基于机器视觉的危险驾驶行为检测方法及实现开题报告

1. 研究目的与意义

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2. 研究内容和预期目标

p style=text-indent:0.0000pt; 涓€銆?lt;b涓昏鐮旂┒鍐呭/b/pp style=text-indent:0.0000pt; nbsp;nbsp;nbsp;1銆佺爺绌跺嵄闄╅┚椹舵娴嬬郴缁熶腑娑夊強鍒扮殑鍏抽敭绠楁硶锛屽苟瀵圭畻娉曠殑宸ヤ綔鍘熺悊杩涜鍒嗘瀽锛屼负鍚庣画绯荤粺鐨勮棰樿璁℃彁渚涚悊璁哄熀纭€銆? /pp 2銆佹湰璇鹃璁捐鍥寸粫鐤插姵椹鹃┒妫€娴嬪拰鍒嗗績椹鹃┒璇嗗埆涓ゅぇ鍔熻兘鐨勫疄鐜帮紝瀵逛汉鑴告娴嬨€佷汉鐪煎畾浣嶄笌璺熻釜銆佺柌鍔抽┚椹跺垽瀹氱瓑鐩稿叧绠楁硶鐨勫疄鐜版祦绋嬭繘琛岀爺绌讹紝骞跺绠楁硶杩愯缁撴灉杩涜楠岃瘉銆? /pp nbsp;3銆佸疄鐜板熀浜庢満鍣ㄨ瑙夌殑椹鹃┒鍛樺嵄闄╅┚椹舵娴嬬殑GUI鐣岄潰銆? /pp style=text-indent:0.0000pt; 浜屻€?lt;b棰勬湡鐩爣/b/pp style=text-indent:0.0000pt; nbsp;nbsp;nbsp;1銆佸浘鍍忛澶勭悊锛屼汉鑴稿浘鍍忔竻鏅板彲杈紱/pp style=text-indent:0.0000pt; nbsp;nbsp;nbsp;2銆佽兘澶熸纭瘑鍒潰閮ㄥ櫒瀹橈紝鍒ゆ柇澶撮儴濮挎€? /pp style=text-indent:18.0000pt; 3銆佸埄鐢ㄦ牱鏈泦杩涜璁粌锛屽垱寤轰笓灞炶缁冮泦锛? /pp style=text-indent:0.0000pt; nbsp;nbsp;nbsp;4銆佸姣旂溂鐫涘拰鍢寸殑姝ｅ父寮€鍚堝昂瀵革紱/pp style=text-indent:0.0000pt; nbsp;nbsp;nbsp;5銆佸湪椹鹃┒鐜鑹ソ鐨勬儏鍐典笅锛屽椹鹃┒浜哄憳杩涜鑷姩璇嗗埆锛? /p

