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2013 IEEE International Conference on Robotics and Biomimetics (ROBIO)最新文献

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Beneficial micropipette oscillation in vision-guided piezo-assisted ICSI 视觉引导压电辅助ICSI中有益的微移液管振荡
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739706
Zenan Wang, Su Zhao, W. T. Ang
Various designs of piezo-assisted Intracytoplasmic sperm injection (ICSI) has been developed, which achieved higher success rate than conventional ICSI. A common issue is that lateral oscillation of the injection pipette tip is always excited by the intended axial actuation. Researchers hold different opinions on which oscillation, axial or lateral, has more dominate effects on the piercing process. In this paper, different functionalities of the axial and lateral oscillations during cell injection are investigated. A novel vibration-assisted injector is developed, which uses a piezoelectric shear actuator with free stroke of 10 μm in two axes. Different from previous designs, axial and lateral oscillations are generated separately. For axial vibration experiment, a short pipette (450 μm in length, 30 μm in diameter) with high first bending and longitudinal natural frequencies (137.6 kHz and 1.08 MHz) is fabricated. While driven in axial direction at frequency below 40 kHz, the pipette can be considered as a rigid body. In lateral case, a 51 mm long micropipette is driven in the transverse direction at the thicker end to excite bending modes. Experimental results obtained using zebrafish embryos reveal that lateral oscillations reduce the cell deformation ratio dramatically during penetration, while axial oscillations show little effects. As less deformation on the cell membrane leads to less pressure change inside the cell, thus lateral oscillation is more beneficial than axial oscillation in piezo-assisted ICSI. These findings help to understand the underlying physics of vibration-assisted injector. Future design vibration-assisted injector should focus on generating lateral oscillations instead of axial ones.
各种设计的压电辅助胞浆内单精子注射(ICSI)取得了比传统ICSI更高的成功率。一个常见的问题是,注射吸管尖端的横向振荡总是被预期的轴向驱动所激发。在穿孔过程中,轴向振荡和横向振荡哪个更有主导作用,研究者们有不同的看法。本文研究了细胞注射过程中轴向振荡和横向振荡的不同功能。研制了一种新型的振动辅助喷油器,该喷油器采用两轴自由行程为10 μm的压电剪切驱动器。与以前的设计不同,轴向和横向振动是分开产生的。在轴向振动实验中,制备了具有高第一弯曲频率和纵向固有频率(137.6 kHz和1.08 MHz)的短移液管(长450 μm,直径30 μm)。当以低于40khz的频率向轴向驱动时,移液器可视为刚体。在横向情况下,在较厚的一端在横向方向上驱动51 mm长的微移管以激发弯曲模式。利用斑马鱼胚胎进行的实验结果表明,横向振荡显著降低了细胞在穿透过程中的变形率,而轴向振荡的影响很小。由于细胞膜变形越小,细胞内压力变化越小,因此在压电辅助ICSI中,横向振荡比轴向振荡更有利。这些发现有助于理解振动辅助注入器的潜在物理特性。未来设计的振动辅助喷油器应侧重于产生横向振动而不是轴向振动。
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引用次数: 3
An exclusive human-robot interaction method on the TurtleBot platform TurtleBot平台上独有的人机交互方式
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739662
Chuantang Xiong, Xu Zhang
In this paper, we presented an exclusive humanrobot interaction method on the TurtleBot platform to realize its motion control with human skeleton command. The 2D and 3D face recognition are integrated with skeleton information. The identity information and human-robot interaction message are always bound together, and the identity recognition has priority to human-robot control. Experiments show that the TurtleBot is able to robustly react on the skeleton signals from its human interaction partner while ignoring other signal sources.
本文在TurtleBot平台上提出了一种独特的人机交互方法,实现了基于人体骨骼指令的运动控制。将二维和三维人脸识别与骨骼信息相结合。身份信息与人机交互信息总是绑定在一起,身份识别优先于人机控制。实验表明,TurtleBot能够对来自人类交互伙伴的骨骼信号做出稳健反应,而忽略其他信号源。
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引用次数: 3
Robust homography estimation based on non-linear least squares optimization 基于非线性最小二乘优化的鲁棒单应性估计
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739487
Wei Mou, Han Wang, G. Seet, Lubing Zhou
The homography between image pairs are normally estimated by minimizing a suitable cost function given 2D keypoints correspondences. The correspondences are typically established using descriptor distance of keypoints. However, the correspondences are often incorrect due to ambiguous descriptors which can introduce errors into following homography computing step. There have been numerous attempts to filter out these erroneous correspondences, but, it is unlikely to always achieve perfect matching. To deal with this problem, we propose a non-linear least squares optimization approach to compute homography such that false matches have no or little effect on computed homography. Unlike normal homography computation algorithms, our method formulates not only the keypoints' geometric relationship but also their descriptor similarity into cost function. Moreover, the cost function is parametrized in such a way that incorrect correspondences can be simultaneously identified while the homography is computed. Experiments show that the proposed approach can perform well even with the presence of a large number of outliers.
