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1. 发明授权

US08989451B2 Computer-implemented method for performing similarity searches 有权
标题翻译：用于执行相似性搜索的计算机实现的方法
公开(公告)号：US08989451B2
公开(公告)日：2015-03-24
申请号：US13618226
申请日：2012-09-14
申请人： Vincent Vanhoucke , Salih Burak Gokturk , Dragomir Anguelov , Kuang-chih Lee , Munjal Shah , Ashwin Tengli
发明人： Vincent Vanhoucke , Salih Burak Gokturk , Dragomir Anguelov , Kuang-chih Lee , Munjal Shah , Ashwin Tengli
IPC分类号： G06K9/00 , G06F17/30
CPC分类号： G06F17/30268 , G06F17/30253 , G06F17/30256 , G06F17/30265 , G06K9/00268 , G06K9/00288 , G06K9/00295 , G06K9/00375 , G06K9/00677 , G06K2009/00328
摘要： A similarity search may be performed on the image of a person, using visual characteristics and information that is known about the person. The search identifies images of other persons that are similar in appearance to the person in the image.
摘要翻译：可以使用关于该人的已知的视觉特征和信息来对人的图像执行相似性搜索。该搜索标识出与图像中的人物相似的其他人的图像。

2. 发明授权

US08571272B2 Techniques for enabling or establishing the use of face recognition algorithms 有权
公开(公告)号：US08571272B2
公开(公告)日：2013-10-29
申请号：US11685106
申请日：2007-03-12
申请人： Salih Burak Gokturk , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke , Munjal Shah , Diem Vu , Kuang-Chih Lee
发明人： Salih Burak Gokturk , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke , Munjal Shah , Diem Vu , Kuang-Chih Lee
IPC分类号： G06K9/00 , G06K9/36 , G06K9/03
CPC分类号： G06K9/00288 , G06K9/621
摘要： Embodiments described herein facilitate or enhance the implementation of image recognition processes which can perform recognition on images to identify objects and/or faces by class or by people.

3. 发明申请

US20130127893A1 SYSTEM AND METHOD FOR ENABLING IMAGE SEARCHING USING MANUAL ENRICHMENT, CLASSIFICATION, AND/OR SEGMENTATION 有权
标题翻译：使用手动增强，分类和/或分割来实现图像搜索的系统和方法
公开(公告)号：US20130127893A1
公开(公告)日：2013-05-23
申请号：US13619069
申请日：2012-09-14
申请人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
发明人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
IPC分类号： G06T7/00
CPC分类号： G06T7/0002 , G06F17/3025 , G06F17/30259 , G06F17/30262 , G06F17/30265 , G06F17/3028 , G06K9/46 , G06K9/6253
摘要： A system includes an image analysis module that is configured to programmatically analyze individual images in a collection of images in order to determine information about each image in the collection. The system may also include a manual interface that is configured to (i) interface with one or more human editors, and (ii) displays a plurality of panels concurrently. Individual panels may be provided for one or more analyzed images, and individual panels may be configured to display information that is at least indicative of the one or more images of that panel and/or of the information determined from the one or more images.
摘要翻译：系统包括图像分析模块，其被配置为以编程方式分析图像集合中的各个图像，以便确定关于集合中的每个图像的信息。系统还可以包括手动界面，其被配置为（i）与一个或多个人类编辑者接口，和（ii）同时显示多个面板。可以为一个或多个分析的图像提供单独的面板，并且单独的面板可以被配置为显示至少指示该面板的一个或多个图像和/或从一个或多个图像确定的信息的信息。

4. 发明授权

US08385633B2 Techniques for enabling or establishing the use of face recognition algorithms 失效
标题翻译：用于启用或建立使用人脸识别算法的技术
公开(公告)号：US08385633B2
公开(公告)日：2013-02-26
申请号：US12961790
申请日：2010-12-07
申请人： Salih Burak Gokturk , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke , Munjal Shah , Diem Vu , Kuang-Chih Lee
发明人： Salih Burak Gokturk , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke , Munjal Shah , Diem Vu , Kuang-Chih Lee
IPC分类号： G06K9/62 , G06K9/80 , G06K9/00
CPC分类号： G06K9/00288 , G06K9/621
摘要： Embodiments described herein facilitate or enhance the implementation of image recognition processes which can perform recognition on images to identify objects and/or faces by class or by people.
摘要翻译：这里描述的实施例有助于或增强图像识别过程的实现，其可以执行图像上的识别以按类别或由人来识别对象和/或面部。

