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1. 发明授权

US06889215B2 Intelligent air bag system 失效
标题翻译：智能气囊系统
公开(公告)号：US06889215B2
公开(公告)日：2005-05-03
申请号：US09858676
申请日：2001-05-16
申请人： Otman Basir , Fakhri Karray
发明人： Otman Basir , Fakhri Karray
IPC分类号： B60R21/01 , B60R21/015 , G06F151/18
CPC分类号： B60R21/01516 , B60R21/0153 , B60R21/01544 , B60R21/01546 , B60R21/01556 , B60R2021/01068 , B60R2021/01293
摘要： An intelligent air bag system includes a controller communicating with a sensor suite and the air bag. The controller preferably includes a fuzzy inference engine. The sensor suite includes a plurality of sensors such as weight sensors, acceleration sensors, seat belt activation sensors, and the like. The fuzzy inference engine determines deployment by using a rule base including a multiple of parameters. The decision to deploy the air bag and the strength of the air bag deployment is determined by controller using fuzzy logic to more particularly tailor deployment to present conditions.
摘要翻译：智能气囊系统包括与传感器套件和气囊通信的控制器。控制器优选地包括模糊推理机。传感器套件包括多个传感器，例如重量传感器，加速度传感器，安全带激活传感器等。模糊推理引擎通过使用包含多个参数的规则库来确定部署。控制器使用模糊逻辑来确定部署气囊和气囊展开强度的决定，以更具体地定制部署以呈现条件。

2. 发明授权

US07139738B2 Face recognition using evolutionary algorithms 失效
标题翻译：使用进化算法进行人脸识别
公开(公告)号：US07139738B2
公开(公告)日：2006-11-21
申请号：US10183691
申请日：2002-06-27
申请人： Vasanth Philomin , Srinivas Gutta , Miroslav Trajkovic
发明人： Vasanth Philomin , Srinivas Gutta , Miroslav Trajkovic
IPC分类号： G06F151/18
CPC分类号： G06K9/00288
摘要： A system and method wherein the parameters used for face recognition are determined via an evolutionary algorithm, such as a genetic algorithm. Candidate sets of parameters are evaluated for face recognition performance in a given environment. The most effective sets of parameters are used to generate offspring sets of parameters, and these offspring sets are subsequently evaluated for face recognition performance. This process is repeated, with each generation of offspring sets inheriting attributes of the most successful sets, until the system converges on a set of parameters that exhibits superior performance for the given environment. In like manner, other sets of parameters are determined for other environments. When the face recognition system is deployed, the appropriate set of parameters is used, dependent upon the environment in which the target images originate. In this manner, the system exhibits superior performance in each of the environments in which it is deployed.
摘要翻译：一种系统和方法，其中用于面部识别的参数通过诸如遗传算法的进化算法来确定。在给定的环境中评估候选参数集的面部识别性能。最有效的参数集用于生成参数的后代集合，随后对这些后代集进行面部识别性能的评估。这个过程被重复，每一代后代集继承了最成功的集合的属性，直到系统收敛于对给定环境表现出优异性能的一组参数。以类似的方式，为其他环境确定其他参数集。当部署脸部识别系统时，根据目标图像产生的环境，使用适当的参数集合。以这种方式，该系统在其部署的每个环境中表现出优异的性能。

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