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1. 发明申请

US20060120524A1 Method for secure object detection in images 有权
标题翻译：图像中安全物体检测的方法
公开(公告)号：US20060120524A1
公开(公告)日：2006-06-08
申请号：US11005293
申请日：2004-12-06
申请人： Shmuel Avidan , Moshe Butman , Ayelet Butman
发明人： Shmuel Avidan , Moshe Butman , Ayelet Butman
IPC分类号： H04N7/167
CPC分类号： G09C5/00 , G06T7/254 , G06T2207/30241 , H04L2209/46
摘要： A method processes an input image securely. An input image I is acquired in a client. A set of m random images, H1, . . . , Hm, and a coefficient vector, a=[a1, . . . , am], are generated such that the input image I is I=Σi=1mαi Hj. The set of the random images is transferred to a server including a weak classifier. In the server, a set of m convolved random images H′ are determined, such that {HI′=π1(H1*y}i.1m, where * is a convolution operator and π1 is a first random pixel permutation. The set of convolved images is transferred to the client. In the client, a set of m permuted images I′ is determined, such that I′=π2(Σi=1mαi H1′), where π2 is a second random pixel permutation. The set of permuted image is transferred to the server. In the server, a test image {overscore (I)} such that {overscore (I)}=α∫(I′) is determined and a true signal is returned to the client if there exists a pixel q in the test image such that {overscore (I)}(q)>0, otherwise return a false signal is returned to the client to indicate whether or not the input image contains an object.
摘要翻译：一种方法可以安全地处理输入图像。在客户端中获取输入图像I。一组m个随机图像，H 1，...，。。，H。。。。。。。。。。。。。。。。。。。。。。。。。。。。。。产生一个<！ - SIPO - >子，以使得输入图像I为I =Σ > H 。随机图像的集合被传送到包括弱分类器的服务器。在服务器中，确定一组m个卷积的随机图像H'，使得{H 1 = 1/1（H 1 / 其中*是卷积运算符，并且pi <1>是第一随机像素排列，卷积图像集合是在客户端中，确定一组置换图像I'，使得I'= pi <2>（Σ 1）其中pi2是第二随机像素排列，该组置换图像被转移到在服务器中，测试图像{overscore（I，使得{overscore（I =alpha∫（I'））被确定并且如果在测试图像中存在像素q，则将真实信号返回给客户端，使得 {overscore（I（q）> 0，否则返回一个假信号返回到客户端，以指示输入图像是否包含一个对象。

2. 发明申请

US20060123245A1 Method for secure component labeling in images 有权
标题翻译：图像中安全组件标签的方法
公开(公告)号：US20060123245A1
公开(公告)日：2006-06-08
申请号：US11005154
申请日：2004-12-06
申请人： Shmuel Avidan , Moshe Butman , Ayelet Butman
发明人： Shmuel Avidan , Moshe Butman , Ayelet Butman
IPC分类号： G06F12/14
CPC分类号： G06T7/174 , G06T7/11 , G06T7/187 , G06T2207/10016
摘要： A method processes an input image securely. An input image is acquired in a client and partitioned into a set of overlapping tiles. The set of overlapping tiles is transferred to a server. In the server, motion pixels in each tile that are immediately adjacent to other motions pixels in the tile are labeled locally to generate a set of locally labeled tiles. The set of locally labeled tiles is transferred to the client. In the client, the set of locally labeled tiles is labeled globally to generate a list of pairs of unique global labels. The list of pairs of unique global labels is transferred to the server. In the server, the pairs of unique global labels are classified into equivalence classes. The equivalence classes are transferred to the client and the motion pixels are relabeled in the client according to the equivalence classes to form connected components in the input image.
摘要翻译：一种方法可以安全地处理输入图像。在客户端中获取输入图像，并将其分割成一组重叠的图块。重叠瓦片组被传送到服务器。在服务器中，与瓦片中的其他运动像素紧邻的每个瓦片中的运动像素被本地标记以生成一组局部标记的瓦片。该组本地标记的图块被转移到客户端。在客户端中，本地标记的图块集合被全局标记以生成唯一全局标签对的列表。唯一全局标签对的列表被传送到服务器。在服务器中，唯一的全局标签对被分类为等价类。将等价类传送到客户端，并根据等价类在客户端中重新标记运动像素，以在输入图像中形成连接的组件。

