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1. 发明授权

US08170280B2 Integrated systems and methods for video-based object modeling, recognition, and tracking 有权
标题翻译：用于基于视频的对象建模，识别和跟踪的集成系统和方法
公开(公告)号：US08170280B2
公开(公告)日：2012-05-01
申请号：US12327589
申请日：2008-12-03
申请人： Liang Zhao , Matthew G. Berry
发明人： Liang Zhao , Matthew G. Berry
IPC分类号： G06K9/00 , G06F3/00
CPC分类号： G06K9/6255 , G06K9/00295 , G06K9/00711 , G06T7/248 , G06T7/40 , G06T2207/10016 , G06T2207/20081 , G06T2207/30201
摘要： The present disclosure relates to systems and methods for modeling, recognizing, and tracking object images in video files. In one embodiment, a video file, which includes a plurality of frames, is received. An image of an object is extracted from a particular frame in the video file, and a subsequent image is also extracted from a subsequent frame. A similarity value is then calculated between the extracted images from the particular frame and subsequent frame. If the calculated similarity value exceeds a predetermined similarity threshold, the extracted object images are assigned to an object group. The object group is used to generate an object model associated with images in the group, wherein the model is comprised of image features extracted from optimal object images in the object group. Optimal images from the group are also used for comparison to other object models for purposes of identifying images.
摘要翻译：本公开涉及用于在视频文件中建模，识别和跟踪对象图像的系统和方法。在一个实施例中，接收包括多个帧的视频文件。从视频文件中的特定帧提取对象的图像，并且还从后续帧中提取后续图像。然后在从特定帧和随后帧的提取的图像之间计算相似度值。如果所计算的相似度值超过预定的相似性阈值，则将所提取的对象图像分配给对象组。对象组用于生成与组中的图像相关联的对象模型，其中模型包括从对象组中的最佳对象图像提取的图像特征。为了识别图像，该组的最佳图像也用于与其他对象模型进行比较。

2. 发明申请

US20090235150A1 SYSTEMS AND METHODS FOR DYNAMICALLY CREATING HYPERLINKS ASSOCIATED WITH RELEVANT MULTIMEDIA CONTENT 有权
标题翻译：动态创造与相关多媒体内容相关的超音速的系统和方法
公开(公告)号：US20090235150A1
公开(公告)日：2009-09-17
申请号：US12405298
申请日：2009-03-17
申请人： Matthew G. Berry
发明人： Matthew G. Berry
IPC分类号： G06F17/00 , G06F17/30
CPC分类号： G06F17/30038 , G06F17/30781 , G06F17/30876 , G06F17/3089
摘要： The present disclosure relates to systems and methods for dynamically creating hyperlinks associated with relevant multimedia content in a computer network. A hyperlink generation module receives an electronic text file from a server. The module searches the text file to identify keywords present in the file. Once the keywords have been identified, a database is queried to identify multimedia content that is related to the keywords. Generally, multimedia content is associated with metadata to enable efficient searching of the multimedia content. Typically, the multimedia content is contextually relevant to both the identified keywords and text file. One or more hyperlinks corresponding to the keywords are then generated and inserted into the text file. The hyperlinks provide pointers to the identified multimedia content. After insertion into the text file, the hyperlinks may be clicked by a user or viewer of the file to retrieve and display the identified multimedia content.
摘要翻译：本公开涉及用于动态地创建与计算机网络中的相关多媒体内容相关联的超链接的系统和方法。超链接生成模块从服务器接收电子文本文件。模块搜索文本文件以识别文件中存在的关键字。一旦确定了关键字，就会查询一个数据库来识别与关键字相关的多媒体内容。通常，多媒体内容与元数据相关联，以便能够有效地搜索多媒体内容。通常，多媒体内容与识别的关键字和文本文件的上下文相关。然后生成与关键字对应的一个或多个超链接并将其插入到文本文件中。超链接提供指向所识别的多媒体内容的指针。在插入文本文件之后，可以由文件的用户或浏览者点击超链接来检索和显示所标识的多媒体内容。

