基于图像的购物票据识别研究与实现开题报告

 2023-10-09 04:10

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

p style=text-indent:0.0000pt; 涓€銆佺爺绌舵柟娉? /pp 1銆?lt;span鐢?lt;/spanspanHough鍙樻崲瀵归噰闆嗙殑灏忕エ鍥惧儚杩涜鍊炬枩鐭锛岄€夋嫨鎻愬彇鍑鸿棰樼爺绌舵墍闇€瑕佺殑鐩爣鍖哄煙銆?lt;/span /pp 2銆侀噰鐢ㄦ按骞虫姇褰卞鐩爣鍖哄煙杩涜妯垏锛屽啀瀵规í鍒囧悗鐨勫尯鍩熺敤鍨傜洿鎶曞奖娉曡繘琛岀旱鍒囷紝褰㈡垚鍗曚釜瀛楃銆? /pp 3銆?lt;span鍒╃敤/spanspanpython鐜鍒涘缓鏂囧瓧鏁版嵁闆嗭紝閫氳繃瀛楃妯℃澘鍖归厤锛屽鍒囧壊鐨勫瓧绗﹁繘琛岃瘑鍒紝鏈€鍚庡綊涓€鍖栧鐞嗐€?lt;/span /pp 4銆?lt;span杩愮敤span鍏抽敭瀛楃鍖归厤鍒嗙被鏂规硶/span/spanspan锛岃瀹氬晢鍝佺被鍒殑鍏抽敭璇嶏紝/span瀹屾垚鍟嗗搧鍒嗙被銆? /pp nbsp;/pp style=margin-left:0.0000pt;text-indent:0.0000pt; 浜屻€佺爺绌舵楠? /pp style=margin-left:0.0000pt;text-indent:0.0000pt; span1銆?lt;/spanspan鍒╃敤/spanspanHough鍙樻崲鏉ユ彁鍙栫洿绾匡紝鐒跺悗姹傚嚭鐩寸嚎鐨勮搴﹀啀瀵瑰浘鍍忚繘琛屽€炬枩鏍℃澶勭悊銆?lt;/span /pp style=margin-left:0.0000pt;text-indent:0.0000pt; span2銆佸鏍℃杩囩殑鍥惧儚杩涜鐩爣鍖哄煙鎻愬彇锛岃垗鍘讳笉蹇呰鐨勫尯鍩熴€?lt;/span /pp 3銆佸鎻愬彇鍑烘潵鐨勭洰鏍囧尯鍩熶綔棰勫鐞嗘搷浣滐紝鍐嶅鍥惧儚杩涜鐏板害鍖栧鐞嗐€佷簩鍊煎寲澶勭悊銆? /pp span4銆?lt;/spanspan閲囩敤涓€兼护娉㈠鍥惧儚杩涜骞虫粦鍘诲櫔/spanspan,鍗虫妸鏁板瓧鍥惧儚鎴栨暟瀛楀簭鍒椾腑涓€鐐圭殑鍊肩敤璇ョ偣鐨勪竴涓偦鍩熶腑鍚勭偣鍊肩殑涓€间唬鏇匡紝璁╁懆鍥寸殑鍍忕礌鍊兼帴杩戠湡瀹炲€笺€?lt;/span /pp span5銆佸澶勭悊濂界殑鐩爣鍖哄煙杩愮敤姘村钩鎶曞奖娉曡繘琛屾í鍚戝垏鍓诧紝鍐嶇敤鍨傜洿鎶曞奖娉曞鍗曡鏂囧瓧鍥惧儚杩涜绾靛悜鍒囧壊锛岀敱姝ゅ舰鎴愬崟瀛楀瓧绗︺€?lt;/span /pp span6銆?lt;/spanspan鍒╃敤/spanspanpython鐜鍒涘缓瀛楃鏁版嵁闆嗭紝閫氳繃瀛楃妯℃澘鍖归厤瀹屾垚瀛楃璇嗗埆锛屾渶鍚庤繘琛屽昂瀵稿綊涓€鍖栧鐞嗐€?lt;/span /pp span7銆?lt;/span杩愮敤鍏抽敭瀛楃鍖归厤鍒嗙被鏂规硶锛岃瀹氬晢鍝佺被鍒殑鍏抽敭璇?lt;span锛?lt;/spanspan灏嗗皬绁ㄥ浘鍍忎笂鐨勫晢鍝佹枃鏈俊鎭笌鍏抽敭璇嶆瘮瀵癸紝瀹屾垚鍟嗗搧鍒嗙被銆?lt;/span /pp span8銆?lt;/spanspan鑷富璁捐/spanspanGUI鐣岄潰锛岀‘淇濈増闈㈡竻鏅版暣娲侊紝鍙搴﹂珮锛屽畬鎴愬悇涓姛鑳戒唬鐮侊紝鎴愬姛鍦板畬鎴怗UI鏁堟灉灞曠ず銆?lt;/span /p