3. 研究的方法与步骤

p style=text-indent:0.0000pt; 鐮旂┒鏂规硶锛? /pp 1銆侀噰鐢ㄧ洿鏂瑰浘鍧囪　鍖栧浜鸿劯鍥惧儚杩涜棰勫鐞嗭紱/pp 2銆侀噰鐢ㄧ缁忕綉缁滄繁搴﹀涔犻€氳繃娆ф媺瑙掓潵鍒ゆ柇浜哄ご閮ㄥЭ鎬佷粠鑰屾娴嬮┚椹跺憳鏄惁杞ご锛? /pp 3銆?lt;span閲囩敤浜鸿劯/span68鍏抽敭鐐瑰浜虹溂浜哄槾杩涜鎷熷悎锛岃缃湪鐪煎紶鍢寸殑闃堝€煎垽鏂槸鍚︾柌鍔筹紱/pp style=margin-left:24.0000pt;text-indent:0.0000pt; 姝ラ锛? /pp 1銆佸浘鍍忓鐞嗭細/pp 閲囬泦琛岄┒杩囩▼涓┚椹跺憳鐨勫浘鍍忎細鍙楀埌鐜鍙樺寲鐨勫奖鍝嶏紝瀵艰嚧鍥惧儚鍑虹幇闅忔満鍣０鍜屽け鐪熺幇璞°€傜敱浜庡椹鹃┒鍛樼殑鐤插姵妫€娴嬫柟娉曞叧閿湪浜庡浜鸿劯鍜屼汉鐪肩殑鍑嗙‘妫€娴嬶紝鑰屼汉鑴稿浘鍍忕殑娓呮櫚搴﹀緢澶х▼搴︿笂椹鹃┒鐜鐩稿叧銆傛渶涓昏鐨勫奖鍝嶅洜绱犳槸鍏夌収锛屽厜鐓т笉鍧囧寑浼氬鑷翠汉鑴稿浘鍍忓嚭鐜板尯鍩熸€ф槑鏆楃姸鎬侊紝鍏夌収杩囧己鎴栬繃鏆椾細浣垮緱鍥惧儚澶辩湡锛屽鑷存棤娉曞尯鍒嗕汉鑴稿拰鑳屾櫙鍖哄煙銆傚叾浠栧洜绱犺繕鏈夊浘鍍忓ぇ灏忥紝鍥惧儚鍒嗚鲸鐜囩瓑鍚勭褰卞搷鍥犵礌銆傛墍浠ヤ负浜嗘彁楂樺悗缁柌鍔虫娴嬬畻娉曠殑鍑嗙‘鎬э紝鍦ㄧ涓€姝ラ渶瑕佸鍥惧儚杩涜棰勫鐞嗭紝浠ュ噺灏戝浘鍍忛棶棰樺甫鏉ョ殑璇樊銆? /pp 2銆佸垎蹇冮┚椹舵娴嬶細/pp span鍩轰簬绁炵粡缃戠粶鐨勬繁搴﹀涔狅紝灏嗕汉鑴哥壒寰佺粏鍖栦负鍖哄煙鐗瑰緛锛屽埄鐢ㄧ┖闂寸紪鐮佽〃绀哄尯鍩熺壒寰佷箣闂寸殑绌洪棿浣嶇疆鍏崇郴锛屼粠鑰岃绠楀嚭澶撮儴鐨勬鎷夎鐨勫亸杞搴︼紝鏈棰樹富瑕佺潃閲嶄簬鍋忚埅瑙掞紙杞ご锛夛紝鏍规嵁鏁版嵁闆嗙殑璁粌鎵惧埌妯″瀷鏈€閫傚悎鐨勫弬鏁?lt;/span,鍒╃敤璁粌濂界殑妯″瀷鏉ヨ绠楁鎷夎鐨勫亸杞搴︼紝浠庤€屽垽鏂ご閮ㄥЭ鎬佺殑鍙樺寲妫€娴嬫槸鍚﹀垎蹇冦€? /pp 3銆佺柌鍔抽┚椹跺垽瀹氾細/pp 鍒╃敤鏈哄櫒瑙嗚鏂规硶娴嬮噺鍑洪┚椹跺憳涓€瀹氭椂闂村唴鐪肩潧闂悎鐨勭浉鍏冲弬鏁版槸涓€绉嶇浉瀵瑰噯纭殑鐤插姵妫€娴嬫柟娉曘€傜柌鍔虫娴嬫祦绋嬩富瑕佺敱涓ら儴鍒嗘瀯鎴愶紝绗竴姝ユ槸鍦ㄥ畾浣嶅埌鐪肩潧鐨勫熀纭€涓婂鍏剁姸鎬佽繘琛岃瘑鍒紝绗簩姝ュ垯鏄€氳繃瀵圭浉鍏冲弬鏁扮殑璁＄畻瀹炵幇鐤插姵鐘舵€佺殑鍒ゅ畾銆傚埄鐢―lib锛氫竴涓緢缁忓吀鐨勭敤浜庡浘鍍忓鐞嗙殑寮€婧愬簱锛宻hape_predictor_68_face_landmarks.dat鏄竴涓敤浜庝汉鑴?8涓叧閿偣妫€娴嬬殑dat妯″瀷搴擄紝浣跨敤杩欎釜妯″瀷搴撳彲浠ュ緢鏂逛究鍦拌繘琛屼汉鑴告娴嬨€傜粰鍙岀溂浠ュ強鍢撮儴纭畾鍏抽敭鐐圭劧鍚庤繘琛屾嫙鍚堬紝閫氳繃瀵规瘮鍙傛暟鏉ュ垽瀹氥€? /p

