该【两种图像恢复的新方法 】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【两种图像恢复的新方法 】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。两种图像恢复的新方法Title:TwoNovelApproachesforImageRestorationAbstract:putervisionandimageprocessing,aimingtorecoverhigh-,,N)(GANs),theiradvantages,limitations,,surveillance,,,deeplearningtechniqueshaverevolutionizedthefieldofimagerestoration,,-basedImageRestorationputervisiontasks,-workarchitecturedesign,trainingprocess,,,,-basedmethodsarediscussedalongwiththeirapplicationsindenoising,deblurring,andsuper-(GANs)forImageRestorationGANshavebeenwidelyusedforimagegenerationtasks;however,-works,workthatrestoresthedegradedimage,-basedmethodsdiscussedincludeSRGANforsuper-resolution,Pix2Pixforimagetranslation,--deeplearning-basedimagerestorationandGAN-,putationalrequirements,trainingdatarequirements,--basedandGAN-basedmethodshaveachievedimpressiveresultsinimagerestoration,,suchastheneedforlargeamountsoftrainingdata,generalizationtodiverseenvironments,,binationofdeeplearningandGANs,adaptivelearningapproaches,-deeplearning-basedmethodsandGAN--basedmethodsexcelindenoising,deblurring,andsuper-resolution,whileGAN-.
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