Systems and methods are described for server-side contextual analysis of content available at a given uniform resource identifier (URI), which utilizes headless browser techniques to analyze a more complete and accurate version of page content than using existing techniques. For example, systems and methods are described for performing contextual analysis of content that would typically be displayed to a client device but is not included in an HTML file or other initial page source file available at the initially provided URI. The contextual analysis performed may include analyzing text using natural language processing and analyzing images using computer vision techniques.
G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
Systems and methods are provided for integrating supplemental overlay content within streaming video content that is to be broadcast to viewer devices. The overlay content to include in the streaming video content may be dynamically determined during video streaming and incorporated within individual frames of the video data, such as by a computing device of a user who is broadcasting his play of a video game or other activity, prior to the user's computing device sending those video frames (with embedded overlay content therein) to a streaming platform to be broadcast to potentially many viewers' devices.
A63F 13/61 - Generating or modifying game content before or while executing the game program, e.g. authoring tools specially adapted for game development or game-integrated level editor using advertising information
A63F 13/30 - Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers
A63F 13/52 - Controlling the output signals based on the game progress involving aspects of the displayed game scene
A63F 13/537 - Controlling the output signals based on the game progress involving additional visual information provided to the game scene, e.g. by overlay to simulate a head-up display [HUD] or displaying a laser sight in a shooting game using indicators, e.g. showing the condition of a game character on screen
Systems and methods are described for server-side manipulation of underlying video content in order to dynamically place overlay content within a video stream in a manner whereby a viewing user sees the advertisement content over or integrated within a portion of the base video content. Segments of the original video file may be modified by a server to display overlay content over a portion of the original content, and a revised manifest file may be generated by the server and sent to a client device. The revised manifest file may cause a video player on the client device to present in sequence (a) a first original portion of the video, (b) a second portion of the video modified to include overlaid advertisement content or other overlay content within the second portion, followed by (c) a third original portion of the video.
Systems and methods are described for server-side manipulation of underlying video content in order to dynamically place overlay content or other supplemental content within a video stream in a manner whereby a viewing user sees the advertisement content over or integrated within a portion of the base video content. Segments of the original video file may be modified by a server to display overlay content over a portion of the original content or integrated within the portion of the original content, and revised manifest data may be generated by the server and sent to a client device for playback. The systems and methods may include introducing a delay in the live stream relative to its original source in order to provide time for server-side creation of replacement video portions that include overlay content or other supplemental content.
H04N 21/235 - Processing of additional data, e.g. scrambling of additional data or processing content descriptors
H04N 21/2668 - Creating a channel for a dedicated end-user group, e.g. by inserting targeted commercials into a video stream based on end-user profiles
H04N 21/262 - Content or additional data distribution scheduling, e.g. sending additional data at off-peak times, updating software modules, calculating the carousel transmission frequency, delaying a video stream transmission or generating play-lists
Systems and methods are provided for integrating supplemental overlay content within streaming video content that is to be broadcast to viewer devices. The overlay content to include in the streaming video content may be dynamically determined during video streaming and incorporated within individual frames of the video data, such as by a computing device of a user who is broadcasting his play of a video game or other activity, prior to the user's computing device sending those video frames (with embedded overlay content therein) to a streaming platform to be broadcast to potentially many viewers' devices.
A63F 13/61 - Generating or modifying game content before or while executing the game program, e.g. authoring tools specially adapted for game development or game-integrated level editor using advertising information
A63F 13/30 - Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers
A63F 13/52 - Controlling the output signals based on the game progress involving aspects of the displayed game scene
A63F 13/537 - Controlling the output signals based on the game progress involving additional visual information provided to the game scene, e.g. by overlay to simulate a head-up display [HUD] or displaying a laser sight in a shooting game using indicators, e.g. showing the condition of a game character on screen
6.
Systems and methods for improved server-side contextual page analysis
Systems and methods are described for server-side contextual analysis of content available at a given uniform resource identifier (URI), which utilizes headless browser techniques to analyze a more complete and accurate version of page content than using existing techniques. For example, systems and methods are described for performing contextual analysis of content that would typically be displayed to a client device but is not included in an HTML file or other initial page source file available at the initially provided URI. The contextual analysis performed may include analyzing text using natural language processing and analyzing images using computer vision techniques.
G06F 18/214 - Generating training patterns; Bootstrap methods, e.g. bagging or boosting
G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
7.