3. 发明授权

US07391905B2 Method for secure component labeling in images 有权
标题翻译：图像中安全组件标签的方法
公开(公告)号：US07391905B2
公开(公告)日：2008-06-24
申请号：US11005154
申请日：2004-12-06
申请人： Shmuel Avidan , Moshe Butman , Ayelet Butman
发明人： Shmuel Avidan , Moshe Butman , Ayelet Butman
IPC分类号： G06K9/34 , G06K9/00
CPC分类号： G06T7/174 , G06T7/11 , G06T7/187 , G06T2207/10016
摘要： A method processes an input image securely. An input image is acquired in a client and partitioned into a set of overlapping tiles. The set of overlapping tiles is transferred to a server. In the server, motion pixels in each tile that are immediately adjacent to other motions pixels in the tile are labeled locally to generate a set of locally labeled tiles. The set of locally labeled tiles is transferred to the client. In the client, the set of locally labeled tiles is labeled globally to generate a list of pairs of unique global labels. The list of pairs of unique global labels is transferred to the server. In the server, the pairs of unique global labels are classified into equivalence classes. The equivalence classes are transferred to the client and the motion pixels are relabeled in the client according to the equivalence classes to form connected components in the input image.
摘要翻译：一种方法可以安全地处理输入图像。在客户端中获取输入图像，并将其分割成一组重叠的图块。重叠瓦片组被传送到服务器。在服务器中，与瓦片中的其他运动像素紧邻的每个瓦片中的运动像素被本地标记以生成一组局部标记的瓦片。该组本地标记的图块被转移到客户端。在客户端中，本地标记的图块集合被全局标记以生成唯一全局标签对的列表。唯一全局标签对的列表被传送到服务器。在服务器中，唯一的全局标签对被分类为等价类。将等价类传送到客户端，并根据等价类在客户端中重新标记运动像素，以在输入图像中形成连接的组件。

4. 发明申请

US20060120619A1 Method for secure background modeling in images 有权
标题翻译：图像中安全背景建模的方法
公开(公告)号：US20060120619A1
公开(公告)日：2006-06-08
申请号：US11005574
申请日：2004-12-06
申请人： Shmuel Avidan , Moshe Butman , Ayelet Butman
发明人： Shmuel Avidan , Moshe Butman , Ayelet Butman
IPC分类号： G06K9/00 , G06K9/36
CPC分类号： H04K1/00
摘要： A method processes a sequence of input images securely. A sequence of input images are acquired in a client. Pixels in each input image are permuted randomly according to a permutation π to generate a permuted image for each input image. Each permuted image is transferred to a server, which maintains a background image from the permuted images. In the server, each permuted image is combined with the background image to generate a corresponding permuted motion image for each permuted image. Each permuted motion image is transferred to the client and the pixels in each permuted motion image are reordered according to an inverse permutation π−1 to recover a corresponding motion image for each input image.
摘要翻译：一种方法可以安全地处理一系列输入图像。在客户端中获取输入图像序列。每个输入图像中的像素根据置换pi随机排列，以产生每个输入图像的置换图像。每个置换的图像被传送到服务器，该服务器保持来自置换的图像的背景图像。在服务器中，将每个置换的图像与背景图像组合以产生每个置换的图像的相应的置换运动图像。将每个置换的运动图像传送到客户端，并且根据逆置换pi ^{-1 重新排序每个置换运动图像中的像素，以恢复每个输入图像的相应运动图像。}