3. 发明授权

US08380045B2 Systems and methods for robust video signature with area augmented matching 有权
标题翻译：用于强化视频签名的区域增强匹配的系统和方法
公开(公告)号：US08380045B2
公开(公告)日：2013-02-19
申请号：US12248596
申请日：2008-10-09
申请人： Matthew G. Berry , Schuyler E. Eckstrom
发明人： Matthew G. Berry , Schuyler E. Eckstrom
IPC分类号： H04N9/80 , H04N5/76 , H04N5/225 , H04N5/917 , H04N7/173 , H04N11/02 , G06F15/16 , G06F17/00 , G06K9/36 , G06K9/64
CPC分类号： H04N5/147 , H04N5/913 , H04N2005/91385
摘要： Systems and methods are provided for generating unique signatures for digital video files to locate video sequences within a video file comprising calculating a frame signature for each frame of a first video; and for a second video: calculating a frame signature for each frame of the second video for corresponding first video frame signatures, calculating a frame distance between each of the corresponding video frame signatures, determining video signature similarity between the videos, and searching within a video signature similarity curve to determine a maximum corresponding to the first video within the second video. The method further applies area augmentation to the video signature similarity curve to determine a maximum from among a plurality of maxima corresponding to the first video file within the second video file.
摘要翻译：系统和方法被提供用于产生用于数字视频文件的唯一签名以定位视频文件内的视频序列，包括计算第一视频的每个帧的帧签名; 并且对于第二视频：为相应的第一视频帧签名计算第二视频的每帧的帧签名，计算每个相应视频帧签名之间的帧距离，确定视频之间的视频签名相似性以及在视频内搜索签名相似性曲线以确定与第二视频内的第一视频相对应的最大值。该方法还将区域增加应用于视频签名相似性曲线，以确定与第二视频文件内的第一视频文件相对应的多个最大值中的最大值。

4. 发明授权

US08281231B2 Timeline alignment for closed-caption text using speech recognition transcripts 有权
标题翻译：使用语音识别记录的闭路字幕文本的时间线对齐
公开(公告)号：US08281231B2
公开(公告)日：2012-10-02
申请号：US12881026
申请日：2010-09-13
申请人： Matthew G. Berry , Changwen Yang
发明人： Matthew G. Berry , Changwen Yang
IPC分类号： G06F17/00
CPC分类号： H04N21/4884 , G11B27/10 , G11B27/28 , G11B27/322 , H04N7/0885 , H04N21/234336 , H04N21/4307
摘要： Method, systems, and computer program products for synchronizing text with audio in a multimedia file, wherein the multimedia file is defined by a timeline having a start point and end point and respective points in time therebetween, wherein an N-gram analysis is used to compare each word of a closed-captioned text associated with the multimedia file with words generated by an automated speech recognition (ASR) analysis of the audio of the multimedia file to create an accurate, time-based metadata file in which each closed-captioned word is associated with a respective point on the timeline corresponding to the same point in time on the timeline in which the word is actually spoken in the audio and occurs within the video.
摘要翻译：用于在多媒体文件中同步文本与音频的方法，系统和计算机程序产品，其中所述多媒体文件由具有起始点和终点及其间的相应时间点的时间线定义，其中使用N克分析将与多媒体文件相关联的封闭字幕文本的每个单词与通过多媒体文件的音频的自动语音识别（ASR）分析生成的单词进行比较，以创建精确的基于时间的元数据文件，其中每个闭包字与时间轴上对应于在音频中实际讲话的时间线上的相同时间点上的相应点相关联，并发生在视频内。

5. 发明申请

US20090208106A1 SYSTEMS AND METHODS FOR SEMANTICALLY CLASSIFYING SHOTS IN VIDEO 有权
标题翻译：在视频中进行分类分类的系统和方法
公开(公告)号：US20090208106A1
公开(公告)日：2009-08-20
申请号：US12372561
申请日：2009-02-17
申请人： Heather Dunlop , Matthew G. Berry
发明人： Heather Dunlop , Matthew G. Berry
IPC分类号： G06K9/34 , G06K9/62
CPC分类号： G06K9/00664 , G06K9/00711
摘要： The present disclosure relates to systems and methods for classifying videos based on video content. For a given video file including a plurality of frames, a subset of frames is extracted for processing. Frames that are too dark, blurry, or otherwise poor classification candidates are discarded from the subset. Generally, material classification scores that describe type of material content likely included in each frame are calculated for the remaining frames in the subset. The material classification scores are used to generate material arrangement vectors that represent the spatial arrangement of material content in each frame. The material arrangement vectors are subsequently classified to generate a scene classification score vector for each frame. The scene classification results are averaged (or otherwise processed) across all frames in the subset to associate the video file with one or more predefined scene categories related to overall types of scene content of the video file.
摘要翻译：本公开涉及基于视频内容对视频进行分类的系统和方法。对于包括多个帧的给定视频文件，提取帧的子集用于处理。从子集中丢弃太暗，模糊或其他不良分类候选的帧。通常，针对子集中的剩余帧计算描述每帧中可能包括的材料内容类型的材料分类分数。材料分类分数用于生成表示每帧中材料内容的空间排列的材料排列向量。随后将材料排列向量分类以产生每帧的场景分类分数向量。场景分类结果在子集中的所有帧上被平均（或以其它方式处理），以将视频文件与与视频文件的场景内容的总体类型相关的一个或多个预定义场景类别相关联。

