多功能视频编解码(Versatile Video Coding,VVC)是新一代视频编解码标准,拥有较好的压缩性能,能够达到较高的压缩比。但是,编码过程中的变换、量化等操作,不可避免地在视频解码时引起一定程度的压缩伪影,导致解码视频质量降低,影响用户...多功能视频编解码(Versatile Video Coding,VVC)是新一代视频编解码标准,拥有较好的压缩性能,能够达到较高的压缩比。但是,编码过程中的变换、量化等操作,不可避免地在视频解码时引起一定程度的压缩伪影,导致解码视频质量降低,影响用户的视觉体验。目前,基于卷积神经网络(Convolutional Neural Network,CNN)的VVC的压缩伪影去除算法并不多,且大部分算法是在默认量化参数已知的情况下建立去伪影模型,对于不知道量化参数的盲场景,这些算法不太适合。直接设计全盲算法是复杂困难的,且性能有限。针对这一情况,提出了一种半盲方法用于去除VVC解码视频中的压缩伪影,该方法比全盲的方法更加灵活且能够达到更好的性能,比非盲方法更加实用。该方法设计出一种分类网络来预测重建视频的量化参数,预训练一些压缩伪影去除模型,根据预测的量化参数为重建视频选择对应的模型以去除压缩伪影。实验结果证明了该算法的有效性。展开更多
Variable transmission ratio racks show great potential in rice transplanters as a key component of variable transmission ratio steering to balance steering portability and sensitivity.The objective of this study was t...Variable transmission ratio racks show great potential in rice transplanters as a key component of variable transmission ratio steering to balance steering portability and sensitivity.The objective of this study was to develop a novel geometrical design method to achieve quick,high-quality modeling of the free curvilinear tooth profile of a variable transmission ratio rack.First,a discrete envelope motion 3D model was established between the pinion-sector and the variable transmission ratio rack blank based on the mapping relationship between the rotation angle of the pinion-sector and the displacement of the rack,according to the variable transmission ratio function.Based on the loop Boolean subtraction operation,which removed the pinion-sector from the rack blank during all moments of the discrete motion process,the final complex changing tooth shape of the variable transmission ratio rack was enveloped.Then,since Boolean cutting residues made the variable ratio tooth surface fluctuant and eventually affected the precision of the model,this study proposed a modification method for establishing a smooth and continuous tooth profile.First,a novel fitting algorithm used approximate variable ratio tooth profile points extracted from the Boolean cutting marks and generated a series of variable ratio tooth profiles by utilizing B-spline with different orders.Next,based on a transmission stability simulation,the variable ratio tooth profile with optimal dynamic performance was selected as the final design.Finally,tests contrasting the transmission stability of the machining samples of the initial variable ratio tooth profile and the final variable ratio tooth profile were conducted.The results indicated that the final variable ratio tooth profile is more effective than the initial variable ratio tooth profile.Therefore,the proposed variable ratio tooth profile modeling and modification method for eliminating Boolean cutting residues and improving surface accuracy is proved to be feasible.展开更多
文摘多功能视频编解码(Versatile Video Coding,VVC)是新一代视频编解码标准,拥有较好的压缩性能,能够达到较高的压缩比。但是,编码过程中的变换、量化等操作,不可避免地在视频解码时引起一定程度的压缩伪影,导致解码视频质量降低,影响用户的视觉体验。目前,基于卷积神经网络(Convolutional Neural Network,CNN)的VVC的压缩伪影去除算法并不多,且大部分算法是在默认量化参数已知的情况下建立去伪影模型,对于不知道量化参数的盲场景,这些算法不太适合。直接设计全盲算法是复杂困难的,且性能有限。针对这一情况,提出了一种半盲方法用于去除VVC解码视频中的压缩伪影,该方法比全盲的方法更加灵活且能够达到更好的性能,比非盲方法更加实用。该方法设计出一种分类网络来预测重建视频的量化参数,预训练一些压缩伪影去除模型,根据预测的量化参数为重建视频选择对应的模型以去除压缩伪影。实验结果证明了该算法的有效性。
基金This work was financially supported by the Shandong Provincial Key Research and Development Program(Grant No.2018GNC112017)Shandong Agricultural Machinery R&D Innovation Project Sub-project(Grant No.2018YF001-02)+3 种基金the Shandong Provincial Key Laboratory of Horticultural Machinery and Equipment(Grant No.YYJX-2019-08)the Funds of Shandong“Double Tops”Program(Grant No.SYL2017XTTD14)the Fundamental Research Funds for the Central Universities(Grant No.2662020GXPY016)the Hubei Provincial Natural Science Foundation of China(Grant No.2018CFB231).
文摘Variable transmission ratio racks show great potential in rice transplanters as a key component of variable transmission ratio steering to balance steering portability and sensitivity.The objective of this study was to develop a novel geometrical design method to achieve quick,high-quality modeling of the free curvilinear tooth profile of a variable transmission ratio rack.First,a discrete envelope motion 3D model was established between the pinion-sector and the variable transmission ratio rack blank based on the mapping relationship between the rotation angle of the pinion-sector and the displacement of the rack,according to the variable transmission ratio function.Based on the loop Boolean subtraction operation,which removed the pinion-sector from the rack blank during all moments of the discrete motion process,the final complex changing tooth shape of the variable transmission ratio rack was enveloped.Then,since Boolean cutting residues made the variable ratio tooth surface fluctuant and eventually affected the precision of the model,this study proposed a modification method for establishing a smooth and continuous tooth profile.First,a novel fitting algorithm used approximate variable ratio tooth profile points extracted from the Boolean cutting marks and generated a series of variable ratio tooth profiles by utilizing B-spline with different orders.Next,based on a transmission stability simulation,the variable ratio tooth profile with optimal dynamic performance was selected as the final design.Finally,tests contrasting the transmission stability of the machining samples of the initial variable ratio tooth profile and the final variable ratio tooth profile were conducted.The results indicated that the final variable ratio tooth profile is more effective than the initial variable ratio tooth profile.Therefore,the proposed variable ratio tooth profile modeling and modification method for eliminating Boolean cutting residues and improving surface accuracy is proved to be feasible.