首页 > 最新文献

2019 12th International Conference on Developments in eSystems Engineering (DeSE)最新文献

英文 中文
Stability Analysis for Heterogeneous Swarm Robots with Limited Field of View 有限视场条件下异构群机器人的稳定性分析
T. Endo, Ryuma Maeda, F. Matsuno
In this paper, we address the stability analysis of swarm robots with heterogeneous abilities for velocity and acceleration. Each robot also has a unique sensing region with a limited angle of field of view. We previously proposed a decentralized navigation method for such swarm robots. With the method, connectivity maintenance is achieved while satisfying physical limitations which are unique to each robot. Here, we focus on the shape of the whole swarm and mathematically prove that the shape and orientations of all robots eventually converge to the equilibrium state. Furthermore, we show experimental results to confirm the convergence.
本文研究了具有速度和加速度异构能力的群体机器人的稳定性分析问题。每个机器人都有一个独特的感知区域,视野角度有限。我们之前提出了一种这种群体机器人的分散导航方法。利用该方法,在满足每个机器人独特的物理限制的同时,实现了连接维护。在这里,我们关注整个群体的形状,并从数学上证明了所有机器人的形状和方向最终收敛到平衡状态。通过实验验证了算法的收敛性。
{"title":"Stability Analysis for Heterogeneous Swarm Robots with Limited Field of View","authors":"T. Endo, Ryuma Maeda, F. Matsuno","doi":"10.1109/DeSE.2019.00015","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00015","url":null,"abstract":"In this paper, we address the stability analysis of swarm robots with heterogeneous abilities for velocity and acceleration. Each robot also has a unique sensing region with a limited angle of field of view. We previously proposed a decentralized navigation method for such swarm robots. With the method, connectivity maintenance is achieved while satisfying physical limitations which are unique to each robot. Here, we focus on the shape of the whole swarm and mathematically prove that the shape and orientations of all robots eventually converge to the equilibrium state. Furthermore, we show experimental results to confirm the convergence.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"39 1","pages":"27-32"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84099320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Particle Size Effect of Sn on Structure and Optical Properties of PVA-PEG Blend Sn粒径对PVA-PEG共混物结构和光学性能的影响
Ahmed N. Al-jamal, Qunoot M. Hadi, Farah J. Hamood, K. Abass
The Films of PVA-PEG-Sn were prepared with various particle size of Sn element (0, 10, 75 and 150 ìm) by casting method technique with thickness of 800 nm. The effect of Sn additive on structural (FT-IR, optical microscope) and optical properties of polymeric blend has been studied. Optical microscope images indicated the uniform distribution of the Sn particles in the structure of PVA-PEG-Sn films. The optical properties of PVAPEG- Sn films were calculated from recording the absorbance spectra by using spectrophotometer (UV/1800/ Shimadzu) in the wavelength range (190-1100) nm. The optical constants that calculated in this study were found out that all these constants increases with the increase of the particle size of (Sn). The optical band gap (Eg) decreased from 4.5 eV for PVA-PEG film to 4.25 eV as the 150 ìm Sn particle size in the PVA-PEG-Sn film.
