基于图像的水面漂浮物检测研究与实现开题报告

1. 研究目的与意义

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2. 研究内容和预期目标

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3. 研究的方法与步骤

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4. 参考文献

p b[1]/b鏈辫壋濡?鍩轰簬瑙嗚鍒嗘瀽鐨勬渤閬撴紓娴墿妫€娴嬩笌璺熻釜鏂规硶鐮旂┒[D].娴欐睙澶у,2021./pp b[2]/b楂樺己.鍩轰簬娣卞害瀛︿範鐨勬渤閬撴按闈㈡紓娴墿妫€娴嬬爺绌禰J].鐢靛瓙鎶€鏈笌杞欢宸ョ▼,2021(18):127-128./pp b[3]/bZailanNur Athirah,Azizan Muhammad Mokhzaini,Hasikin Khairunnisa,Mohd Khairuddin AnisSalwa,Khairuddin Uswah. An automated solid waste detection using the optimizedYOLO model for riverine management [J]. Frontiers in Public Health,2022,10: 907280-907280.b/b /pp b[4]/b寮犻Θ鏈堬紝楂樺崈绾?闂噾娉?绾亾鏂岋紝缃楃帀绾?涓夊场姘村簱杩戝潩娈垫按闈㈡紓娴墿瀵规按璐ㄧ殑褰卞搷[J].婀栨硦绉戝, 2020, 32(03): 609-618.b/b /pp b[5]/b渚坊. 鍩轰簬鏅鸿兘瑙嗚绠楁硶鐨勬渤閬撴紓娴墿妫€娴媅D].娴欐睙澶у,2022./pp b[6] /b钄¤幑锛屽攼绁ョ敨,钂嬫枃绉€.娌抽亾婕傛诞鐗╁宸ョ▼褰卞搷鍙婄爺绌剁幇鐘禰J].闀挎睙绉戝闄㈡姤, 2013,30(08): 84-89./pp b[7] /b鏇炬枃闈? 鍩轰簬鍏夎瑙夌殑鏃犱汉鑹囨按闈㈢洰鏍囨娴嬩笌璺熻釜鐮旂┒[D].鍝堝皵婊ㄥ伐绋嬪ぇ瀛?2013./pp b[8] /b鏉庢．娴?鍩轰簬鐗瑰緛铻嶅悎鐨勫皬鍨嬫按鍩熸紓娴墿璇嗗埆鏂规硶鐮旂┒涓庡疄鐜癧D].閲嶅簡閭數澶у,2019.b/b /pp b[9] /b闆锋潕涔?鍩轰簬娣卞害瀛︿範鐨勬按闈㈡紓娴墿鐩爣妫€娴嬪強鍒嗘瀽[D].骞胯タ澶у, 2019./pp b[10]/b Rout D K, Subudhi B N, Veerakumar T,et al. Spatio-contextual Gaussian mixture model for local change detection inunderwater video[J]. Expert Systems with Applications, 2018, 97: 117-136.b/b /pp b[11] /b鐗涘煿鏂?鍩轰簬鑳屾櫙宸垎鐨勬按闈㈡紓娴墿鏅鸿兘鐩戞帶鎶€鏈爺绌禰D].鍗椾含:鍗椾含閭數澶у, 2020.b/b /pp b[12] /b璐烘檽鍊?lt;span./span姘撮潰婕傛诞鐗╃洰鏍囨娴嬬畻娉曠殑鐮旂┒涓庤璁?lt;span[D]./span瑗垮畨宸ヤ笟澶уspan,/span2022.b/b /pp b[13] /b鍞愬皬鏁忥紝鑸掕繙浠茬瓑.鍩轰簬SSD娣卞害缃戠粶鐨勬渤閬撴紓娴墿妫€娴嬫妧鏈爺绌禰J].璁＄畻鏈烘妧鏈笌鍙戝睍锛?020, 30 (09): 154-158.b/b /pp b[14] /b鏉庡浗杩涳紝濮氬啲瀹滐紝鑹剧煫鐕曪紝鏄撴辰浠侊紝闆锋潕涔?鍩轰簬鏀硅繘Faster R-CNN鐨勬按闈㈡紓娴墿璇嗗埆涓庡畾浣峓J].淇￠槼甯堣寖瀛﹂櫌瀛︽姤(鑷劧绉戝鐗?, 2021, 34 (02): 292-299./pp b[15] /b閭规枌锛岃挷涓滃叺锛岄檲鏅哄己锛屽瓩鑻卞.span /span鍩轰簬 SSC锛峉iamMask 鐨勫姩鎬佺洰鏍囪窡韪郴缁焄J].闀挎槬甯堣寖澶у瀛︽姤锛?022锛?1(10):47-53./pp b[16] /b姹熸澃span,/span鏉庡垰span./span娌虫祦婕傛诞鐗╃殑鑷姩鐩戞祴鏂规硶鐮旂┒span[J]./span浜烘皯榛勬渤span,/span2010,32(11):49-50./p

5. 计划与进度安排

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