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1. 发明授权

US07643655B2 System and method for animal seizure detection and classification using video analysis 有权
标题翻译：使用视频分析进行动物癫痫检测和分类的系统和方法
公开(公告)号：US07643655B2
公开(公告)日：2010-01-05
申请号：US11329573
申请日：2006-01-11
申请人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai
发明人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai
IPC分类号： G06K9/00 , A01K1/03
CPC分类号： A61B5/7264 , A01K1/031 , A01K29/005 , A61B5/1113 , A61B5/1116 , A61B5/1118 , A61B5/1128 , A61B5/4094 , A61B5/7267 , A61B2503/40 , A61B2503/42 , G06K9/00335 , G06K9/00342 , G06K9/00362 , G06T7/20 , G06T2207/30004
摘要： A system and method for analyzing video images including images of an animal to detect and classify seizure behavior of the animal. Seizure-salient features are detected from identified postures and identified movements of body parts of the animal. The seizure-salient features are used to detect and classify the occurrences of seizures.
摘要翻译：一种用于分析包括动物图像的视频图像以检测和分类动物的发作行为的系统和方法。从识别的姿势和动物的身体部位的运动中检测到发作特征。癫痫发作特征用于检测和分类发作的发作。

2. 发明申请

US20070175406A1 UNIFIED SYSTEM AND METHOD FOR ANIMAL BEHAVIOR CHARACTERIZATION IN HOME CAGES USING VIDEO ANALYSIS 审中-公开
标题翻译：使用视频分析的家庭电影中的动画行为特征的统一系统和方法
公开(公告)号：US20070175406A1
公开(公告)日：2007-08-02
申请号：US11697544
申请日：2007-04-06
申请人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai , Yi Zhang
发明人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai , Yi Zhang
IPC分类号： A01K37/00
CPC分类号： G06K9/00342 , A01K1/031 , A61B5/1113 , A61B5/1116 , A61B5/1118 , A61B5/1128 , A61B5/4094 , A61B5/7264 , A61B5/7267 , A61B2503/40 , A61B2503/42 , G06K9/00335 , G06K9/00369 , G06T7/20 , G06T2207/30004 , G16H40/67
摘要： Systems and methods for finding the position and shape of an animal using video are disclosed. The invention includes a system with a video camera coupled to a computer in which the computer is configured to automatically provide animal segmentation and identification, animal motion tracking (for moving animals), animal posture classification, and behavior identification. In a preferred embodiment, the present invention may use background subtraction for animal identification and tracking, and a combination of decision tree classification and rule-based classification for posture and behavior identification. Thus, the present invention is capable of automatically monitoring a video image to identify, track and classify the actions of various animals and the animal's movements within the image. The image may be provided in real time or from storage.
摘要翻译：公开了使用视频来查找动物的位置和形状的系统和方法。本发明包括具有耦合到计算机的摄像机的系统，其中计算机被配置为自动提供动物分割和识别，动物运动跟踪（用于移动动物），动物姿势分类和行为识别。在优选实施例中，本发明可以使用用于动物识别和跟踪的背景减除，以及用于姿势和行为识别的决策树分类和基于规则的分类的组合。因此，本发明能够自动监视视频图像以识别，跟踪和分类各种动物的动作和图像内动物的动作。图像可以实时地或从存储提供。

3. 发明授权

US08634635B2 System and method for stereo-view multiple animal behavior characterization 失效
标题翻译：用于立体视图多动物行为表征的系统和方法
公开(公告)号：US08634635B2
公开(公告)日：2014-01-21
申请号：US12261691
申请日：2008-10-30
申请人： Xuesheng Bai , Vikrant N. Kobla , FaYin Li , Dongliang Liu , Yiqing Liang
发明人： Xuesheng Bai , Vikrant N. Kobla , FaYin Li , Dongliang Liu , Yiqing Liang
IPC分类号： G06K9/00
CPC分类号： G06K9/00335 , A01K1/031 , A01K29/005
摘要： In general, the present invention is directed to systems and methods for identifying behaviors of two or more animal using video. The invention includes a system with at least two video cameras coupled to a computer where the computer is configured to automatically perform animal segmentation and identification, animal body parts identification, and behavior identification.
摘要翻译：通常，本发明涉及用于识别两个或更多个使用视频的动物的行为的系统和方法。本发明包括具有耦合到计算机的至少两个摄像机的系统，其中计算机被配置为自动执行动物分割和识别，动物身体部位识别和行为识别。

