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In this paper, we present a method for action categorization with a modified hidden conditional random field (HCRF). Specifically, effective silhouette-based action features are extracted using motion moments and spectrum of chain code. We formulate a modified HCRF (mHCRF) to have a guaranteed global optimum in the modelling of the temporal action dependencies after the HMM pathing stage. Experimental results on action categorization using this model are compared favorably against several existing model-based methods including GMM, SVM, Logistic Regression, HMM, CRF and HCRF. 相似文献
23.
We present the PHATT algorithm for plan recognition. Unlike previous approaches to plan recognition, PHATT is based on a model of plan execution. We show that this clarifies several difficult issues in plan recognition including the execution of multiple interleaved root goals, partially ordered plans, and failing to observe actions. We present the PHATT algorithm's theoretical basis, and an implementation based on tree structures. We also investigate the algorithm's complexity, both analytically and empirically. Finally, we present PHATT's integrated constraint reasoning for parametrized actions and temporal constraints. 相似文献
24.
Refinement algebras are abstract algebras for reasoning about programs in a total correctness framework. We extend a reduct of von Wright’s demonic refinement algebra with two operators for modelling enabledness and termination of programs. We show how the operators can be used for expressing relations between programs and apply the algebra to reasoning about action systems. 相似文献
25.
The technology profile inventory (TPI) measures attitudes toward computers and the internet. We describe the most recent phase of the construction of the TPI. The studies reported refine and validate the instrument, and we present the final version as an Appendix A. Using a new sample of respondents (N = 394), we replicated the three major factors found previously (Confidence, Approval, and Interest). The TPI scores were related to patterns of information technology (IT) usage and also to gender. To demonstrate the practical utility of the TPI we report (1) results linking TPI scores to behavior during an internet search task; (2) test–retest results obtained as part of a cognitive training experiment using action video games; and (3) results showing that attitudes to IT may be modified by a particular experience with information technology. 相似文献
26.
Maria-Jose Escobar Guillaume S. Masson Thierry Vieville Pierre Kornprobst 《International Journal of Computer Vision》2009,82(3):284-301
We propose a bio-inspired feedforward spiking network modeling two brain areas dedicated to motion (V1 and MT), and we show
how the spiking output can be exploited in a computer vision application: action recognition. In order to analyze spike trains,
we consider two characteristics of the neural code: mean firing rate of each neuron and synchrony between neurons. Interestingly,
we show that they carry some relevant information for the action recognition application. We compare our results to Jhuang
et al. (Proceedings of the 11th international conference on computer vision, pp. 1–8, 2007) on the Weizmann database. As a conclusion, we are convinced that spiking networks represent a powerful alternative framework
for real vision applications that will benefit from recent advances in computational neuroscience. 相似文献
27.
Joaquín Nicolás Joaquín Lasheras Ambrosio Toval Francisco J. Ortiz Bárbara Álvarez 《Requirements Engineering》2009,14(1):27-46
Teleoperated systems for ship hull maintenance (TOS) are robotic systems for ship maintenance tasks, such as cleaning or painting
a ship’s hull. The product line paradigm has recently been applied to TOS, and a TOS reference architecture has thus been
designed. However, TOS requirements specifications have not been developed in any rigorous way with reuse in mind. We therefore
believe that an opportunity exists to increase the abstraction level at which stakeholders can reason about this product line.
This paper reports an experience in which this TOS domain was analyzed, including the lessons learned in the construction
and use of the TOS domain model. The experience is based on the application of extensions of well-known domain analysis techniques,
together with the use of quality attribute templates traced to a feature model to deal with non-functional issues. A qualitative
research method (action research) was used to carry out the experience. 相似文献
28.
使用Flash制作动作,如果只基于时间轴和动画图层来设计,将会受到很大的限制,例如一些复杂、精彩的动画效果难以实现,也不能让观赏者与媒体互动,即媒体不具有交互性。要想动画具有交互性,能使观赏者通过选择来控制播放的顺序或呈现不同的内容,就需要使用Flash的动作脚本语言。 相似文献
29.
防火墙在网络安全中起到很重要的作用,其中防火墙策略中的规则决定了网络数据包被“允许”或被“拒绝”进出网络。对于大型网络来说,由于规则太多,管理者很难保证其中不出现冲突,因此策略中规则冲突的检测及解决成为了保证网络安全的重要方面。提出了一种基于MapReduce模型的防火墙策略冲突检测解决算法,它对由基于规则的分段技术得到的片段进行自定义的排序,之后将其转化为规则的形式来代替原来的规则进行数据包的过滤。片段间两两不相交且匹配的包只执行一种动作,从而消除了冲突。 相似文献
30.