采用铸造技术制备了不同粒径Sn元素(0、10、75和150 ìm)的PVA-PEG-Sn薄膜,薄膜厚度为800 nm。研究了锡添加剂对共混聚合物结构(红外光谱、光学显微镜)和光学性能的影响。光学显微镜图像显示,PVA-PEG-Sn薄膜结构中Sn颗粒分布均匀。利用紫外/1800/ Shimadzu分光光度计记录了PVAPEG- Sn薄膜在190 ~ 1100 nm波长范围内的吸光度,计算了薄膜的光学性能。本研究计算的光学常数发现,这些常数都随着(Sn)粒径的增大而增大。当PVA-PEG-Sn薄膜中Sn粒径为150 ìm时,PVA-PEG-Sn薄膜的光学带隙(Eg)从4.5 eV减小到4.25 eV。
{"title":"Particle Size Effect of Sn on Structure and Optical Properties of PVA-PEG Blend","authors":"Ahmed N. Al-jamal, Qunoot M. Hadi, Farah J. Hamood, K. Abass","doi":"10.1109/DeSE.2019.00137","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00137","url":null,"abstract":"The Films of PVA-PEG-Sn were prepared with various particle size of Sn element (0, 10, 75 and 150 ìm) by casting method technique with thickness of 800 nm. The effect of Sn additive on structural (FT-IR, optical microscope) and optical properties of polymeric blend has been studied. Optical microscope images indicated the uniform distribution of the Sn particles in the structure of PVA-PEG-Sn films. The optical properties of PVAPEG- Sn films were calculated from recording the absorbance spectra by using spectrophotometer (UV/1800/ Shimadzu) in the wavelength range (190-1100) nm. The optical constants that calculated in this study were found out that all these constants increases with the increase of the particle size of (Sn). The optical band gap (Eg) decreased from 4.5 eV for PVA-PEG film to 4.25 eV as the 150 ìm Sn particle size in the PVA-PEG-Sn film.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"25 1","pages":"736-740"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81781247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Brush-Style Transfer through Constrained Convolutional Sparse Coding 基于约束卷积稀疏编码的笔刷式传输
Sara Shaheen
In this paper, a new technique to transfer the sketching style from one free-hand sketch to another is presented. Those sketches can be from different artists who used different brush styles while sketching. Given a unique brush-style from a sketch, our method transfers that style into another input sketch. Our brush-style transfer starts with an automatically constructed brush dictionary which proposes which sparse set of brushes are used at each part of the input sketch. After that, a oneto- one mapping is learned, between the unique brush sketch elements and the input sketch elements, by sparsely encoding input sketch with the brush dictionary. The quality of our brushstyle transfer is evaluated qualitatively by applying our technique on transferring multiple brush styles into input sketches. This is an addition to a quantitative evaluation through extensive subject case study were participants with 86% accuracy match a transferred sketch to the sketch they believe was used in the transfer.
本文提出了一种将写生风格从一幅写生过渡到另一幅写生的新技术。这些草图可以来自不同的艺术家,他们在素描时使用了不同的笔刷风格。给定来自草图的独特笔刷样式,我们的方法将该样式转移到另一个输入草图中。我们的笔刷风格转换从一个自动构建的笔刷字典开始,该字典提出在输入草图的每个部分使用哪些稀疏的笔刷集。然后,通过使用画笔字典稀疏编码输入草图,学习唯一的画笔草图元素与输入草图元素之间的一对一映射。通过应用我们的技术将多种笔刷风格转移到输入草图中,我们的笔刷风格转移的质量被定性地评估。这是对定量评估的补充,通过广泛的主题案例研究,参与者将转移的草图与他们认为在转移中使用的草图匹配的准确率为86%。
{"title":"Brush-Style Transfer through Constrained Convolutional Sparse Coding","authors":"Sara Shaheen","doi":"10.1109/DeSE.2019.00176","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00176","url":null,"abstract":"In this paper, a new technique to transfer the sketching style from one free-hand sketch to another is presented. Those sketches can be from different artists who used different brush styles while sketching. Given a unique brush-style from a sketch, our method transfers that style into another input sketch. Our brush-style transfer starts with an automatically constructed brush dictionary which proposes which sparse set of brushes are used at each part of the input sketch. After that, a oneto- one mapping is learned, between the unique brush sketch elements and the input sketch elements, by sparsely encoding input sketch with the brush dictionary. The quality of our brushstyle transfer is evaluated qualitatively by applying our technique on transferring multiple brush styles into input sketches. This is an addition to a quantitative evaluation through extensive subject case study were participants with 86% accuracy match a transferred sketch to the sketch they believe was used in the transfer.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"9 1","pages":"950-955"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88814028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Flexible Electroconductive Hydrogel for Biosensors and Biofuel Cells Application 柔性导电水凝胶在生物传感器和生物燃料电池中的应用
Christina G. Antipova, Yulia Parunova, M. Vishnevskaya, T. Grigor'ev, K. Lukanina, S. Krasheninnikov, D. Gazizova, P. Gotovtsev
Flexible electroconductive hydrogel shown as a promising material for enzyme and bacterial bioelectrochemical systems. For hydrogel synthesis biocompatible polymers PEDOT PSS, carrageenan and polyvinyl alcohol were used. It is shown the mechanical properties of hydrogel and provided an electronic microscopy investigation. The oxidation processes on the electrode with enzymes and bacterial cells are demonstrated. Chosen materials and methods of synthesis did not provide any nonbiocompatible substances in hydrogels. Thus, presented materials can be promising for flexible electrodes design for biocompatible applications.