4. 发明申请

US20090296992A1 UNIFIED SYSTEM AND METHOD FOR ANIMAL BEHAVIOR CHARACTERIZATION FROM TOP VIEW USING VIDEO ANALYSIS 有权
标题翻译：使用视频分析从顶视图进行动画行为表征的统一系统和方法
公开(公告)号：US20090296992A1
公开(公告)日：2009-12-03
申请号：US12365149
申请日：2009-02-03
申请人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai , Yi Zhang , Linda S Crnic , Stan L. Wilks , Wayne Wolf
发明人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai , Yi Zhang , Linda S Crnic , Stan L. Wilks , Wayne Wolf
IPC分类号： G06K9/00
CPC分类号： G06K9/00342 , A01K1/031 , A61B5/1113 , A61B5/1116 , A61B5/1118 , A61B5/1128 , A61B5/4094 , A61B5/7264 , A61B5/7267 , A61B2503/40 , A61B2503/42 , G06F19/00 , G06K9/00335 , G06K9/00369 , G06T7/20 , G06T2207/30004
摘要： In general, the present invention is directed to systems and methods for finding the position and shape of an animal using video. The invention includes a system with a video camera coupled to a computer in which the computer is configured to automatically provide animal segmentation and identification, animal motion tracking (for moving animals), animal feature points and segments identification, and behavior identification. In a preferred embodiment, the present invention may use background subtraction for animal identification and tracking, and a combination of decision tree classification and rule-based classification for feature points and segments and behavior identification. Thus, the present invention is capable of automatically monitoring a video image to identify, track and classify the actions of various animals and the animal's movements within the image. The image may be provided in real time or from storage. The invention is particularly useful for monitoring and classifying animal behavior for testing drugs and genetic mutations, but may be used in any of a number of other surveillance applications.
摘要翻译：通常，本发明涉及使用视频来找到动物的位置和形状的系统和方法。本发明包括具有耦合到计算机的摄像机的系统，其中计算机被配置为自动提供动物分割和识别，动物运动跟踪（用于移动的动物），动物特征点和段识别以及行为识别。在优选实施例中，本发明可以使用用于动物识别和跟踪的背景减除，以及决策树分类和特征点和段的规则分类和行为识别的组合。因此，本发明能够自动监视视频图像以识别，跟踪和分类各种动物的动作和图像内动物的动作。图像可以实时地或从存储提供。本发明特别可用于监测和分类用于测试药物和遗传突变的动物行为，但可用于许多其他监视应用中的任何一种。

5. 发明授权

US07209588B2 Unified system and method for animal behavior characterization in home cages using video analysis 有权
标题翻译：使用视频分析的家庭网箱动物行为表征的统一系统和方法
公开(公告)号：US07209588B2
公开(公告)日：2007-04-24
申请号：US10698044
申请日：2003-10-30
申请人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai , Yi Zhang
发明人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai , Yi Zhang
IPC分类号： G06K9/00
CPC分类号： G06K9/00342 , A01K1/031 , A61B5/1113 , A61B5/1116 , A61B5/1118 , A61B5/1128 , A61B5/4094 , A61B5/7264 , A61B5/7267 , A61B2503/40 , A61B2503/42 , G06F19/00 , G06K9/00335 , G06K9/00369 , G06T7/20 , G06T2207/30004
摘要： In general, the present invention is directed to systems and methods for finding the position and shape of an animal using video. The invention includes a system with a video camera coupled to a computer in which the computer is configured to automatically provide animal segmentation and identification, animal motion tracking (for moving animals), animal-posture classification, and behavior identification. In a preferred embodiment, the present invention may use background subtraction for animal identification and tracking, and a combination of decision tree classification and rule-based classification for posture and behavior identification. Thus, the present invention is capable of automatically monitoring a video image to identify, track and classify the actions of various animals and the animal's movements within the image. The image may be provided in real time or from storage. The invention is particularly useful for monitoring and classifying animal behavior for testing drugs and genetic mutations, but may be used in any of a number of other surveillance applications.
摘要翻译：通常，本发明涉及使用视频来找到动物的位置和形状的系统和方法。本发明包括具有耦合到计算机的摄像机的系统，其中计算机被配置为自动提供动物分割和识别，动物运动跟踪（用于移动的动物），动物姿势分类和行为识别。在优选实施例中，本发明可以使用用于动物识别和跟踪的背景减除，以及用于姿势和行为识别的决策树分类和基于规则的分类的组合。因此，本发明能够自动监视视频图像以识别，跟踪和分类各种动物的动作和图像内动物的动作。图像可以实时地或从存储提供。本发明特别可用于监测和分类用于测试药物和遗传突变的动物行为，但可用于许多其他监视应用中的任何一种。

