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融合语义特征网络的孪生网络目标跟踪算法 被引量:2
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作者 付谱平 叶俊 《电子测量技术》 北大核心 2022年第8期136-142,共7页
针对基于孪生网络的反向传播滤波器跟踪算法CFNet在遭遇相似物干扰或背景信息与前景目标相似的情况下容易导致模型漂移跟踪效果下降的情况,提出一种融合语义特征网络的孪生网络目标跟踪算法。在图像处理中,通过深度卷积神经网络的深层... 针对基于孪生网络的反向传播滤波器跟踪算法CFNet在遭遇相似物干扰或背景信息与前景目标相似的情况下容易导致模型漂移跟踪效果下降的情况,提出一种融合语义特征网络的孪生网络目标跟踪算法。在图像处理中,通过深度卷积神经网络的深层网络可以提取到丰富的语义信息,这些语义信息在目标发生相似物干扰、运动模糊、目标严重变形等情景时,对目标进行辨识是非常有用的。提出的算法在CFNet的原有网络结构上,增加一个语义特征网络,与CFNet的外观特征网络形成互补,两个特征网络的训练是独立的以保持两种特征的异质性,在得到各自的响应图后,通过计算这两个响应图的置信度来进行融合,提高了算法的判别能力。实验表明,与其他常用的5个算法相比,本文算法达到了最优,能够有效的跟踪目标。 展开更多
关键词 孪生网络 反向传播滤波器 语义特征网络 外观特征网络 目标跟踪
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A New Method of Semantic Network Knowledge Representation Based on Extended Petri Net 被引量:1
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作者 Ru Qi Zhou 《Computer Technology and Application》 2013年第5期245-253,共9页
Abstract: It was discussed that the way to reflect the internal relations between judgment and identification, the two most fundamental ways of thinking or cognition operations, during the course of the semantic netw... Abstract: It was discussed that the way to reflect the internal relations between judgment and identification, the two most fundamental ways of thinking or cognition operations, during the course of the semantic network knowledge representation processing. A new extended Petri net is defined based on qualitative mapping, which strengths the expressive ability of the feature of thinking and the mode of action of brain. A model of semantic network knowledge representation based on new Petri net is given. Semantic network knowledge has a more efficient representation and reasoning mechanism. This model not only can reflect the characteristics of associative memory in semantic network knowledge representation, but also can use Petri net to express the criterion changes and its change law of recognition judgment, especially the cognitive operation of thinking based on extraction and integration of sensory characteristics to well express the thinking transition course from quantitative change to qualitative change of human cognition. 展开更多
关键词 Semantic network Petri net knowledge representation qualitative mapping.
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Research on Optimized Allocation of English Teaching Resources Based on Network Cloud Platform
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作者 LIU Yajuan 《International English Education Research》 2018年第1期73-76,共4页
The allocation of resources in English teaching can improve the ability of resource sharing, in order to optimize the allocation of resources, so as to improve the performance of English teaching, and promote the cons... The allocation of resources in English teaching can improve the ability of resource sharing, in order to optimize the allocation of resources, so as to improve the performance of English teaching, and promote the construction of English teaching resources database, a method of optimizing the allocation of English teaching resources is proposed based on network cloud platform. Text semantic key words conceptual decision tree model is constructed for massive English teaching resources allocation, semantic information conversion method is used to compute key semantic features of English Teaching resources, the concept convergence point of English Teaching resource allocation is formed in semantic model. According to the set between the upper and lower relationship, a decision tree model of English Teaching semantic subject words is constructed, semantic conversion and information extraction are realized. English teaching resources optimization allocation simulation is taken in the cloud platform, simulation results show that the scheduling performance of English teaching resources is better, and the adaptive allocation ability of English teaching resources is stronger, and the resource utilization rate is higher. 展开更多
关键词 Network cloud platform English teaching resources Allocation: Decision tree model
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