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1、分類號TP957學(xué)號14040075ＵＤＣ密級公開工學(xué)碩士學(xué)位論文基于卷積神經(jīng)網(wǎng)絡(luò)的SAR圖像目標(biāo)識別碩士生姓名田壯壯學(xué)科專業(yè)信息與通信工程研究方向雷達(dá)信息處理與目標(biāo)識別技術(shù)指導(dǎo)教師張軍研究員國防科學(xué)技術(shù)大學(xué)研究生院二〇一六年十一月SARImagesRecognitionBasedonConvolutionalNeuralNetworkCandidate：TianZhuangzhuangAdvisor：ZhangJunAdissertationSubmittedinpartialfulfillmentoftherequirementsforthede
2、greeofMasterofEngineeringinInformationandCommunicationEngineeringGraduateSchoolofNationalUniversityofDefenseTechnologyChangsha，Hunan，P.R.China（November，2016）國防科學(xué)技術(shù)大學(xué)研究生院碩士學(xué)位論文目錄摘要...................................................................................................
3、..............iABSTRACT........................................................................................................ii第一章緒論......................................................................................................11.1研究背景及意義...............................
4、..............................................................11.2國內(nèi)外研究現(xiàn)狀與發(fā)展趨勢.........................................................................31.2.1SAR圖像目標(biāo)識別技術(shù)發(fā)展現(xiàn)狀........................................................31.2.2卷積神經(jīng)網(wǎng)絡(luò)發(fā)展及應(yīng)用.................................
5、...................................41.3本文主要工作及內(nèi)容安排.............................................................................4第二章卷積神經(jīng)網(wǎng)絡(luò)基本理論.........................................................................72.1引言..........................................................
6、.......................................................72.2神經(jīng)網(wǎng)絡(luò)基本理論.........................................................................................72.2.1神經(jīng)元建模............................................................................................72.2.2網(wǎng)絡(luò)結(jié)構(gòu)的搭建......
7、............................................................................102.2.3數(shù)據(jù)預(yù)處理及權(quán)值初始化..................................................................122.3卷積神經(jīng)網(wǎng)絡(luò)理論.......................................................................................132.3.1卷積層........
8、......................................................