柔性导电水凝胶是一种很有前途的酶和细菌生物电化学材料。以卡拉胶和聚乙烯醇为原料制备生物相容性聚合物PEDOT PSS。展示了水凝胶的力学性能,并对其进行了电镜观察。实验证明了酶和细菌细胞在电极上的氧化过程。所选择的材料和合成方法没有在水凝胶中提供任何非生物相容性物质。因此,所提出的材料有望用于生物相容性应用的柔性电极设计。
{"title":"Flexible Electroconductive Hydrogel for Biosensors and Biofuel Cells Application","authors":"Christina G. Antipova, Yulia Parunova, M. Vishnevskaya, T. Grigor'ev, K. Lukanina, S. Krasheninnikov, D. Gazizova, P. Gotovtsev","doi":"10.1109/DeSE.2019.00099","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00099","url":null,"abstract":"Flexible electroconductive hydrogel shown as a promising material for enzyme and bacterial bioelectrochemical systems. For hydrogel synthesis biocompatible polymers PEDOT PSS, carrageenan and polyvinyl alcohol were used. It is shown the mechanical properties of hydrogel and provided an electronic microscopy investigation. The oxidation processes on the electrode with enzymes and bacterial cells are demonstrated. Chosen materials and methods of synthesis did not provide any nonbiocompatible substances in hydrogels. Thus, presented materials can be promising for flexible electrodes design for biocompatible applications.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"26 1","pages":"513-517"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89567576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Assessment Strength Properties of Modified Reactive Powder Concrete by Adding Waste Bricks 掺废砖改性活性粉混凝土强度性能评价
V. B. Mohammed, S. M. Hama, Khaleel I. Aziz
The objective of this investigation is to product a Modified Reactive Powder Concrete (MRPC) by utilization of local wastes result from structural applications like waste crushed bricks which were used in this works by replacing silica sand (with maximum particle size of 600 ìm) by waste crushed bricks with maximum size of 10 mm. Also this work include investigation about effect of waste crushed bricks (WCB) on mechanical properties of MRPC like compressive, flexural, and splitting tensile strengths. For Reactive Powder Concrete (RPC) used fine sand (without coarse aggregate substitutions) and considered as reference mix to examine the effect of WCB on MRPC properties. The test results indicate that the mechanical properties of MRPC improved by replaced silica sand partially with 25% of waste crushed brick and decreased slightly when replacement reached to (50% WCB).
