文档介绍:该【面向自然场景的端对端英文文字识别研究的中期报告 】是由【niuww】上传分享,文档一共【2】页,该文档可以免费在线阅读,需要了解更多关于【面向自然场景的端对端英文文字识别研究的中期报告 】的内容,可以使用淘豆网的站内搜索功能,选择自己适合的文档,以下文字是截取该文章内的部分文字,如需要获得完整电子版,请下载此文档到您的设备,方便您编辑和打印。面向自然场景的端对端英文文字识别研究的中期报告MidtermReportonEnd-to-EndEnglishTextRecognitionforNaturalScenesIntroduction:,suchasunevenillumination,blurryorlow-resolutionimages,,includingopticalcharacterrecognition(OCR)fordocumentscanning,licenseplaterecognition,andreal-,wepresenttheprogressofourresearchonend-to--basedmethodthatcanextractandrecognizetextfromnaturalsceneimageswithoutusinganypre-,modelarchitecture,:Wecollectedlabeledimagesfromvarioussources,,includingfontstyle,size,,weintroducedvariationsinimageconditionstosimulatereal-worldscenarios,suchasrotation,noise,:Weemployedadeeplearning-Ns)works(RNNs)thatlearnstorecognizetextfromimageswithoutanyfeatureextractionorpre-:aCNN-basedfeatureextractor,abidirectionalRNN,:-':Inconclusion,ourresearchonend-to-endEnglishtextrecognitionfornaturalscenesisprogressingwell,',uratelyfromnaturalsceneimageswithoutextensivepre-processing.