Recognition (ICPR). 2014:26-33.
[9] Simon M, Rodner E, Denzler J. Part Localization by Exploiting Deep Convolutional Networks[DB/OL]. https://filebox.ece.vt.edu/~parikh/PnA2014/posters/Posters/SimonPnA2014.pdf, 2017-03-13.
[10]Simon M, Rodner E, Denzler J. Part detector discovery in deep convolutional neural networks[C]// Asian Conference on Computer Vision(ACCV 2014). 2014:162-177.
[11]Galleguillos C, Belongie S. Context based object categorization: A critical survey[J]. Computer Vision & Image Understanding, 2010,114(6):712-722.
[12]Berg T, Belhumeur P N. POOF: Part-based one-vs.-one features for fine-grained categorization, face verification, and attribute estimation[C]// 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR2013). 2013:955-962.
[13]Singh S, Gupta A, Efros A A. Unsupervised discovery of mid-level discriminative patches[C]// Proceedings of the 12th European Conference on Computer Vision(ECCV 2012). 2012:73-86.
[14]Freytag A, Rodner E, Darrell T, et al. Exemplar-specific patch features for fine-grained recognition[C]// German Conference on Pattern Recognition. 2014:144-156.
[15]Krause J, Jin Hailin, Yang Jianchao, et al. Fine-grained recognition without part annotations[C]// Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015:5546-5555.
[16] Deng Jia, Krause J, Li Feifei. Fine-grained crowdsourcing for fine-grained recognition[C]// IEEE Conference on Computer Vision & Pattern Recognition. 2013:580-587.
[17]Darrell T, Huang Chang, Jia Yangqing. Beyond spatial pyramids: Receptive field learning for pooled image features[C]// IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2012:3370-3377.
[18]Bo Liefeng, Ren Xiaofeng, Fox D. Kernel descriptors for visual recognition[C]// Advances in Neural Information Processing Systems. 2010:1-9.
[19]Dalal N, Triggs B. Histograms of oriented gradients for human detection[C]// IEEE Computer Society Conference on Computer Vision & Pattern Recognition. 2005:886-893.
[20]Ojala T, Pietikainen M, Harwood D. Performance evaluation of texture measures with classification based on Kullback discrimination of distributions[C]// IAPR International Conference on Pattern Recognition. 1994:582-585.
[21]Ojala T, Pietikainen M, Maenpaa T. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2002,24(7):971-987.
[22]Smith A R. Color gamut transform pairs[J]. ACM SIGGRAPH Computer Graphics, 1978,12(3):12-19.
[23] 加利福尼亚理工学院. CUB-200-2011[DB/OL]. http://www.doc88.com/p-9921674941119.html, 2017-03-17. |