本研究的目的是通过利用当地的结构应用废物(如废碎砖)来生产改性活性粉末混凝土(MRPC),该工程中使用的是用最大尺寸为10毫米的废碎砖代替硅砂(最大粒径为600 ìm)。研究了废砖对MRPC抗压、抗折、劈裂抗拉等力学性能的影响。对于活性粉末混凝土(RPC),采用细砂(不含粗骨料替代)作为参考配合比,考察了WCB对MRPC性能的影响。试验结果表明,25%废砖部分替代硅砂后,MRPC的力学性能有所改善,替代量达到(50% WCB)时,力学性能略有下降。
{"title":"Assessment Strength Properties of Modified Reactive Powder Concrete by Adding Waste Bricks","authors":"V. B. Mohammed, S. M. Hama, Khaleel I. Aziz","doi":"10.1109/DeSE.2019.00025","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00025","url":null,"abstract":"The objective of this investigation is to product a Modified Reactive Powder Concrete (MRPC) by utilization of local wastes result from structural applications like waste crushed bricks which were used in this works by replacing silica sand (with maximum particle size of 600 ìm) by waste crushed bricks with maximum size of 10 mm. Also this work include investigation about effect of waste crushed bricks (WCB) on mechanical properties of MRPC like compressive, flexural, and splitting tensile strengths. For Reactive Powder Concrete (RPC) used fine sand (without coarse aggregate substitutions) and considered as reference mix to examine the effect of WCB on MRPC properties. The test results indicate that the mechanical properties of MRPC improved by replaced silica sand partially with 25% of waste crushed brick and decreased slightly when replacement reached to (50% WCB).","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"240 1","pages":"83-87"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79524489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
[Title page iii] [标题页iii]
{"title":"[Title page iii]","authors":"","doi":"10.1109/dese.2019.00002","DOIUrl":"https://doi.org/10.1109/dese.2019.00002","url":null,"abstract":"","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"39 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79876653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soft and Hard Robotics for Movement Rehabilitation, Analysis and Modelling 软硬机器人运动康复,分析和建模
Mae Irshaidat, M. Soufian, A. Elkurdi, S. Nefti-Meziani
Dementia and stroke have been considered two major causes of disability in the UK. The field of rehabilitation robotics emerged since early 90’s as a tool to assist therapists with assessing stroke and dementia patients and providing the necessary therapy. The present article aims to offer a review of how current hard robotic devices utilized in upper and lower limb rehabilitation, and how successful they were in increasing the efficiency of the recovery process. Their bottlenecks and short comes are discussed and soft robotics are presented as alternative techniques to resolve them. Novel pneumatic Muscle Actuators (pMA) capable of bending in contrary to traditional pMA are studied here. In particular, we investigate and propose a novel exoskeleton soft robotic arm, which made of several novel pMA for elbow joint rehabilitation. For this purpose, analysis, design, integration and characterization of the proposed arm are presented and geometrical and numerical models are obtained. This study shows that how our proposed exoskeleton soft robotic arm with a lower cost can increase the efficiency of rehabilitation recovery process.
在英国,痴呆症和中风被认为是导致残疾的两大主要原因。自90年代初以来,康复机器人领域作为辅助治疗师评估中风和痴呆患者并提供必要治疗的工具而出现。本文旨在回顾当前硬机器人设备在上肢和下肢康复中的应用情况,以及它们在提高康复过程效率方面的成功程度。讨论了它们的瓶颈和缺点,并提出了软机器人技术作为解决这些问题的替代技术。研究了一种与传统气动肌肉执行器不同的具有弯曲能力的新型气动肌肉执行器。特别地,我们研究并提出了一种新型的外骨骼柔性机械臂,该机械臂由几种新型pMA组成,用于肘关节康复。为此,对所提出的机械臂进行了分析、设计、集成和表征,并建立了几何模型和数值模型。该研究表明,我们所提出的外骨骼柔性机械臂可以以较低的成本提高康复恢复过程的效率。
{"title":"Soft and Hard Robotics for Movement Rehabilitation, Analysis and Modelling","authors":"Mae Irshaidat, M. Soufian, A. Elkurdi, S. Nefti-Meziani","doi":"10.1109/DeSE.2019.00179","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00179","url":null,"abstract":"Dementia and stroke have been considered two major causes of disability in the UK. The field of rehabilitation robotics emerged since early 90’s as a tool to assist therapists with assessing stroke and dementia patients and providing the necessary therapy. The present article aims to offer a review of how current hard robotic devices utilized in upper and lower limb rehabilitation, and how successful they were in increasing the efficiency of the recovery process. Their bottlenecks and short comes are discussed and soft robotics are presented as alternative techniques to resolve them. Novel pneumatic Muscle Actuators (pMA) capable of bending in contrary to traditional pMA are studied here. In particular, we investigate and propose a novel exoskeleton soft robotic arm, which made of several novel pMA for elbow joint rehabilitation. For this purpose, analysis, design, integration and characterization of the proposed arm are presented and geometrical and numerical models are obtained. This study shows that how our proposed exoskeleton soft robotic arm with a lower cost can increase the efficiency of rehabilitation recovery process.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"6 1","pages":"964-969"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75558780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Design of Simple One-Arm Surgical Robot for Minimally Invasive Surgery 简易单臂微创手术机器人的设计
Artur Sagitov, Liliya Gavrilova, T. Tsoy, Hongbing Li
This paper presents a robotic surgical system model that has a robot arm holding an instrument. Designed for performing a minimally invasive surgical procedure, control system for ROS framework is controlling movement of the arm and its instrument. The control system enhances control using joint observers that estimate joint position, velocity and acceleration of executed joint position commands with torque feedback.