5. 发明申请

US20110311101A1 METHOD AND SYSTEM TO SEGMENT DEPTH IMAGES AND TO DETECT SHAPES IN THREE-DIMENSIONALLY ACQUIRED DATA 有权
标题翻译：分割深度图像并在三维数据中检测形状的方法和系统
公开(公告)号：US20110311101A1
公开(公告)日：2011-12-22
申请号：US13219349
申请日：2011-08-26
申请人： Abbes Rafii , Salih Burak Gokturk
发明人： Abbes Rafii , Salih Burak Gokturk
IPC分类号： G06K9/00
CPC分类号： G06T7/0081 , G06K9/00201 , G06T7/11 , G06T7/136 , G06T2207/10028 , G06T2207/30261
摘要： A method and system analyzes data acquired by image systems to more rapidly identify objects of interest in the data. In one embodiment, z-depth data are segmented such that neighboring image pixels having similar z-depths are given a common label. Blobs, or groups of pixels with a same label, may be defined to correspond to different objects. Blobs preferably are modeled as primitives to more rapidly identify objects in the acquired image. In some embodiments, a modified connected component analysis is carried out where image pixels are pre-grouped into regions of different depth values preferably using a depth value histogram. The histogram is divided into regions and image cluster centers are determined. A depth group value image containing blobs is obtained, with each pixel being assigned to one of the depth groups.
摘要翻译：一种方法和系统分析由图像系统获取的数据，以更快速地识别数据中感兴趣的对象。在一个实施例中，z深度数据被分割，使得具有相似z深度的相邻图像像素被给予公共标签。具有相同标签的Blob或像素组可以被定义为对应于不同的对象。 Blob优选地被建模为基元以更快速地识别所获取的图像中的对象。在一些实施例中，执行修改的连接分量分析，其中图像像素优选地使用深度值直方图被预分组成不同深度值的区域。直方图被划分为区域，确定图像聚类中心。获得包含斑点的深度组值图像，其中每个像素被分配给深度组之一。

6. 发明授权

US07809722B2 System and method for enabling search and retrieval from image files based on recognized information 有权
标题翻译：基于识别信息使图像文件能够进行搜索和检索的系统和方法
公开(公告)号：US07809722B2
公开(公告)日：2010-10-05
申请号：US11246741
申请日：2005-10-07
申请人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
IPC分类号： G06F17/30
CPC分类号： G06F17/30256
摘要： An embodiment provides for enabling retrieval of a collection of captured images that form at least a portion of a library of images. For each image in the collection, a captured image may be analyzed to recognize information from image data contained in the captured image, and an index may be generated, where the index data is based on the recognized information. Using the index, functionality such as search and retrieval is enabled. Various recognition techniques, including those that use the face, clothing, apparel, and combinations of characteristics may be utilized. Recognition may be performed on, among other things, persons and text carried on objects.
摘要翻译：实施例提供了能够检索形成图像库的至少一部分的所捕获图像的集合。对于集合中的每个图像，可以分析捕获的图像以从捕获的图像中包含的图像数据识别信息，并且可以生成索引，其中索引数据基于所识别的信息。使用索引，启用搜索和检索等功能。可以使用各种识别技术，包括使用面部，服装，服装和特征组合的识别技术。在其他情况下，可以执行承认对象上的人和文本。

7. 发明授权

US07783135B2 System and method for providing objectified image renderings using recognition information from images 有权
标题翻译：使用来自图像的识别信息提供客观化图像渲染的系统和方法
公开(公告)号：US07783135B2
公开(公告)日：2010-08-24
申请号：US11246434
申请日：2005-10-07
申请人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
IPC分类号： G06K9/40
CPC分类号： G06K9/6218 , G06F3/0482 , G06F17/30247 , G06F17/30253 , G06F17/30256 , G06F17/30265 , G06K9/00228 , G06K9/00288 , G06K9/00375 , G06K9/00671 , G06K9/6215 , G06K9/6267
摘要： An embodiment provides for enabling retrieval of a collection of captured images that form at least a portion of a library of images. For each image in the collection, a captured image may be analyzed to recognize information from image data contained in the captured image, and an index may be generated, where the index data is based on the recognized information. Using the index, functionality such as search and retrieval is enabled. Various recognition techniques, including those that use the face, clothing, apparel, and combinations of characteristics may be utilized. Recognition may be performed on, among other things, persons and text carried on objects.
摘要翻译：实施例提供了能够检索形成图像库的至少一部分的所捕获图像的集合。对于集合中的每个图像，可以分析捕获的图像以从捕获的图像中包含的图像数据识别信息，并且可以生成索引，其中索引数据基于所识别的信息。使用索引，启用搜索和检索等功能。可以使用各种识别技术，包括使用面部，服装，服装和特征组合的识别技术。在其他情况下，可以执行承认对象上的人和文本。

