[1] 张慧.基于内容的服装图像检索系统[D].广州:华南理工大学,2010:65-73. (ZHANG H. Content based clothing image retrieval system[D]. Guangzhou:South China University of Technology, 2010:65-73.) [2] 石纯一,黄昌宁,王家钦.人工智能原理[M].北京:清华大学出版社,1993:307,329-332. (SHI C Y, HUANG C N, WANG J Q. Artificial Intelligence Principle[M]. Beijing:Tsinghua University Press, 1993:307, 329-332.) [3] 周志华,王钰.机器学习及其应用[M].北京:清华大学出版社,2009:6-11. (ZHOU Z H, WANG Y. Machine Learning and Its Applications[J]. Beijing:Tsinghua University Press, 2009:6-11.) [4] LeCUN Y, KAVUKCUOGLU K, FARABET C. Convolutional networks and applications in vision[C]//Proceedings of the 2010 IEEE International Symposium on Circuits and Systems. Piscataway, NJ:IEEE, 2010:253-256. [5] 孙志军,薛磊,许阳明,等.深度学习研究综述[J].计算机应用研究,2012,29(8):2806-2810. (SUN Z J, XUE L, XU Y M, et al. Overview of deep learning[J]. Application Research of Computers, 2012, 29(8):2806-2810.) [6] LI F-F, IYER A, KOCH C, et al. What do we perceive in a glance of a real-world scene?[J]. Journal of Vision, 2007, 7(1):1-29. [7] LeCUN Y, BOTTOU L, BENGIO Y, et al. Gradient-based learning applied to document recongnition[J]. Proceedings of the IEEE, 1998, 86(11):2278-2324. [8] KRIZHEVSKY A, SUTSKEVER I, HINTON G E. Imagenet classification with deep convolutional neural networks[C]//NIPS'12:Proceedings of the 25th International Conference on Neural Information Processing Systems. Lake Tahoe, Nevada:Curran Associates Inc, 2012:1097-1105. [9] KIM K-J, PARK S-M, CHOI Y-J. Clothing identification based on edge information[C]//APSCC '08:Proceedings of the 2008 Asia-Pacific Services Computing Conference. Washington, DC:IEEE Computer Society, 2008:876-880. [10] HIDAYATI S C, YOU C-W, CHENG W-H, et al. Learning and recognition of clothing genres from full-body images[J]. IEEE Transactions on Cybernetics, 2017, 48(5):1647-1659. [11] LIU Z, LUO P, QIU S, et al. DeepFashion:powering robust clothes recognition and retrieval with rich annotations[C]//CVPR 2016:Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition. Washington, DC:IEEE Computer Society, 2016:1096-1104. [12] LUO X, XIONG Y. Exact clothing retrieval approach based on deep neural network[C]//Proceedings of the 2016 IEEE Information Technology, Networking, Electronic & Automation Control Conference. Piscataway, NJ:IEEE, 2016:396-400. [13] 刘万军,梁雪剑,曲海成.不同池化模型的卷积神经网络学习性能研究[J].中国图像图形学报,2016,21(9):1178-1190. (LIU W J, LIANG X J, QU H C. Convolution neural network learning performance of different pooling models[J]. Journal of Image and Graphics, 2016, 21(9):1178-1190.) [14] 马月梅,陈海英,刘国军.彩色图像质量评价的广义平均池化策略[J].激光与光电子学进展,2018,55(2):021007. (MA Y M, CHEN H Y, LIU G J. Generalized pooling strategy for color image quality evaluation[J]. Laser & Optoelectronics Progress, 2018, 55(2):021007.) [15] GIUSTI A, CIRESAN D C, MASCI J, et al. Fast image scanning with deep max-pooling convolutional neural networks[C]//Proceedings of the 2013 IEEE International Conference on Image Processing. Piscataway, NJ:IEEE, 2013:4034-4038. [16] 吴桂芳,林青松,孙秀明,等.基于小样本的神经网络参数优化选择方法[J].计算机应用,2008,28(7):1662-1664. (WU G F, LIN Q S, SUN X M et al. Neural network parameter optimization selection method based on small samples[J]. Journal of Computer Applications, 2008, 28(7):1662-1664.) [17] JIN L, LIANG H. Deep learning for underwater image recognition in small sample size situations[C]//Proceedings of the OCEANS 2017. Piscataway, NJ:IEEE, 2017:1-4. [18] THEWSUWAN S, HORIO K. Preprocessing techniques based on LBP and Gabor filters for clothing classification[C]//Proceedings of the 2016 International Symposium on Intelligent Signal Processing and Communication Systems. Piscataway, NJ:IEEE, 2016:1-6. [19] YAMAGUCHI K, KIAPOUR M H, ORTIZ L E, et al. Parsing clothing in fashion photographs[C]//Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition. Piscataway, NJ:IEEE, 2012:3570-3577. [20] YAMAGUCHI K, KIAPOUR M H, BERG T L. Paper doll parsing:retrieving similar styles to parse clothing items[C]//ICCV 2013:Proceedings of the 2013 IEEE International Conference on Computer Vision. Washington, DC:IEEE Computer Society, 2013:3519-3526. [21] SIMO-SERRA E, FIDDER S, MORENO-NOGUR F, et al. A high performance CRF model for clothes parsing[C]//ACCV 2014:Proceedings of the 2014 Asian Conference on Computer Vision, LNCS 9005. Cham:Springer, 2014:64-81. [22] LIU S, FENG J, DOMOKOS C, et al. Fashion parsing with weak color-category labels[J]. IEEE Transactions on Multimedia, 2014, 16(1):253-265. [23] YANG W, LUO P, LIN L. Clothing co-parsing by joint image segmentation and labeling[C]//CVPR 2014:Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition. Washington, DC:IEEE Computer Society, 2014:3182-3189. [24] EDGAR S-S, FIDDER S, MORENO-NOGUR F, et al. Neuroaesthetics in fashion:modeling the perception of beauty[C]//CVPR 2015:Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition. Washington, DC:IEEE Computer Society, 2015:869-877. [25] YAMAGUCHI K, BERG T L, ORTIZ L E. Chic or social:Visual popularity analysis in online fashion networks[C]//MM'14:Proceedings of the 22nd ACM International Conference on Multimedia. New York:ACM, 2014:773-776. |