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1. 发明授权

US07978906B2 Capturing long-range correlations in patch models 有权
标题翻译：在补丁模型中捕获长距离相关性
公开(公告)号：US07978906B2
公开(公告)日：2011-07-12
申请号：US11763136
申请日：2007-06-14
申请人： Nebojsa Jojic , Vincent Cheung
发明人： Nebojsa Jojic , Vincent Cheung
IPC分类号： G06K9/62
CPC分类号： G06K9/469 , G06K9/6255
摘要： Systems and methodologies for modeling data in accordance with one or more embodiments disclosed herein are operable to receive input data, create data patches from the input data, obtain long-range correlations between the data patches, and model the input data as a patch model based at least in part on the data patches and the long-range correlations. Various learning algorithms are additionally provided for refining the patch model created in accordance with one or more embodiments disclosed herein. Further, systems and methodologies for synthesizing a patch model created in accordance with various aspects of the present invention with a set of test data to perform a transformation represented by the patch model on the test data are provided.
摘要翻译：根据本文公开的一个或多个实施例的用于建模数据的系统和方法可操作用于接收输入数据，从输入数据创建数据补丁，获得数据补丁之间的长距离相关性，并将输入数据建模为基于补丁模型至少部分地基于数据补丁和长距离相关性。另外提供了各种学习算法，用于细化根据本文公开的一个或多个实施例创建的贴片模型。此外，提供了用于根据本发明的各个方面创建的用于合成测试数据的一组测试数据来进行由测试数据上的补丁模型表示的变换的补丁模型的系统和方法。

2. 发明申请

US20080310755A1 CAPTURING LONG-RANGE CORRELATIONS IN PATCH MODELS 有权
标题翻译：捕捉模式中的长距离关系
公开(公告)号：US20080310755A1
公开(公告)日：2008-12-18
申请号：US11763136
申请日：2007-06-14
申请人： Nebojsa Jojic , Vincent Cheung
发明人： Nebojsa Jojic , Vincent Cheung
IPC分类号： G06K9/64
CPC分类号： G06K9/469 , G06K9/6255
摘要： Systems and methodologies for modeling data in accordance with one or more embodiments disclosed herein are operable to receive input data, create data patches from the input data, obtain long-range correlations between the data patches, and model the input data as a patch model based at least in part on the data patches and the long-range correlations. Various learning algorithms are additionally provided for refining the patch model created in accordance with one or more embodiments disclosed herein. Further, systems and methodologies for synthesizing a patch model created in accordance with various aspects of the present invention with a set of test data to perform a transformation represented by the patch model on the test data are provided.
摘要翻译：根据本文公开的一个或多个实施例的用于建模数据的系统和方法可操作以接收输入数据，从输入数据创建数据补丁，获得数据补丁之间的长距离相关性，并将输入数据建模为基于补丁模型至少部分地基于数据补丁和长距离相关性。另外提供了各种学习算法，用于细化根据本文公开的一个或多个实施例创建的贴片模型。此外，提供了用于根据本发明的各个方面创建的用于合成测试数据的一组测试数据来进行由测试数据上的补丁模型表示的变换的补丁模型的系统和方法。

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