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基于深度学习的视频行为识别方法综述 被引量:7
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作者 赵朵朵 章坚武 +2 位作者 郭春生 周迪 穆罕默德·阿卜杜·沙拉夫·哈基米 《电信科学》 2019年第12期99-111,共13页
近年来,自动学习特征的深度学习方法在视频行为识别领域中不断被挖掘探索。在总结了常用的行为识别数据集的基础上,对传统的行为识别方法以及深度学习的相关基础原理进行了概述,着重对基于不同输入内容与不同深度网络的行为识别方法进... 近年来,自动学习特征的深度学习方法在视频行为识别领域中不断被挖掘探索。在总结了常用的行为识别数据集的基础上,对传统的行为识别方法以及深度学习的相关基础原理进行了概述,着重对基于不同输入内容与不同深度网络的行为识别方法进行了较为全面、系统性的总结、对比与分析。最后,对深度学习在行为识别领域的发展做了总结并展望了未来的发展趋势。 展开更多
关键词 行为识别 数据集 自动学习 深度网络
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Synthesis and Physicochemical Studies for Novel Bioactive Metal Complexes of Macrolide Antibiotic Tylosin
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作者 Alaa E. Ali Gehan S. Elasala +2 位作者 Yasser S. Mahrous mohamed H. sharaf Ismael M. Elkamhawy 《Materials Sciences and Applications》 CAS 2022年第10期532-557,共26页
Tylosin is a well-established antibiotic that has been widely employed in human and veterinary medicines. It can act as a potential ligand binding metal ions due to various donor atoms in the structure. Our study on t... Tylosin is a well-established antibiotic that has been widely employed in human and veterinary medicines. It can act as a potential ligand binding metal ions due to various donor atoms in the structure. Our study on the complexation of various metal ions with tylosin ligand revealed that they preferably coordinate with mycaminose fragment to establish Novel trends complexes. Tylosin ligand (TYS) behaves as bidentate for complexation with different metal ions such as Cr(III), Mn(II), Fe(III), Co(II), Ni(II), Cu(II) and Zn(II). Various essential metal complexes of tylosin were synthesized and characterized by techniques such as UV, IR, Elemental analysis, magnetic susceptibility and ESR spectra of Cu(II) complex. These techniques are used to know their geometries and mode of bonding, with stoichiometry, 2:2 (M:L). Thermal analysis (TGA and DTA) of ligands and their metal complexes were carried out to distinguish between the coordinate and hydrate solvents and to estimate the stability ranges, peak temperatures. The thermodynamic parameters, such as activation energy (ΔE<sup>*</sup>), the enthalpy of activation (ΔH<sup>*</sup>), entropy of activation (ΔS<sup>*</sup>) and Gibbs free energy (ΔG<sup>*</sup>) are calculated and discussed. Some tylosin complexes show higher activity than tylosin for some bacterial and fungal strains. Low concentration value of minimum inhibitory concentration (MIC) results is 15.625 μg/ml for both complexes [Zn<sub>2</sub>(TYS)<sub>2</sub>Cl<sub>2</sub>(H<sub>2</sub>O)<sub>4</sub>]·25H<sub>2</sub>O and [Cu<sub>2</sub>(TYS)<sub>2</sub>Cl<sub>2</sub>(H<sub>2</sub>O)<sub>4</sub>]·25H<sub>2</sub>O with B. cereus genus maybe a valuable data used to produce novel therapeutic agent. This study constitutes several essential aspects for future research on tylosin metal complexes as antibacterial assessment and as potential medicinal agents. 展开更多
关键词 Tylosin Complexes SYNTHESIS Spectral Tetragonal Distortion Biological Activity
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