Dynamic insertion of content within live streaming video
Systems and methods are described for server-side manipulation of underlying video content in order to dynamically place overlay content or other supplemental content within a video stream in a manner whereby a viewing user sees the advertisement content over or integrated within a portion of the base video content. Segments of the original video file may be modified by a server to display overlay content over a portion of the original content or integrated within the portion of the original content, and revised manifest data may be generated by the server and sent to a client device for playback. The systems and methods may include introducing a delay in the live stream relative to its original source in order to provide time for server-side creation of replacement video portions that include overlay content or other supplemental content.
H04N 21/235 - Processing of additional data, e.g. scrambling of additional data or processing content descriptors
H04N 21/2668 - Creating a channel for a dedicated end-user group, e.g. by inserting targeted commercials into a video stream based on end-user profiles
H04N 21/262 - Content or additional data distribution scheduling, e.g. sending additional data at off-peak times, updating software modules, calculating the carousel transmission frequency, delaying a video stream transmission or generating play-lists
Systems and methods are provided for generating labeled image data for improved training of an image classifier, such as a multi-layered machine learning model configured to identify target image objects in image data. When the initially trained classifier is unable to identify a particular object in input image data, such as an object that did not appear in initial training data, feature information determined by the classifier for the given image data may be provided to a clustering model. The clustering model may group image data having similar features into different clusters or groups, which may in turn be labeled at the group level by an annotator. The image data assigned to the different clusters, along with the associated labels, may subsequently be used as training data for training a classifier to identify the labeled objects in images.
Systems and methods are described for server-side manipulation of underlying video content in order to dynamically place overlay content within a video stream in a manner whereby a viewing user sees the advertisement content over or integrated within a portion of the base video content. Segments of the original video file may be modified by a server to display overlay content over a portion of the original content, and a revised manifest file may be generated by the server and sent to a client device. The revised manifest file may cause a video player on the client device to present in sequence (a) a first original portion of the video, (b) a second portion of the video modified to include overlaid advertisement content or other overlay content within the second portion, followed by (c) a third original portion of the video.
Systems and methods are provided for integrating supplemental overlay content within streaming video content that is to be broadcast to viewer devices. The overlay content to include in the streaming video content may be dynamically determined during video streaming and incorporated within individual frames of the video data, such as by a computing device of a user who is broadcasting his play of a video game or other activity, prior to the user's computing device sending those video frames (with embedded overlay content therein) to a streaming platform to be broadcast to potentially many viewers' devices.
A63F 13/61 - Generating or modifying game content before or while executing the game program, e.g. authoring tools specially adapted for game development or game-integrated level editor using advertising information
A63F 13/30 - Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers
A63F 13/52 - Controlling the output signals based on the game progress involving aspects of the displayed game scene
A63F 13/537 - Controlling the output signals based on the game progress involving additional visual information provided to the game scene, e.g. by overlay to simulate a head-up display [HUD] or displaying a laser sight in a shooting game using indicators, e.g. showing the condition of a game character on screen
Systems and methods are provided for delayed display of supplemental content in association with an underlying page image or other portion of a page. An initial portion of a page may be displayed and associated code may be executed. The code may cause a computing system to perform operations including determining that at least a predetermined minimum percentage of a certain image or other specific portion within the page is visible during display of the page, tracking an amount of time that the minimum percentage of the page image or other content portion remains visible during user interaction with the page, then causing display of overlay content over a portion of the particular image or other portion of the page based on a determination that the amount of time that the minimum percentage of the image or content portion has remained visible exceeds a threshold.
Systems and methods are provided for identifying one or more portions of images or video frames that are appropriate for augmented overlay of advertisement or other visual content, and augmenting the image or video data to include such additional visual content. Identifying the portions appropriate for overlay or augmentation may include employing one or more machine learning models configured to identify objects or regions of an image or video frame that meet criteria for visual augmentation. The pose of the augmented content presented within the image or video frame may correspond to the pose of one or more real-world objects in the real world scene captured within the original image or video.
G06Q 30/02 - Marketing; Price estimation or determination; Fundraising
G06T 19/00 - Manipulating 3D models or images for computer graphics
H04N 21/2668 - Creating a channel for a dedicated end-user group, e.g. by inserting targeted commercials into a video stream based on end-user profiles
Systems and methods are provided for generating and using classification models to automatically classify pages or other source content as including text about one or more real-world events. Generating the classification models may include analyzing text content of a large number of different pages from both a reference source and from more dynamic sources, such as from publisher sources via a network. Features for training classifiers may be determined based in part on the top n-grams identified among pages that have been determined to be associated with a given event.