本文提出了一种机器人手术系统模型,该模型具有机械臂手持器械。ROS框架控制系统是为进行微创外科手术而设计的,用于控制手臂及其器械的运动。控制系统利用关节观测器对关节位置、速度和执行的关节位置命令的加速度进行估计,并通过扭矩反馈来增强控制。
{"title":"Design of Simple One-Arm Surgical Robot for Minimally Invasive Surgery","authors":"Artur Sagitov, Liliya Gavrilova, T. Tsoy, Hongbing Li","doi":"10.1109/DeSE.2019.00097","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00097","url":null,"abstract":"This paper presents a robotic surgical system model that has a robot arm holding an instrument. Designed for performing a minimally invasive surgical procedure, control system for ROS framework is controlling movement of the arm and its instrument. The control system enhances control using joint observers that estimate joint position, velocity and acceleration of executed joint position commands with torque feedback.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"20 1","pages":"500-503"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77597268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Aggressive Action Recognition Using 3D CNN Architectures 使用3D CNN架构的攻击性动作识别
A. Saveliev, M. Uzdiaev, D. Malov
This paper discusses an application of the transfer learning approach concerning human aggressive actions recognition task in video content. Comparative analysis of this approach was performed using various three-dimensional convolutional network architectures (3D CNN): Convolutional 3D Neural Network (C3D), Inception 3D Neural Network (I3D), Residual 3D Neural Network (R3D) based only on RGB frames processing. These 3D CNNs have trained on a composite aggressive action video dataset, that includes benchmark datasets for aggression recognition. The neural networks were evaluated in terms of accuracy, precision, recall, f1-score and loss function values metrics. The aggressive action recognition transfer learning approach using 3D CNNs showed impressive results on the considered metrics. Moreover, learning time in context of this approach was relatively short.