6. 发明授权

US10095367B1 Time-based metadata management system for digital media 有权
公开(公告)号：US10095367B1
公开(公告)日：2018-10-09
申请号：US12905520
申请日：2010-10-15
申请人： Matthew G. Berry , Tim Jones , Isaac Kunkel
发明人： Matthew G. Berry , Tim Jones , Isaac Kunkel
IPC分类号： G06F3/048
摘要： Managing metadata associated with a digital media asset includes selecting the digital media asset, displaying the digital media asset in a filmstrip format that presents one or more scenes from the digital media asset along a timeline, wherein each scene corresponds with an underlying point in time along the timeline, and wherein the digital media asset has a start time and an end time that define the timeline, displaying at least one track in timeline alignment with the film strip format wherein the at least one track corresponds with a type of metadata associated with the digital media asset, and displaying on the at least one track, one or more segments, wherein each segment has a start point and an end point along the timeline and wherein each respective segment represents a span of time in which the type of metadata occurs within the digital media asset.

7. 发明授权

US08311390B2 Systems and methods for identifying pre-inserted and/or potential advertisement breaks in a video sequence 有权
标题翻译：用于识别视频序列中的预插入和/或潜在广告中断的系统和方法
公开(公告)号：US08311390B2
公开(公告)日：2012-11-13
申请号：US12466167
申请日：2009-05-14
申请人： Matthew G. Berry
发明人： Matthew G. Berry
IPC分类号： H04N9/82
CPC分类号： H04N7/173 , G06K9/00711 , H04N5/76 , H04N9/898 , H04N21/233 , H04N21/23418 , H04N21/6125 , H04N21/812 , H04N21/84
摘要： The present disclosure relates to systems and methods for identifying advertisement breaks in digital video files. Generally, an advertisement break identification module receives a digital video file and generates an edge response for each of one or more frames extracted from the video file. If one of the generated edge responses for a particular frame is less than a predefined threshold, then the module identifies the particular frame as the start of an advertisement break. The module then generates further edge responses for frames subsequent to the identified particular frame. Once an edge response is generated for a particular subsequent frame that is greater than the threshold, it is identified as the end of the advertisement break. The video file may then be manipulated or transformed, such as by associating metadata with the advertisement break for a variety of uses, removing the advertisement break from the video file, etc. Optionally, various time and/or frame thresholds, as well as an audio verification process, are used to validate the identified advertisement break.
摘要翻译：本公开涉及用于识别数字视频文件中的广告中断的系统和方法。通常，广告断裂识别模块接收数字视频文件，并且生成从视频文件提取的一个或多个帧中的每个帧的边缘响应。如果特定帧的生成的边缘响应之一小于预定阈值，则该模块将该特定帧识别为广告中断的开始。然后，该模块为所识别的特定帧之后的帧生成进一步的边缘响应。一旦对于大于阈值的特定后续帧生成边缘响应，则将其识别为广告中断的结束。然后可以对视频文件进行操作或变换，例如通过将元数据与用于各种用途的广告中断相关联，从视频文件中删除广告中断等。可选地，各种时间和/或帧阈值以及音频验证过程用于验证识别的广告中断。