4. 参考文献

p [1]鍥藉缁熻灞€. 涓崕浜烘皯鍏卞拰鍥?018骞村浗姘戠粡娴庡拰绀句細鍙戝睍缁熻鍏姤锛?锛絒N]. 浜烘皯鏃ユ姤,2019-03-01(010)./pp [2]nbsp;span銆婁腑鍥界粺璁″勾閴?lt;/spanspan-2017銆嬬紪濮斾細鍜岀紪杈戝嚭鐗堜汉鍛樸€€銆婁腑鍥界粺璁″勾閴?2017銆嬬紪濮斾細鍜岀紪杈戝嚭鐗堜汉鍛? 閭㈠織瀹?鍙舵鏉?鎬荤紪,涓浗缁熻骞撮壌,涓浗缁熻鍑虹増绀?2017,4-5/span./pp [3]nbsp;span甯冨拰/spanspan.閬撹矾浜ら€氫簨鏁呯殑鎴愬洜鍒嗘瀽鍙婇闃茬爺绌禰J].姝︽眽鍏畨骞查儴瀛﹂櫌瀛︽姤,2019,33(02):16-20./span/pp [4]鏉庤帀. 涓扮敯鑷姩杞︽牚寮忎細绀剧柌鍔抽┚椹舵娴嬫妧鏈笓鍒╁垎鏋怺J]锛庝腑鍥界鎶€淇℃伅, 2019,598(02): 22-23./pp [5]鐜嬫枃娴? 姹借溅椹鹃┒鍛樼柌鍔抽璀︾郴缁熻璁′笌瀹炵幇[D].閲嶅簡澶у, 2017./pp [6]鏈卞┃锛庡熀浜庤棰戝浘鍍忎俊鎭彁鍙栫殑鐤插姵椹鹃┒妫€娴嬫妧鏈爺绌禰D]锛庡崡浜悊宸ュぇ瀛? 2010./pp [7]鑳ュ窛锛岀帇闆澗绛夛紟鍩轰簬鍐崇瓥鏍戠殑椹鹃┒鐤插姵绛夌骇鍒嗘瀽涓庡垽瀹歔J].鍚屾祹澶у瀛︽姤(鑷劧绉戝鐗?,2015,43(1):75-81./pp [8]娓稿嘲锛屾鏄痉锛庡熀浜庢繁搴﹀涔犵殑椹鹃┒浜虹柌鍔崇洃娴嬬畻娉曠爺绌禰J]锛庢姹夌悊宸ュぇ瀛﹀鎶?浜ら€氱瀛︿笌宸ョ▼鐗?锛?018,v.42(03):69-73./pp [9]鏉庝繆淇婏紝鏉ㄥ崕姘戯紝寮犳緧瑁曪紟鍩轰簬绁炵粡缃戠粶铻嶅悎鐨勫徃鏈鸿繚瑙勮涓鸿瘑鍒玔J]锛庤绠楁満搴旂敤涓庤蒋浠?2018,35(12):228-233./pp [10]娓告竻娓咃紝璋嬫捣浜戯紝楠嗕繆.浜鸿劯妫€娴嬫妧鏈患杩癧J]锛庢棤绾夸簰鑱旂鎶€, 2017(10):137-140./pp [11]姊佽矾瀹忥紝鑹炬捣鑸燂紟鍩轰簬浜鸿劯妫€娴嬬殑浜鸿劯璺熻釜绠楁硶[J]. 璁＄畻鏈哄伐绋嬩笌搴旂敤锛?001,37(17):42-45./pp [12]鑻忚捣鎵紝濞勯渿锛?涓€绉嶇柌鍔抽┚椹舵娴嬬郴缁熶腑蹇€熶汉鐪兼娴嬫柟娉昜J]锛庣幇浠ｇ數瀛愭妧鏈紝2015 v.38,No.435(04):87-90./pp [13]寮犳櫤鑵撅紟鍩轰簬鍗风Н绁炵粡缃戠粶鐨勯┚椹跺憳鐤插姵妫€娴媅D]锛庢箹鍗楀ぇ瀛?2018./pp [14] N. Yang nbsp;and nbsp;J. Zhao. Dangerous Driving Behavior Recognition Based on Improved YoloV5 and Openpose[J]. IAENG International Journal of Computer Science, 2022, 49(4):4-14./pp [15] 寮犳枌, 浠樹繆鎬? 澶忛噾绁? 鍩轰簬绫婚棿璺濅紭鍖栫殑鍒嗗績 椹鹃┒琛屼负璇嗗埆妯″瀷璁粌鏂规硶[J]. 姹借溅宸ョ▼, 2022, 44(2): 225-232./pp [16]鐧戒腑娴? 鐜嬮煫瀹? 寮犳灄浼? 鍩轰簬鍥惧嵎绉綉缁滅殑澶?淇℃伅铻嶅悎椹鹃┒鍛樺垎蹇冭涓烘娴媅J]. 姹借溅宸ョ▼, 2020, 313(8): 1027-1033./pp [17]鏉庢尟. 鍩轰簬鍥惧儚澶勭悊涓庣缁忕綉缁滅殑澶撮儴濮挎€佷及璁＄爺绌禰D].灞变笢澶у,2021./pp [18] 寰愬浆褰? 涓€绉嶅熀浜庡嵎绉缁忕綉缁滀汉鑴告湞鍚戦鍒ょ殑浜鸿劯鍏抽敭鐐规娴嬫柟娉昜D].娴欐睙澶у,2017./pp [19]鏉ㄦ捣鐕?钂嬫柊鍗?鑱備綔鍏?鍩轰簬骞惰鍗风Н绁炵粡缃戠粶鐨勪汉鑴稿叧閿偣瀹氫綅鏂规硶鐮旂┒[J].璁＄畻鏈哄簲鐢ㄧ爺绌?2015,32(08):2517-2519./p