6. 发明申请

US20100111359A1 SYSTEM AND METHOD FOR STEREO-VIEW MULTIPLE ANIMAL BEHAVIOR CHARACTERIZATION 失效
标题翻译：用于立体视图的系统和方法多种动画行为特征
公开(公告)号：US20100111359A1
公开(公告)日：2010-05-06
申请号：US12261691
申请日：2008-10-30
申请人： Xuesheng BAI , Vikrant N. KOBLA , FaYin LI , Dongliang LIU , Yiqing LIANG
发明人： Xuesheng BAI , Vikrant N. KOBLA , FaYin LI , Dongliang LIU , Yiqing LIANG
IPC分类号： G06K9/00 , G06K9/62
CPC分类号： G06K9/00335 , A01K1/031 , A01K29/005
摘要： In general, the present invention is directed to systems and methods for identifying behaviors of two or more animal using video. The invention includes a system with at least two video cameras coupled to a computer where the computer is configured to automatically perform animal segmentation and identification, animal body parts identification, and behavior identification.
摘要翻译：通常，本发明涉及用于识别两个或更多个使用视频的动物的行为的系统和方法。本发明包括具有耦合到计算机的至少两个摄像机的系统，其中计算机被配置为自动执行动物分割和识别，动物身体部位识别和行为识别。

7. 发明申请

US20060110049A1 System and method for animal seizure detection and classification using video analysis 有权
标题翻译：使用视频分析进行动物癫痫检测和分类的系统和方法
公开(公告)号：US20060110049A1
公开(公告)日：2006-05-25
申请号：US11329573
申请日：2006-01-11
申请人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai
发明人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai
IPC分类号： G06K9/62
CPC分类号： A61B5/7264 , A01K1/031 , A01K29/005 , A61B5/1113 , A61B5/1116 , A61B5/1118 , A61B5/1128 , A61B5/4094 , A61B5/7267 , A61B2503/40 , A61B2503/42 , G06K9/00335 , G06K9/00342 , G06K9/00362 , G06T7/20 , G06T2207/30004
摘要： A system and method for analyzing video images including images of an animal to detect and classify seizure behavior of the animal. Seizure-salient features are detected from identified postures and identified movements of body parts of the animal. The seizure-salient features are used to detect and classify the occurrences of seizures.
摘要翻译：一种用于分析包括动物图像的视频图像以检测和分类动物的发作行为的系统和方法。从识别的姿势和动物的身体部位的运动中检测到发作特征。癫痫发作特征用于检测和分类发作的发作。