本文讨论了迁移学习方法在视频内容人类攻击行为识别任务中的应用。采用不同的三维卷积网络架构(3D CNN):基于RGB帧处理的卷积3D神经网络(C3D)、盗梦3D神经网络(I3D)、残差3D神经网络(R3D)对该方法进行了对比分析。这些3D cnn在一个复合攻击性动作视频数据集上进行了训练,该数据集包括攻击性识别的基准数据集。对神经网络的准确度、精密度、召回率、f1评分和损失函数值指标进行了评估。使用3D cnn的攻击性动作识别迁移学习方法在考虑的指标上显示了令人印象深刻的结果。此外,这种方法的学习时间相对较短。
{"title":"Aggressive Action Recognition Using 3D CNN Architectures","authors":"A. Saveliev, M. Uzdiaev, D. Malov","doi":"10.1109/DeSE.2019.00165","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00165","url":null,"abstract":"This paper discusses an application of the transfer learning approach concerning human aggressive actions recognition task in video content. Comparative analysis of this approach was performed using various three-dimensional convolutional network architectures (3D CNN): Convolutional 3D Neural Network (C3D), Inception 3D Neural Network (I3D), Residual 3D Neural Network (R3D) based only on RGB frames processing. These 3D CNNs have trained on a composite aggressive action video dataset, that includes benchmark datasets for aggression recognition. The neural networks were evaluated in terms of accuracy, precision, recall, f1-score and loss function values metrics. The aggressive action recognition transfer learning approach using 3D CNNs showed impressive results on the considered metrics. Moreover, learning time in context of this approach was relatively short.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"1 1","pages":"890-895"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76333720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Structural Modeling of Cross-Frame Behavior in Steel Girder Bridges 钢梁桥跨框架性能的结构建模
Y. Almoosi, J. McConnell, N. Oukaili
Cross-Frames and diaphragms are essential structural elements for stability during construction (and sometimes during the service life) of steel bridge systems. In horizontally curved and skew bridges, these braces can engage adjacent girders to act as a system to resist the potentially large forces and torques caused by the curved or skewed geometry. However, because of their role in laterally transmitting live load forces, they can produce fatigue cracks at their connections to the girders. This paper investigates a method for evaluating the distribution of fatigue stress ranges using finite element analysis (FEA), through user-defined subroutines in conjunction with commercial FEA software. Data from field testing under various load passes of a weighed load vehicle of a skewed steel girders bridge are used to validate the results. A case study of an intermediate cross-frame was adapted in order to show the advantage of using this stress analysis methodology, which locates the stress concentration regions where distortion-induced fatigue cracks may originate. This knowledge can then be applied in later work to assess and optimize the fatigue performance of typical bridges and connection details.
交叉框架和横隔板是钢桥系统在施工期间(有时在使用寿命期间)保持稳定的基本结构元件。在水平弯曲和倾斜的桥梁中,这些支撑可以使相邻的梁作为一个系统来抵抗由弯曲或倾斜几何形状引起的潜在的大力和扭矩。然而,由于它们横向传递活载力的作用,它们在与梁的连接处可能产生疲劳裂纹。本文研究了一种利用有限元分析(FEA)评估疲劳应力范围分布的方法,该方法通过用户自定义子程序与商业有限元分析软件相结合。采用斜交钢梁桥称重车不同荷载道的现场试验数据对结果进行了验证。为了展示使用这种应力分析方法的优势,采用了中间交叉框架的案例研究,该方法定位了变形引起的疲劳裂纹可能产生的应力集中区域。这些知识可以应用到以后的工作中,以评估和优化典型桥梁的疲劳性能和连接细节。
{"title":"Structural Modeling of Cross-Frame Behavior in Steel Girder Bridges","authors":"Y. Almoosi, J. McConnell, N. Oukaili","doi":"10.1109/DeSE.2019.00117","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00117","url":null,"abstract":"Cross-Frames and diaphragms are essential structural elements for stability during construction (and sometimes during the service life) of steel bridge systems. In horizontally curved and skew bridges, these braces can engage adjacent girders to act as a system to resist the potentially large forces and torques caused by the curved or skewed geometry. However, because of their role in laterally transmitting live load forces, they can produce fatigue cracks at their connections to the girders. This paper investigates a method for evaluating the distribution of fatigue stress ranges using finite element analysis (FEA), through user-defined subroutines in conjunction with commercial FEA software. Data from field testing under various load passes of a weighed load vehicle of a skewed steel girders bridge are used to validate the results. A case study of an intermediate cross-frame was adapted in order to show the advantage of using this stress analysis methodology, which locates the stress concentration regions where distortion-induced fatigue cracks may originate. This knowledge can then be applied in later work to assess and optimize the fatigue performance of typical bridges and connection details.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"25 1","pages":"620-625"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73800541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
期刊
2019 12th International Conference on Developments in eSystems Engineering (DeSE)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1