通常通过最小化给定二维关键点对应的合适代价函数来估计图像对之间的单应性。这些对应关系通常是用关键点的描述符距离来建立的。然而,由于不明确的描述符,对应关系往往是不正确的,这可能会给后续的单应性计算步骤带来错误。已经有许多尝试过滤掉这些错误的对应,但是,它不可能总是达到完美匹配。为了解决这个问题,我们提出了一种非线性最小二乘优化方法来计算单应性,使得错误匹配对计算单应性没有或很少影响。与普通的单应性计算算法不同,我们的方法不仅将关键点的几何关系,而且将它们的描述符相似度表示为代价函数。此外,成本函数的参数化使得在计算单应性时可以同时识别不正确的对应。实验表明,即使存在大量异常值,该方法也能很好地处理异常值。
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引用次数: 9
3D object recognition using Kernel PCA based on depth information for twist-lock grasping 基于深度信息的核主成分分析三维目标识别
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739876
Shuang Ma, Changjiu Zhou, Liandong Zhang, Wei Hong, Yantao Tian
The handling of twist-locks has been a heavy burden for the container industry. There have been many efforts in developing automated twist-lock handling solutions. To address this challenge, we are developing a customized mobile manipulator for twist-lock pose estimation and grasping. In this paper, we propose a 3D object recognition approach using Kernel Principal Component Analysis (KPCA) only based on depth information to determine the basic information for twist-lock grasping using robotic manipulator. The challenge for twist-lock detection, recognition and grasping is 3D irregular object recognition in unstructured port environment. Motivated by gradient edge descriptor and KPCA, we propose a hybrid twist-lock detection approach without human intervention, in which we treat depth image as gray value image, and background difference method is combined with gradient edge descriptor. We also develop a set of kernel features on depth images, for description 3D object using kernel principal component features, to recognize types and pose of the twist-locks according to the nearest neighbor distance hierarchically. Experiments using a customized manipulator for detection, recognition and grasping twist-locks have been carried out to verify the feasibility of the proposed methods. Since depth images are insensitive to changes in lighting conditions, the proposed approach based on depth information is able to address the issues and solve problems caused by rust and painting peeled off of twist-lock handling in port environment.
转锁的处理一直是集装箱行业的沉重负担。在开发自动扭锁处理解决方案方面已经做出了许多努力。为了解决这一挑战,我们正在开发一种定制的移动机械手,用于扭锁姿态估计和抓取。本文提出了一种仅基于深度信息的核主成分分析(KPCA)三维目标识别方法,以确定机械臂扭锁抓取的基本信息。非结构化港口环境下的三维不规则物体识别是扭锁检测、识别和抓取的难点。在梯度边缘描述符和KPCA的激励下,提出了一种无需人工干预的混合扭锁检测方法,该方法将深度图像作为灰度值图像,并将背景差分法与梯度边缘描述符相结合。我们还在深度图像上开发了一组核特征,利用核主成分特征对三维物体进行描述,根据最近邻距离分层识别扭锁的类型和姿态。利用定制的机械手进行了检测、识别和抓取转锁的实验,验证了所提方法的可行性。由于深度图像对光照条件的变化不敏感,本文提出的基于深度信息的方法能够解决港口环境下转锁装卸过程中出现的生锈和油漆脱落问题。
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引用次数: 5
Biomimetic design and biomechanical simulation of a 15-DOF lower extremity exoskeleton 15自由度下肢外骨骼的仿生设计与生物力学模拟
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739614
Yanhe Zhu, J. Cui, Jie Zhao
Lower extremity exoskeletons can improve human strength and endurance with a pair of wearable robotic legs that support a payload. This paper summarizes the biomimetic design and biomechanical analysis of a novel 15-DOF (degree of freedom) lower extremity exoskeleton. The selection of the DOF, critical parameter design, and initial performance simulation are discussed. To provide a basis and guidance for the biomimetic design of the exoskeleton, the human skeleton and the walking gait were comprehensively analyzed. A detailed 3D model of the wearer was generated using BRG. LifeMod software. The structure of the exoskeleton was designed according to the results of the analysis of human walking gait, making sure that each rotation axis of exoskeletons passes through the relevant joint of human body. Both exoskeleton and the human lower limb were imported into ADAMS to simulate and evaluate the performance of the exoskeleton. We also study the effect of the impact to exoskeleton at the moment the swinging feet touching the ground, which lay the foundation for the design of energy-saving and high-performance driving system in the future work.
