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基于局部–全局建模与视觉相似引导的光流估计方法
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作者 舒铭奕 张聪炫 +3 位作者 陈震 葛利跃 胡卫明 王子旭 《中国科学:信息科学》 CSCD 北大核心 2023年第10期1945-1964,共20页
光流估计是计算机视觉的核心任务.近年来,基于卷积神经网络的光流估计方法已取得很大成功,然而由于现有模型的卷积感受野有限,难以建模远距离的依赖关系,导致在大位移和局部歧义性区域的光流估计效果较差.此外,现有方法在光流上采样过... 光流估计是计算机视觉的核心任务.近年来,基于卷积神经网络的光流估计方法已取得很大成功,然而由于现有模型的卷积感受野有限,难以建模远距离的依赖关系,导致在大位移和局部歧义性区域的光流估计效果较差.此外,现有方法在光流上采样过程采用的插值操作会导致误差的传播放大,进而引起光流估计的运动边缘模糊等问题.针对以上问题,本文提出了一种基于局部–全局建模与视觉相似引导上采样的光流估计方法.首先,引入一个高效且简单的自注意力机制加强光流计算网络的局部和全局建模能力.通过提取更具有表达力的图像特征,降低因大位移和局部歧义性导致的光流估计误差问题.其次,基于物体视觉特征越相似,运动也越相似的假设,构建视觉相似引导的光流上采样网络模型.将特征的视觉相似性转化为运动的相似性进而指导光流上采样过程,提高了运动边界区域光流估计的精度.最后,分别采用MPI-Sintel和KITTI数据库测试图像集对本文方法和最先进的深度学习光流计算方法进行综合对比分析.实验结果表明,本文方法在所有对比方法中取得了最优的光流计算结果,尤其在大位移和运动边界区域显著提升了光流计算的精度. 展开更多
关键词 光流估计 卷积神经网络 自注意力 上采样 视觉相似引导
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Inherently Chiral 6,7-Diphenyldibenzo [e,g][1,4]diazocine: Enantioselective Synthesis and Application as a Ligand Platform
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作者 Yu Luo Xilong Wang +9 位作者 weiming hu Yan Peng Chaoqin Wang Ting Yu Sidi Cheng Jing Li Yimiao He Chunfang Gan Shuang Luo Qiang Zhu 《CCS Chemistry》 CSCD 2023年第4期982-993,共12页
Inherently chiral 6,7-diphenyldibenzo[e,g][1,4]diazocine(DDD)has been synthesized enantioselectively for the first time via chiral phosphoric acid(CPA)-catalyzed cyclocondensation of readily available[1,1′-biphenyl]-... Inherently chiral 6,7-diphenyldibenzo[e,g][1,4]diazocine(DDD)has been synthesized enantioselectively for the first time via chiral phosphoric acid(CPA)-catalyzed cyclocondensation of readily available[1,1′-biphenyl]-2,2′-diamine(1a)and benzil(2a)in 82%yield,with 98%ee under mild reaction conditions.The strategy could also be applied to racemic biaryl diamines through kinetic resolution.The unexpectedly high interconversion energy barriers between the enantiomers(ΔG=39.5 kcal/mol)and the chemical stability rendered DDD an ideal platform for developing new chiral ligands and catalysts.Unique inherently chiralDDD-based phosphoramidites,phosphoric acid,mono-and diphosphine ligands were prepared from optically pure diphenol derivative DDDOL as a common precursor.Preliminary asymmetric reactions catalyzed by Pd or Rh in the presence of newly developed ligands exhibited comparable or even better enantioselectivities than the corresponding BINOLor SPINOL-derived ligands.Density functional theory calculation revealed the origin of the enantioselectivity during the process. 展开更多
关键词 inherent chirality enantioselective synthesis 6 7-diphenyldibenzo[e g][1 4]diazocine chiral phosphoric acid chiral phosphorus ligand
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Application of Two-Dimensional Electrophoresis in the Research of Retinal Proteins of Diabetic Rat 被引量:9
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作者 Shangqing Liu Yanyan Zhang +4 位作者 Xianyong Xie weiming hu Rong Cai Jian Kang huijun Yang 《Cellular & Molecular Immunology》 SCIE CAS CSCD 2007年第1期65-70,共6页
Diabetes mellitus (DM) is a chronic disease which is associated with numerous serious health complications such as diabetic retinopathy, and is the leading cause of new cases of blindness in adults at the age of 20-... Diabetes mellitus (DM) is a chronic disease which is associated with numerous serious health complications such as diabetic retinopathy, and is the leading cause of new cases of blindness in adults at the age of 20-74 years old. The aim of the study was to establish and optimize a two-dimensional polyacrylamide gel electrophoresis (2-DE) technique for retina proteomics to improve the resolution and reproducibility, and to observe the proteomic changes of retinal tissues in diabetic and normal rats. Proteins were extracted from retinal tissues of normal and 8 weeks diabetic SD rats and used in two-dimensional electrophoresis. Various conditions of retina proteomic 2-DE were adjusted, optimized and protein spots of differential expression were obtained through analysis of 2-DE images with PDQuest software. By choosing appropriate sample amount, using pre-cast IPG dry strips (pH 5-8) and casting 12% equal gel, satisfactory 2-DE images of retina were obtained and a steady 2-DE technique was established. In this way, we found 36 spots in 2-DE gel of diabetic retinas that exhibited statistically significant variations, including up-regulation of 5 proteins in diabetic rat retinas, down-regulation of 23, and disappearance of 8, in comparison with normal tissues. The differences of protein expression were observed in retinas between diabetic and normal rats. Our established 2-DE technique of retina proteins could be effectively applied in proteomics of retina diseases. Cellular & Molecular Immunology. 2007;4(1):65-70. 展开更多
关键词 DIABETES retinas two-dimensional polyacrylamide gel electrophoresis
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