Systems and methods are provided for analyzing images or video using computer vision. Data comprising real time or near real time information or historical information is retrieved that is associated with a sporting event at a physical location. A time segment is identified of a display device at the physical location for acquisition. The display device is configurable to present visual sponsorship data during the time segment for an assigned sponsor. It is determined that one or more rules are satisfied by the data. An indication is transmitted that the first rule is satisfied to a computing device of a sponsor. A bid or valuation is generated based at least on the first rule being satisfied. A request to acquire the time segment is received from the computing device of the sponsor, and the display device at the physical location is caused to present visual sponsorship data for the sponsor during the time segment.
G06F 16/783 - Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
G06K 9/62 - Methods or arrangements for recognition using electronic means
H04H 60/48 - Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for recognising items expressed in broadcast information
H04H 60/59 - Arrangements characterised by components specially adapted for monitoring, identification or recognition covered by groups or of video
H04H 60/63 - Arrangements for services using the result of monitoring, identification or recognition covered by groups or for services of sales
H04N 21/2665 - Gathering content from different sources, e.g. Internet and satellite
H04N 21/658 - Transmission by the client directed to the server
H04N 21/232 - Content retrieval operation within server, e.g. reading video streams from disk arrays
H04N 21/2387 - Stream processing in response to a playback request from an end-user, e.g. for trick-play
H04N 21/24 - Monitoring of processes or resources, e.g. monitoring of server load, available bandwidth or upstream requests
H04N 21/2547 - Third party billing, e.g. billing of advertiser
H04N 21/234 - Processing of video elementary streams, e.g. splicing of video streams or manipulating MPEG-4 scene graphs
H04N 21/442 - Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed or the storage space available from the internal hard disk
G06K 9/68 - Methods or arrangements for recognition using electronic means using sequential comparisons of the image signals with a plurality of reference, e.g. addressable memory
H04N 21/44 - Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to MPEG-4 scene graphs
H04N 21/262 - Content or additional data distribution scheduling, e.g. sending additional data at off-peak times, updating software modules, calculating the carousel transmission frequency, delaying a video stream transmission or generating play-lists
H04H 60/47 - Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for recognising genres
G06F 3/0484 - Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
G06F 3/0488 - Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures
15.
Selecting a set of exemplar images for use in an automated image object recognition system
Systems and methods are provided for identifying a subset of exemplar images in a set of exemplary images that may be used to generate an image classifier having one or more desirable performance characteristics. A computing system may select every possible subset of exemplar images from a set of exemplar images and may generate a classifier for each selected subset of images. The computing system may use each generated classifier to classify one or more images in order to generate performance statistics related to how each classifier performed when classifying the one or more images. The computing system may identify a particular subset of exemplar images that is associated with performance statistics of a classifier that satisfies one or more desired performance characteristics.
Systems and methods are provided for determining the safety of an image, which may be used to determine whether an image is appropriate for a given purpose or for use in a given context. Determining the safety of the image may include analyzing the image to determine the amount of skin exposed in various key body areas of each human represented in the image, such as a photograph.
Systems and methods are provided for electronically managing content. In one embodiment, information identifying content items found on a page is received from a client system through code embedded on the page. Systems and methods for associating advertisement data with content items are also disclosed.
Systems and methods are provided for determining the safety of an image, which may be used to determine whether an image is appropriate for a given purpose or for use in a given context. Determining the safety of the image may include analyzing the image to determine the amount of skin exposed in various key body areas of each human represented in the image, such as a photograph.
Systems and methods are provided for electronically managing content. In one embodiment, information identifying content items found on a page is received from a client system through code embedded on the page. Systems and methods for associating advertisement data with content items are also disclosed.
Systems and methods are provided for electronically managing content. In one embodiment, information identifying content items found on a page is received from a client system through code embedded on the page. Systems and methods for associating advertisement data with content items are also disclosed.
Systems and methods are provided for electronically managing content licenses. In one embodiment, information identifying content items found on a page is received from a client system through code embedded on the page, and a licensing database is searched to determine if the content is licensed and to determine the terms or payment method of the license. Systems and methods for associating advertisement data with licensed content items are also disclosed.
patents