下肢外骨骼可以通过一对可穿戴的机器人腿来支撑有效载荷,从而提高人类的力量和耐力。本文综述了一种新型15自由度下肢外骨骼的仿生设计和生物力学分析。讨论了自由度的选择、关键参数的设计和初始性能仿真。为了给外骨骼的仿生设计提供依据和指导,对人体骨骼和行走步态进行了综合分析。使用BRG生成了佩戴者的详细3D模型。LifeMod软件。根据人体行走步态分析结果,设计外骨骼的结构,确保外骨骼的每个旋转轴都穿过人体的相关关节。将外骨骼和人体下肢同时导入ADAMS,对外骨骼的性能进行仿真和评估。研究了摆动足接触地面瞬间对外骨骼的冲击影响,为今后工作中节能高性能驱动系统的设计奠定了基础。
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引用次数: 15
General motion planning method for manipulators with no impact 无冲击机械手的一般运动规划方法
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739813
Peng Chen, Feng Zhang, Long Cui, Hongyi Li
This paper proposes a general motion planning method for manipulators on the basis of polynomial interpolation. The impact suffered by manipulators during movement can be eliminated by using this method. And this reduces vibration of manipulators largely. In order to overcome the difficulties in realizing the algorithm, a method of quadratic interpolation is proposed. With the method, the computation amount of motion planning is reduced, while the result is still with no impact. The motion planning experiments driving the manipulator's end effector to run a three-dimensional arc are carried out with a self-developed 6-DOF manipulator system. Through the experiments, it is verified that the motion planning method proposed is feasible and has good effects.
提出了一种基于多项式插值的机械臂运动规划方法。采用该方法可以消除机械手在运动过程中受到的冲击。这在很大程度上减少了机械手的振动。为了克服算法实现的困难,提出了一种二次插值方法。该方法在减少运动规划计算量的同时,对运动规划结果没有影响。利用自行研制的六自由度机械手系统,进行了驱动机械手末端执行器运行三维圆弧的运动规划实验。通过实验验证了所提出的运动规划方法的可行性和良好的效果。
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引用次数: 0
Pipelining Harris corner detection with a tiny FPGA for a mobile robot 流水线哈里斯角检测与微型FPGA移动机器人
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739792
M. F. Aydogdu, M. Demirci, C. Kasnakoğlu
With their parallelizable inner structures, field programmable gate array (FPGA) are increasing their popularity in today's embedded systems. In this paper, we present an implemented, unique and pipelined FPGA architecture designed with Verilog HDL to be used on a mobile robot for detecting corners in colored stereo images using Harris corner detection (HCD) algorithm in real time. The architecture consists of 3 pipelined modules and processes RGB555 formatted images in 640×480 resolution. The design is implemented on Xilinx's ML501 board having a XC5VLX50 FPGA, one of the smallest FPGAs of Virtex-5 series. Raw and processed data are stored into a single DDR2 memory of Micron, MT4HTF3264HY on the board, allowing only a single read or write operation at a time. By using less than 75% of FPGA resources and a 100MHz system clock, we achieved a corner detection rate of 0.33 pixels per clock cycle (ppcc) corresponding to a corner detection frequency of 54Hz for the stereo images.
现场可编程门阵列(FPGA)由于其内部结构可并行化,在当今的嵌入式系统中越来越受欢迎。在本文中,我们提出了一个用Verilog HDL设计的可实现的、独特的流水线FPGA架构,用于移动机器人使用Harris角点检测(HCD)算法实时检测彩色立体图像中的角点。该架构由3个流水线模块组成,处理RGB555格式的图像,分辨率为640×480。该设计是在Xilinx的ML501板上实现的,该板具有XC5VLX50 FPGA,这是Virtex-5系列中最小的FPGA之一。原始数据和处理后的数据存储在主板上的单个美光DDR2内存MT4HTF3264HY中,一次只允许单个读写操作。通过使用不到75%的FPGA资源和100MHz的系统时钟,我们实现了每个时钟周期0.33像素(ppcc)的角点检测率,对应于立体图像的角点检测频率为54Hz。
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引用次数: 27
Mandarin emotion recognition based on multifractal theory towards human-robot interaction 基于多重分形理论的人机交互普通话情感识别
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739524
Hong Liu, Wenjuan Zhang
Emotion recognition is crucially related with friendly and humanistic human-robot interaction. Our paper aims at developing a new kind of features to mandarin emotional speech signal based on multifractal theory. Firstly, phase space structure differentiate with respect of initials and finals indicate the fractal phenomenon during speech produce process. Further, positive largest Lyapunov exponent proved existing chaos. To quantitatively measure the chaos, extension of fractal concept-multifractal is calculated by multi-fractal detrended fluctuation analysis (MFDFA) and Legendre transformation. Besides, the underlying fractal characteristics during calculation process is analyzed, which further verifies the emotional speech is multifractal rather than monofractal. Multifractal spectrum visually shows that various emotion is differentiated with each other. After extracting parameters of mulfractal spectrum, several comparative experiments are established, which is implemented with BP neural network and support vector machine (SVM) respectively to hence the comparison between our approach and conventional one. At last, improvement in recognition accuracies demonstrates that our method is available and effective.