5. 发明授权

US07577252B2 Method for secure object detection in images 有权
标题翻译：图像中安全物体检测的方法
公开(公告)号：US07577252B2
公开(公告)日：2009-08-18
申请号：US11005293
申请日：2004-12-06
申请人： Shmuel Avidan , Moshe Butman , Ayelet Butman
发明人： Shmuel Avidan , Moshe Butman , Ayelet Butman
IPC分类号： H04N7/167
CPC分类号： G09C5/00 , G06T7/254 , G06T2207/30241 , H04L2209/46
摘要： A method processes an input image securely. An input image I is acquired in a client. A set of m random images, H1, . . . , Hm, and a coefficient vector, a=[a1, . . . , am], are generated such that the input image I is I=Σi=1mαiHj. The set of the random images is transferred to a server including a weak classifier. In the server, a set of m convolved random images H′ are determined, such that {H1′=π1(H1*y}i,1m, where * is a convolution operator and π1 is a first random pixel permutation. The set of convolved images is transferred to the client. In the client, a set of m permuted images I′ is determined, such that I′=π2(Σi=1mαiH1′), where π2 is a second random pixel permutation. The set of permuted image is transferred to the server. In the server, a test image Ī such that Ī=αƒ(I′) is determined and a true signal is returned to the client if there exists a pixel q in the test image such that Ī(q)>0, otherwise return a false signal is returned to the client to indicate whether or not the input image contains an object.
摘要翻译：一种方法可以安全地处理输入图像。在客户端中获取输入图像I。一组m个随机图像，H1，。。。，Hm和系数向量，a = [a1，... 。。，am]，使得输入图像I为I = Sigmai = 1malphaiHj。随机图像的集合被传送到包括弱分类器的服务器。在服务器中，确定一组m个卷积随机图像H'，使得{H1'= pi1（H1 * y} i，1m，其中*是卷积算子，pi1是第一随机像素排列，在客户端中，确定一组m个置换图像I'，使得I'= pi2（Sigmai = 1malphaiH1'），其中pi2是第二随机像素置换，该组置换图像在服务器中，如果测试图像中存在像素q，则确定I = alphaf（I'）的测试图像I，并且将真实信号返回给客户端，使得I（q） > 0，否则返回一个假信号返回给客户端，以指示输入图像是否包含一个对象。

6. 发明授权

US07372975B2 Method for secure background modeling in images 有权
标题翻译：图像中安全背景建模的方法
公开(公告)号：US07372975B2
公开(公告)日：2008-05-13
申请号：US11005574
申请日：2004-12-06
申请人： Shmuel Avidan , Moshe Butman , Ayelet Butman
发明人： Shmuel Avidan , Moshe Butman , Ayelet Butman
IPC分类号： G06K9/00
CPC分类号： H04K1/00
摘要： A method processes a sequence of input images securely. A sequence of input images are acquired in a client. Pixels in each input image are permuted randomly according to a permutation π to generate a permuted image for each input image. Each permuted image is transferred to a server, which maintains a background image from the permuted images. In the server, each permuted image is combined with the background image to generate a corresponding permuted motion image for each permuted image. Each permuted motion image is transferred to the client and the pixels in each permuted motion image are reordered according to an inverse permutation π−1 to recover a corresponding motion image for each input image.
摘要翻译：一种方法可以安全地处理一系列输入图像。在客户端中获取输入图像序列。每个输入图像中的像素根据置换pi随机排列，以产生每个输入图像的置换图像。每个置换的图像被传送到服务器，该服务器保持来自置换的图像的背景图像。在服务器中，将每个置换的图像与背景图像组合以产生每个置换的图像的相应的置换运动图像。将每个置换的运动图像传送到客户端，并且根据逆置换pi ^{-1 重新排序每个置换运动图像中的像素，以恢复每个输入图像的相应运动图像。}

7. 发明申请

US20070276776A1 User trainable detection apparatus and method 审中-公开
标题翻译：用户可训练的检测装置和方法
公开(公告)号：US20070276776A1
公开(公告)日：2007-11-29
申请号：US11598059
申请日：2006-11-13
申请人： Yoram Sagher , Ronen Saggir , Moshe Butman
发明人： Yoram Sagher , Ronen Saggir , Moshe Butman
IPC分类号： G06N3/08
CPC分类号： G06K9/00771 , G06K9/6254
摘要： A user trainable detecting apparatus for on site configuration comprises: one or more sensors; a detector for detecting events within the data arriving from the sensor, and a user interface that has labeling functionality, and which enables the user to label data from the sensor through the interface. A learning unit uses the labeled data for in-situ learning for use in the detector.
摘要翻译：用于现场配置的用户可训练检测装置包括：一个或多个传感器; 用于检测从传感器到达的数据内的事件的检测器，以及具有标签功能的用户接口，并且使得用户能够通过接口来标识来自传感器的数据。学习单元使用标记的数据进行原位学习，用于检测器。

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