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Convolutional neural networks (CNNs) have been applied in state-of-the-art visual tracking tasks to represent the target. However, most existing algorithms treat visual tracking as an object-specific task. Therefore, the model needs to be retrained for different test video sequences. We propose a branch-activated multi-domain convolutional neural network (BAMDCNN). In contrast to most existing trackers based on CNNs which require frequent online training, BAMDCNN only needs offline training and online fine-tuning. Specifically, BAMDCNN exploits category-specific features that are more robust against variations. To allow for learning category-specific information, we introduce a group algorithm and a branch activation method. Experimental results on challenging benchmark show that the proposed algorithm outperforms other state-of-the-art methods. What’s more, compared with CNN based trackers, BAMDCNN increases tracking speed. 相似文献
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This paper presents an adaptive path following control law to steer underactuated ships along a predefined path at a constant
forward speed with uncertain parameters due to changes of added mass matrices. The proposed controller is based on analytic
model predictive control and model reference adaptive control. The Serret-Frenet frame is used to describe the ship dynamics.
The analytic model predictive control provides a systematic method rather than try-and-error method to get appropriate control
parameters to guarantee the stability of the closed-loop system, and the well-defined relative degree is guaranteed by introducing
output-redefinition. An identification algorithm based on model reference adaptive control is used to identify the uncertain
parameters. Numerical simulations are provided to demonstrate the validity of the proposed control law. 相似文献
475.
A path following controller is proposed to force an underactuated surface ship which is suffering from disturbance to follow a predefined path.The controller is based on analytic model predictive control and unscented Kalman filter(UKF) techniques.The analytic model predictive control provides a systematic method to get appropriate controller parameters to guarantee the stability of the closed-loop system,and the well-defined relative degree is guaranteed by introducing output-redefinition.The UKF is used t... 相似文献
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介绍上承式移动模架的构造、施工特点及工作原理,提出了模架施工中几个关键环节的施工措施,针对上乘式移动模架施工特点提出了混凝土浇筑、预应力张拉、线性控制方面应注意的一些问题,保证了模架施工质量. 相似文献
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针对液态金属限流器,本文介绍了液态金属限流器的稳态温升结构,以载流5000 A为目标,对该种结构的液态金属限流器进行热电耦合仿真。考虑接触面的接触电阻,本文求解了限流器各个部件的发热功率,然后以功率作为热载荷,对流散热表面使用综合散系数,对限流器的稳态温度场进行仿真分析,得到了满足要求的液态金属限流器结构。然后对该种结构的限流器进行稳态温升试验,通过监测监测点的温升得到其最大载流量,将仿真结果与试验结果进行对比分析,验证了仿真的合理性。该仿真方法及试验对液态金属限流器的设计具有一定的指导意义。 相似文献
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