情感识别与友好、人性化的人机交互密切相关。本文旨在基于多重分形理论开发一种新的汉语情感语音信号特征。首先,声母和韵母的相空间结构差异表明语音产生过程中存在分形现象。进一步,正最大Lyapunov指数证明了混沌的存在。为了定量测量混沌,利用多重分形去趋势波动分析(MFDFA)和勒让德变换计算了分形概念的扩展——多重分形。此外,分析了计算过程中潜在的分形特征,进一步验证了情感语音是多重分形的,而不是单分形的。多重分形谱直观地显示了各种情绪之间的相互区分。在提取多重分形谱参数的基础上,建立了若干对比实验,分别采用BP神经网络和支持向量机(SVM)实现,并与传统方法进行了比较。识别精度的提高证明了该方法的有效性。
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引用次数: 7
Efficient object recognition method based on hierarchical representation 基于层次表示的高效目标识别方法
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739485
Chao Gu, Weiguo Huang, J. Tao, L. Shang, Zhongkui Zhu
It is a very challenging problem to make robot vision autonomously identify and recognize objects in the real world, and the recent research in this field has been moving forward mostly through designing smart shape descriptors for providing better similarity measure. In this paper, we propose a novel shape descriptor called hierarchical representation to describe the object shape efficiently and perfectly. Firstly, the contour can be divided into several segments according to corners and the distribution of local curvature. Secondly, we evaluate the importance of each contour segment by hierarchical description, and then the multi-level contour segment set combined algorithm is carried out to combine the useless and redundant contour segments. Finally, a set of contour feature segments, completely representing local features of objects, are obtained. The experimental results of MPEG-7 database indicate that this algorithm has great advantage over recently published algorithms, especially for the objects with partial occlusion.
如何使机器人视觉对现实世界中的物体进行自主识别是一个非常具有挑战性的问题,目前该领域的研究主要是通过设计智能形状描述符来提供更好的相似度量。为了高效、完美地描述物体形状,提出了一种新的形状描述符——层次表示。首先,根据边角和局部曲率的分布将轮廓分割成若干段;其次,通过分层描述对各个轮廓段的重要性进行评价,然后采用多级轮廓段集组合算法对无用和冗余的轮廓段进行组合;最后,得到一组完全代表物体局部特征的轮廓特征段。MPEG-7数据库的实验结果表明,该算法比现有算法有很大的优势,特别是对于部分遮挡的目标。
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引用次数: 1
A directional adhesion model with hierarchical hair structure for Tokay gecko 东华壁虎毛发结构分层定向粘附模型
Pub Date : 2013-12-01 DOI: 10.1109/ROBIO.2013.6739846
Xuan Wu, Shaoming Sun, Yanwei Liu, T. Mei
This paper proposes a hierarchical model of the Tokay gecko's (Gekko gecko) setal system. Based on Euler's elastica theory, the inextensible fibrillar model of the seta is established, taking the thousands of terminating spatulae into account. The directional adhesion of the seta with different slanted angle of the adhesive pad and spatula pad is studied. The elastic energy and the binding energy at the detachment point are also calculated to draw the influence of the adhesive pad's rotation. Compared with experimental results, the model proves to be effective in dealing with directional adhesion problem of the G. gecko, with potential application to help design high-performance synthetic directional adhesives. Some preliminary conclusions about the G. gecko's locomotion in detachment are made based on the model as a complement to previous models.
本文提出了一种东京壁虎(Gekko gecko)设置系统的层次模型。基于欧拉弹性理论,建立了考虑数千个终止铲的不可扩展原纤维模型。研究了粘接垫和刮刀垫不同倾斜角度下的定向粘接。计算了粘接板在分离点处的弹性能和结合能,得出了粘接板旋转对粘接板的影响。实验结果表明,该模型能够有效地解决壁虎的定向粘附问题,在高性能合成定向胶的设计中具有一定的应用前景。在此基础上,对壁虎在分离状态下的运动进行了初步的研究。
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引用次数: 0
期刊
2013 IEEE International Conference on Robotics and Biomimetics (ROBIO)
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