8. 发明授权

US07817824B2 Unified system and method for animal behavior characterization from top view using video analysis 有权
标题翻译：使用视频分析从顶视图的动物行为表征的统一系统和方法
公开(公告)号：US07817824B2
公开(公告)日：2010-10-19
申请号：US12365149
申请日：2009-02-03
申请人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai , Yi Zhang , Linda S Crnic , Stan L. Wilks, legal representative , Wayne Wolf
发明人： Yiqing Liang , Vikrant Kobla , Xuesheng Bai , Yi Zhang , Linda S Crnic , Wayne Wolf
IPC分类号： G06K9/00 , G06K9/34 , G06K9/48 , G06K9/36 , G06K9/40 , A61K49/00 , H04N1/46
CPC分类号： G06K9/00342 , A01K1/031 , A61B5/1113 , A61B5/1116 , A61B5/1118 , A61B5/1128 , A61B5/4094 , A61B5/7264 , A61B5/7267 , A61B2503/40 , A61B2503/42 , G06F19/00 , G06K9/00335 , G06K9/00369 , G06T7/20 , G06T2207/30004
摘要： In general, the present invention is directed to systems and methods for finding the position and shape of an animal using video. The invention includes a system with a video camera coupled to a computer in which the computer is configured to automatically provide animal segmentation and identification, animal motion tracking (for moving animals), animal feature points and segments identification, and behavior identification. In a preferred embodiment, the present invention may use background subtraction for animal identification and tracking, and a combination of decision tree classification and rule-based classification for feature points and segments and behavior identification. Thus, the present invention is capable of automatically monitoring a video image to identify, track and classify the actions of various animals and the animal's movements within the image. The image may be provided in real time or from storage. The invention is particularly useful for monitoring and classifying animal behavior for testing drugs and genetic mutations, but may be used in any of a number of other surveillance applications.
摘要翻译：通常，本发明涉及使用视频来找到动物的位置和形状的系统和方法。本发明包括具有耦合到计算机的摄像机的系统，其中计算机被配置为自动提供动物分割和识别，动物运动跟踪（用于移动动物），动物特征点和段识别以及行为识别。在优选实施例中，本发明可以使用用于动物识别和跟踪的背景减除，以及决策树分类和特征点和段的规则分类和行为识别的组合。因此，本发明能够自动监视视频图像以识别，跟踪和分类各种动物的动作和图像内动物的动作。图像可以实时地或从存储提供。本发明特别可用于监测和分类用于测试药物和遗传突变的动物行为，但可用于许多其他监视应用中的任何一种。

9. 发明申请

US20090285452A1 UNIFIED SYSTEM AND METHOD FOR ANIMAL BEHAVIOR CHARACTERIZATION IN HOME CAGES USING VIDEO ANALYSIS 审中-公开
标题翻译：使用视频分析的家庭电影中的动画行为特征的统一系统和方法
公开(公告)号：US20090285452A1
公开(公告)日：2009-11-19
申请号：US12354727
申请日：2009-01-15
申请人： Yiqing LIANG , Vikrant KOBLA , Xuesheng BAI , Yi ZHANG , Linda S. Crnic , Stan L. Wilks , Wayne Wolf
发明人： Yiqing LIANG , Vikrant KOBLA , Xuesheng BAI , Yi ZHANG , Linda S. Crnic , Stan L. Wilks , Wayne Wolf
IPC分类号： G06K9/00
CPC分类号： G06K9/00342 , A01K1/031 , A61B5/1113 , A61B5/1116 , A61B5/1118 , A61B5/1128 , A61B5/4094 , A61B5/7264 , A61B5/7267 , A61B2503/40 , A61B2503/42 , G06K9/00335 , G06K9/00369 , G06T7/20 , G06T2207/30004 , G16H40/67
摘要： Systems and methods for finding the position and shape of an animal using video are disclosed. The invention includes a system with a video camera coupled to a computer in which the computer is configured to automatically provide animal segmentation and identification, animal motion tracking (for moving animals), animal posture classification, and behavior identification. In a preferred embodiment, the present invention may use background subtraction for animal identification and tracking, and a combination of decision tree classification and rule-based classification for posture and behavior identification. Thus, the present invention is capable of automatically monitoring a video image to identify, track and classify the actions of various animals and the animal's movements within the image. The image may be provided in real time or from storage.
摘要翻译：公开了使用视频来查找动物的位置和形状的系统和方法。本发明包括具有耦合到计算机的摄像机的系统，其中计算机被配置为自动提供动物分割和识别，动物运动跟踪（用于移动动物），动物姿势分类和行为识别。在优选实施例中，本发明可以使用用于动物识别和跟踪的背景减除，以及用于姿势和行为识别的决策树分类和基于规则的分类的组合。因此，本发明能够自动监视视频图像以识别，跟踪和分类各种动物的动作和图像内动物的动作。图像可以实时地或从存储提供。

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