·556· 智能系统学报 第13卷 recognition[C]//Proceedings of 2017 IEEE International use/land cover classification from Landsat TM imagery Conference on Acoustics,Speech and Signal Processing. [).Remote sensing,2009,1(3:243-265. New Orleans,USA,2017:2971-2975. [19]NA Xiaodong,ZANG Shuying,LIU Lei,et al.Wetland [14]李彦冬，郝宗波，雷航.卷积神经网络研究综述[】.计算 mapping in the Zhalong National Natural Reserve,China, 机应用，2016,36(9)：2508-2515. using optical and radar imagery and topographical data[J]. LI Yandong,HAO Zongbo,LEI Hang.Survey of convo- Journal of applied remote sensing,2013,7(1):073554. lutional neural network[J].Journal of computer applica- [20]SHARMA A,LIU Xiuwen,YANG Xiaojun,et al.A tions,2016,36(9:2508-2515. patch-based convolutional neural network for remote [15]KRIZHEVSKY A,SUTSKEVER I,HINTON G E.Im- sensing image classification[J].Neural networks,2017, ageNet classification with deep convolutional neural net- 95:19-28. works[J].Communications of the ACM,2017,60(6): 作者简介： 84-90. 李亚飞，男，1992年生，硕土研究 [16]HARALICK R M.SHANMUGAM K.DINSTEIN I. 生，主要研究方向为深度学习。 Texture features for image classification[J].IEEE transac- tions on systems,man and cybernetics,1973,3(6): 610-621 [17刀张策，臧淑英，金竺，等.基于支持向量机的扎龙湿地遥 感分类研究J.湿地科学，2011,9(3)：263-269 ZHANG Ce,ZANG Shuying,JIN Zhu,et al.Remote 董红斌，男，1963年生，教授，博 sensing classification for Zhalong Wetlands based on sup- 土生导师，主要研究方向计算智能、机 器学习、数据挖掘和多Agent系统。 port vector machine[J].Wetland science,2011,9(3): 263-269. [18]YUAN H.VAN DER WIELE C F.KHORRAM S.An Automated artificial neural network system for landrecognition[C]//Proceedings of 2017 IEEE International Conference on Acoustics, Speech and Signal Processing. New Orleans, USA, 2017: 2971–2975. 李彦冬, 郝宗波, 雷航. 卷积神经网络研究综述[J]. 计算 机应用, 2016, 36(9): 2508–2515. LI Yandong, HAO Zongbo, LEI Hang. Survey of convo￾lutional neural network[J]. Journal of computer applica￾tions, 2016, 36(9): 2508–2515. [14] KRIZHEVSKY A, SUTSKEVER I, HINTON G E. Im￾ageNet classification with deep convolutional neural net￾works[J]. Communications of the ACM, 2017, 60(6): 84–90. [15] HARALICK R M, SHANMUGAM K, DINSTEIN I. Texture features for image classification[J]. IEEE transac￾tions on systems, man and cybernetics, 1973, 3(6): 610–621. [16] 张策, 臧淑英, 金竺, 等. 基于支持向量机的扎龙湿地遥 感分类研究[J]. 湿地科学, 2011, 9(3): 263–269. ZHANG Ce, ZANG Shuying, JIN Zhu, et al. Remote sensing classification for Zhalong Wetlands based on sup￾port vector machine[J]. Wetland science, 2011, 9(3): 263–269. [17] YUAN H, VAN DER WIELE C F, KHORRAM S. An Automated artificial neural network system for land [18] use/land cover classification from Landsat TM imagery [J]. Remote sensing, 2009, 1(3): 243–265. NA Xiaodong, ZANG Shuying, LIU Lei, et al. Wetland mapping in the Zhalong National Natural Reserve, China, using optical and radar imagery and topographical data[J]. Journal of applied remote sensing, 2013, 7(1): 073554. [19] SHARMA A, LIU Xiuwen, YANG Xiaojun, et al. A patch-based convolutional neural network for remote sensing image classification[J]. Neural networks, 2017, 95: 19–28. [20] 作者简介： 李亚飞，男，1992 年生，硕士研究 生，主要研究方向为深度学习。 董红斌，男，1963 年生，教授，博 士生导师，主要研究方向计算智能、机 器学习、数据挖掘和多 Agent 系统。 ·556· 智 能 系 统 学 报 第 13 卷