4. 参考文献

p [1]nbsp;span寰愯壋/spanspan.璐墿灏忕エ鍥惧儚璇嗗埆涔嬮澶勭悊绠楁硶鐨勭爺绌禰D]./spanspan鍥涘窛/spanspan:/span瑗垮崕澶у,2011:16-27./pp [2]nbsp;绱㈢帀绉€.span鍩轰簬/spanspanOCR鎶€鏈殑鍚嶇墖璇嗗埆鏂规硶鐮旂┒[D]./spanspan鍝堝皵婊?lt;/spanspan:/span鍝堝皵婊ㄧ悊宸ュぇ瀛?2015:19-23./pp [3]nbsp;span闄堟/spanspan.璐墿灏忕エ鍥惧儚鍒嗗壊绠楁硶鐨勭爺绌禰D]./spanspan鍥涘窛/spanspan:/spanspan瑗垮崕澶у/spanspan,2013:16-27/span./pp [4]nbsp;Morbidi F,Mariottini G L. Active target tracking andnbsp;spancooperative localization for teams of aerial vehicles[J].IEEE Transactions on Control Systems Technology,2013:1694-1707./span /pp [5]nbsp;span浣曡€樺ù/spanspan.鍗板埛浣撴枃妗e浘鍍忕殑涓枃瀛楃璇嗗埆[D]./spanspan娌冲寳/spanspan:/span鐕曞北澶у,2011:16-27./pp [6]nbsp;瀛欒嫳涔?姣涘捀涓?鐩涚孩,寰愭枃鍗?鍏虫.鍩轰簬妯℃澘鍖归厤鐨勬櫤鑳藉彂绁ㄤ俊鎭瘑鍒柟娉昜J],IEEEAccess7,2019:28392-28401./pp [7]nbsp;span鏉庡€?lt;/spanspan.鏂囨。

鍥惧儚鐨勪簩鍊煎寲绠楁硶缁艰堪[J].涓浗浼犲獟澶у瀛︽姤鑷劧绉戝鐗?lt;/span,2008,15(4):nbsp;span66-70/span./pp [8]nbsp;span鏉庡織鏉?lt;/spanspan,鑰挎湞闃?瀹嬮箯. LSTM-TextCNN鑱斿悎妯″瀷鐨勭煭鏂囨湰鍒嗙被鐮旂┒[J].瑗垮畨宸ヤ笟澶у瀛︽姤/span,2020,40(3)6./pp [9]nbsp;鍐績,濮滃媷,鏉ㄥ鐒?鏉滄槑,鏉庢.璁$畻鏈鸿瑙夌畻娉曚笌纭欢瀹炵幇[J],闆嗘垚璋冩煡,2019:309-320./pp [10]寮犱笜,椹埄搴?楂樺博.span鍩轰簬鏂瑰悜鎶曞奖鐨勭エ鎹浘鍍忓€炬枩妫€娴嬫柟娉?lt;/spanspan[J]/span.span璁$畻鏈哄簲鐢?lt;/spanspan,2004,24/span(9):50-73./pp [11]Zhou K, Roumeliotis S l. Optimal motion strategies for range-only constrained multisensor target tracking[J]. IEEE Transactions on Robotics,2008.24(5)./pp [12]榛勭孩鐕?鍙剁豢.span鏂囧瓧鍥惧儚鐨勬暣浣撳€炬枩鐭/spanspan[J]/span.璁$畻鏈哄伐绋嬩笌搴旂敤,2006:42./pp [13]瑭规柟鑳?鍒樼煶鐢?閫氳繃杩唬鍥惧儚淇鐨勭鍒扮鍦烘櫙鏂囨湰璇嗗埆[J],IEEE璁$畻鏈鸿瑙変笌妯″紡璇嗗埆浼氳璁烘枃闆?2019:2059鈥?068./pp [14]璧垫禋娣?鍩轰簬鑷姩鍒嗙被鐨勭綉缁滆垎鎯呯洃娴嬫柟娉曠爺绌禰J].杞欢瀵煎垔,2016,15(3):3./pp [15]瀹佸涔夊北,鐜嬮箯.鍩轰簬妯℃澘鍖归厤鐨勫彂绁ㄥ彿鐮佽瘑鍒畻娉昜J].娌堥槼宸ヤ笟澶у瀛︽姤 2015,37(06):673-678./pp [16]Shriansh Srivastava, J Priyadarshini, Sachin Gopal, Sanchay Gupta, Har Shobhit Dayal. Optical character recognition on bank cheques using 2D convolution neural network in Applications of Artificial Intelligence Techniques in Engineering, Springer,2019:589-596./pp [17]浠荤嫾.闈㈠悜璐墿绁ㄦ嵁鍥惧儚鐨勬枃鏈娴嬩笌璇嗗埆绠楁硶鐮旂┒[D].鍝堝皵婊ㄥ伐涓氬ぇ瀛?2021./pp [18]鐜嬫汲.鍩轰簬娣卞害瀛︿範鐨勮储鍔$エ鎹唴瀹硅瘑鍒妧鏈爺绌朵笌瀹炵幇[D].骞夸笢宸ヤ笟澶у,2022./pp [19]鐜嬪叴,閮戝媷閿?涓ユ案鍏?鍩轰簬OCR鎶€鏈殑绁ㄦ嵁璇嗗埆绠楁硶鐮旂┒[J].鏅鸿兘璁$畻鏈轰笌搴旂敤,2021,11(11):101-106./p

5. 计划与进度安排

p 1銆?023.1.16-2.21:鏌ユ壘鐩稿叧鏂囩尞锛?lt;span瀹屾垚/spanspan5000瀛楃殑澶栨枃鏂囩尞鐨勭炕璇?lt;/span銆? /pp 2銆?023.2.22-2.28:瀹屾垚寮€棰樻姤鍛娿€? /pp 3銆?023.3.1-3.20:鏀堕泦璐墿绁ㄦ牱鏈泦锛屽熀鏈疄鐜板浘鍍忛澶勭悊绠楁硶銆? /pp 4銆?023.3.21-4.20:瀹炵幇鏂囨湰璇嗗埆涓庡晢鍝佸垎绫荤畻娉曪紝浼樺寲绋嬪簭銆? /pp 5銆?023.4.21-4.30:鎾板啓璁烘枃锛屽畬鎴愬垵绋裤€? /pp 6銆?023.5.1-5.20:淇敼璁烘枃锛?lt;span瀹屾垚瀹氱锛屽埗浣?lt;/spanspanppt,鍑嗗姣曚笟绛旇京/span銆? /p

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