8. 发明授权

US08311344B2 Systems and methods for semantically classifying shots in video 有权
标题翻译：视频中镜像语义分类的系统和方法
公开(公告)号：US08311344B2
公开(公告)日：2012-11-13
申请号：US12372561
申请日：2009-02-17
申请人： Heather Dunlop , Matthew G. Berry
发明人： Heather Dunlop , Matthew G. Berry
IPC分类号： G06K9/62
CPC分类号： G06K9/00664 , G06K9/00711
摘要： The present disclosure relates to systems and methods for classifying videos based on video content. For a given video file including a plurality of frames, a subset of frames is extracted for processing. Frames that are too dark, blurry, or otherwise poor classification candidates are discarded from the subset. Generally, material classification scores that describe type of material content likely included in each frame are calculated for the remaining frames in the subset. The material classification scores are used to generate material arrangement vectors that represent the spatial arrangement of material content in each frame. The material arrangement vectors are subsequently classified to generate a scene classification score vector for each frame. The scene classification results are averaged (or otherwise processed) across all frames in the subset to associate the video file with one or more predefined scene categories related to overall types of scene content of the video file.
摘要翻译：本公开涉及基于视频内容对视频进行分类的系统和方法。对于包括多个帧的给定视频文件，提取帧的子集用于处理。从子集中丢弃太暗，模糊或其他不良分类候选的帧。通常，针对子集中的剩余帧计算描述每帧中可能包括的材料内容类型的材料分类分数。材料分类分数用于生成表示每帧中材料内容的空间排列的材料排列向量。随后将材料排列向量分类以产生每帧的场景分类分数向量。场景分类结果在子集中的所有帧上被平均（或以其它方式处理），以将视频文件与与视频文件的场景内容的总体类型相关的一个或多个预定义场景类别相关联。

9. 发明授权

US09690786B2 Systems and methods for dynamically creating hyperlinks associated with relevant multimedia content 有权
公开(公告)号：US09690786B2
公开(公告)日：2017-06-27
申请号：US12405298
申请日：2009-03-17
申请人： Matthew G. Berry
发明人： Matthew G. Berry
IPC分类号： G06F17/30
CPC分类号： G06F17/30038 , G06F17/30781 , G06F17/30876 , G06F17/3089
摘要： The present disclosure relates to systems and methods for dynamically creating hyperlinks associated with relevant multimedia content in a computer network. A hyperlink generation module receives an electronic text file from a server. The module searches the text file to identify keywords present in the file. Once the keywords have been identified, a database is queried to identify multimedia content that is related to the keywords. Generally, multimedia content is associated with metadata to enable efficient searching of the multimedia content. Typically, the multimedia content is contextually relevant to both the identified keywords and text file. One or more hyperlinks corresponding to the keywords are then generated and inserted into the text file. The hyperlinks provide pointers to the identified multimedia content. After insertion into the text file, the hyperlinks may be clicked by a user or viewer of the file to retrieve and display the identified multimedia content.

10. 发明申请

US20110134321A1 Timeline Alignment for Closed-Caption Text Using Speech Recognition Transcripts 有权
标题翻译：使用语音识别的闭路字幕文本的时间轴校准脚本
公开(公告)号：US20110134321A1
公开(公告)日：2011-06-09
申请号：US12881026
申请日：2010-09-13
申请人： Matthew G. Berry , Changwen Yang
发明人： Matthew G. Berry , Changwen Yang
IPC分类号： H04N7/025
CPC分类号： H04N21/4884 , G11B27/10 , G11B27/28 , G11B27/322 , H04N7/0885 , H04N21/234336 , H04N21/4307
摘要： Method, systems, and computer program products for synchronizing text with audio in a multimedia file, wherein the multimedia file is defined by a timeline having a start point and end point and respective points in time therebetween, wherein an N-gram analysis is used to compare each word of a closed-captioned text associated with the multimedia file with words generated by an automated speech recognition (ASR) analysis of the audio of the multimedia file to create an accurate, time-based metadata file in which each closed-captioned word is associated with a respective point on the timeline corresponding to the same point in time on the timeline in which the word is actually spoken in the audio and occurs within the video.
摘要翻译：用于在多媒体文件中同步文本与音频的方法，系统和计算机程序产品，其中所述多媒体文件由具有起始点和终点及其间的相应时间点的时间线定义，其中使用N克分析将与多媒体文件相关联的封闭字幕文本的每个单词与通过多媒体文件的音频的自动语音识别（ASR）分析生成的单词进行比较，以创建精确的基于时间的元数据文件，其中每个闭包字与时间轴上对应于在音频中实际讲话的时间线上的相同时间点上的相应点相关联，并发生在视频内。

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