8. 发明申请

US20090208116A1 SYSTEM AND METHOD FOR USE OF IMAGES WITH RECOGNITION ANALYSIS 有权
标题翻译：用于图像识别分析的系统和方法
公开(公告)号：US20090208116A1
公开(公告)日：2009-08-20
申请号：US12431706
申请日：2009-04-28
申请人： Salih Burak Gokturk , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Munjal Shah , Azhar Khan
IPC分类号： G06K9/62 , G06F17/30 , G06Q30/00
CPC分类号： G06F17/30256 , G06F3/04842 , G06F3/04847 , G06F17/3025 , G06F17/30259 , G06F17/30268 , G06F17/30277 , G06K9/00664 , G06K9/6201 , G06K9/6202 , G06Q30/0225
摘要： An index is provided that holds information about each image content item in a collection of items, For each image content item, a first information item identifying the image content item and its location on a network, and at least one of (i) a second information item identifying a signature value of an object in the image content, or (ii) identification of a recognized object in the image content.
摘要翻译：提供索引，其保存关于项目集合中的每个图像内容项目的信息。对于每个图像内容项目，标识图像内容项目的第一信息项目及其在网络上的位置，以及（i）第二识别图像内容中的对象的签名值的信息项，或（ii）图像内容中的识别对象的识别。

9. 发明授权

US07526120B2 System and method for providing intelligent airbag deployment 有权
标题翻译：提供智能安全气囊部署的系统和方法
公开(公告)号：US07526120B2
公开(公告)日：2009-04-28
申请号：US10660907
申请日：2003-09-11
申请人： Salih Burak Gokturk , Cyrus Bamji , Abbas Rafii , Carlo Tomasi , Xinqiao Liu
发明人： Salih Burak Gokturk , Cyrus Bamji , Abbas Rafii , Carlo Tomasi , Xinqiao Liu
IPC分类号： G06K9/00
CPC分类号： B60R21/01516 , B60R21/013 , B60R21/0152 , B60R21/01538 , G06K9/00362
摘要： A sensor system is provided for determining a deployment level of an airbag in a vehicle. A light source of the sensor system emits light onto a region around a vehicle seat. An array of light-sensitive pixels which capture reflected light from the scene, including reflected light that originated from the light source. Processing resources are provided that determine depth information for an object in the scene based on a time-of-flight characteristic of the reflected light from the light source captured on the array. The processing resources may be configured to determine occupancy data for the object based on the captured reflected light from the scene. The processing resources are configured to determine the deployment level of the airbag based at least in part on the occupancy data in when a collision of the vehicle occurs.
摘要翻译：提供用于确定车辆中的气囊的展开水平的传感器系统。传感器系统的光源将光发射到车辆座椅周围的区域。捕获来自场景的反射光的光敏像素阵列，包括源自光源的反射光。提供处理资源，其基于来自在阵列上捕获的光源的反射光的飞行时间特性来确定场景中的对象的深度信息。处理资源可以被配置为基于来自场景的所捕获的反射光来确定对象的占用数据。处理资源被配置为至少部分地基于当车辆碰撞发生时的占用数据来确定安全气囊的部署水平。

10. 发明申请

US20080199075A1 COMPUTER IMPLEMENTED TECHNIQUE FOR ANALYZING IMAGES 有权
标题翻译：用于分析图像的计算机实现技术
公开(公告)号：US20080199075A1
公开(公告)日：2008-08-21
申请号：US11841355
申请日：2007-08-20
申请人： Salih Burak Gokturk , Lorenzo Torresani , Kuang-chih Lee , Dragomir Anguelov
发明人： Salih Burak Gokturk , Lorenzo Torresani , Kuang-chih Lee , Dragomir Anguelov
IPC分类号： G06K9/34
CPC分类号： G06K9/6276 , G06K9/6251
摘要： An input image is received, represented by a matrix D having a first number of dimensions. Each of the first number of dimensions may represent or correspond to a portion of the image. A metric objective may be identified. A dimensional reduction on the matrix D may then be performed that optimize the metric objective, so that a matrix d of a second number of dimensions is identified to represent the input image, where the second number of dimensions is less than the first number of dimensions.
摘要翻译：接收由具有第一数量维数的矩阵D表示的输入图像。第一数量的维度中的每一个可以表示或对应于图像的一部分。可以确定度量目标。然后可以执行矩阵D上的尺寸减小，其优化度量目标，使得识别第二数量维度的矩阵d以表示输入图像，其中第二数量的维度小于第一数量的维度。

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