5. 计划与进度安排

p 1.2023骞?鏈?6鏃?2鏈?8鏃ワ細鏌ラ槄鏀堕泦鍙傝€冭祫鏂欙紱5000瀛楃殑澶栨枃鏂囩尞缈昏瘧锛? /pp 2.2023骞?鏈?0鏃?2鏈?5鏃ワ細瀹屾垚寮€棰樻姤鍛婏紱/pp 3.2023骞?鏈?6鏃?3鏈?4鏃ワ細瀹屾垚鐤插姵椹鹃┒鐨勬娴嬬殑鍏蜂綋瀹炵幇锛? /pp 4.2023骞?鏈?5鏃?3鏈?1鏃ワ細瀹屾垚鍒嗗績椹鹃┒鐨勬娴嬬殑鍏蜂綋瀹炵幇锛? /pp 5.2023骞?鏈?鏃?4鏈?0鏃ワ細灏嗕袱绉嶆柟娉曠粨鍚堝苟瀹炵幇璀﹀憡鎻愮ず锛? /pp 6.2023骞?鏈?1鏃?4鏈?0鏃ワ細鎾板啓璁烘枃锛屽畬鎴愬垵绋匡紱/pp 7.2023span骞?lt;/spanspan5/spanspan鏈?lt;/spanspan1/spanspan鏃?lt;/spanspan-5/spanspan鏈?lt;/spanspan20/spanspan鏃ワ細淇敼璁烘枃锛屽畬鎴愬畾绋裤€傚埗浣?lt;/spanspanPPT/spanspan锛屽噯澶囩瓟杈┿€?lt;/span/p