Example systems and methods for automated generation of banner images are disclosed. A program identifier associated with a particular media program may be received by a system, and used for accessing a set of iconic digital images and corresponding metadata associated with the particular media program. The system may select a particular iconic digital image for placing a banner of text associated with the particular media program, by applying an analytical model of banner-placement criteria to the iconic digital images. The system may apply another analytical model for banner generation to the particular iconic image to determine (i) dimensions and placement of a bounding box for containing the text, (ii) segmentation of the text for display within the bounding box, and (iii) selection of font, text size, and font color for display of the text. The system may store the particular iconic digital image and banner metadata specifying the banner.

The present disclosure describes techniques of processing bullet comments. The techniques comprise obtaining a page of playing a video for outputting a video stream; obtaining a plurality of pieces of bullet comment data associated with the video stream; and performing a bullet comment processing operation with a predetermined time interval, where the bullet comment processing operation includes performing bullet comment processing at a logical layer on the plurality of pieces of bullet comment data. In the embodiments of the present application, a balanced time interval may be set as the predetermined time interval to regularly perform a bullet comment processing operation, so that smoothness of displaying bullet comments and proper use of computing resources are ensured.

Systems and methods for displaying primary content without any overlaid secondary content, and instead transmitting the secondary content to the viewer as a message through another communication channel. For example, a news banner is removed from display on a viewer’s television, and the text of the news banner is encapsulated in a message sent to the viewer’s primary social media account. In this manner, the viewer may watch the primary content uninterrupted by the secondary content, and is thus presented with fewer distractions and a potentially more enjoyable viewing experience.

Systems and methods are provided for relocating an overlay overlapping information in content. The systems and methods may comprise receiving a content item, the content item comprising a video image, and determining a first screen position of an information box (e.g., a score box) in the video image. Determining may be performed with image analysis and/or a machine learning model. The system receives an overlay image (e.g., a channel logo) with a second screen position and determines if the second screen position (e.g., for the logo) overlaps the first screen position (e.g., for the score). In response to determining the second screen position (e.g., of the logo) overlaps the first screen position (e.g., the score), the system modifies the second screen position (e.g., for the logo). Then the system generates for display the overlay image on the video in the modified screen position. The system may not relocate the overlay if the overlay is a high priority.

Various arrangements for group-based content viewing are presented herein. A television service provider system may receive wager data corresponding to a live content event for multiple user accounts that are grouped together. A viewing group for the live content event may be created for the grouped user accounts. Wager data corresponding to the user accounts may be transmitted to content viewing devices for the multiple user accounts. The live content event can be output for presentation concurrently with presentation of an indication of the at least one wager on the live content event linked to each user account.

The present disclosure provides a media resource playing and text rendering method, apparatus and device and a storage medium. The method comprises: determining, on the basis of a first data box type or a first group type, a region of interest of an omnidirectional video and at least one media resource associated with the region of interest; and playing at least one media resource associated with the region of interest.

In one aspect, a method includes identifying an upcoming content-modification opportunity on a channel, where the upcoming content-modification opportunity relates to a modifiable content-segment transmitted by a content-distribution system on the channel, and where the modifiable content-segment includes an overlay content portion and a non-overlay content portion. The method also includes responsive to identifying the upcoming content-modification opportunity on the channel, identifying a content-presentation device tuned to the channel. The method also includes determining location data associated with the overlay content portion. The method also includes transmitting, to the identified content-presentation device, the determined location data to facilitate the content-presentation device performing a content-modification operation in connection with the identified upcoming content-modification opportunity on the channel, where performing the content-modification operation involves replacing only the non-overlay content portion with supplemental content.

Systems and methods are provided for relocating an overlay overlapping information in content. The systems and methods may comprise receiving a content item, the content item comprising a video image, and determining a first screen position of an information box (e.g., a score box) in the video image. Determining may be performed with image analysis and/or a machine learning model. The system receives an overlay image (e.g., a channel logo) with a second screen position and determines if the second screen position (e.g., for the logo) overlaps the first screen position (e.g., for the score). In response to determining the second screen position (e.g., of the logo) overlaps the first screen position (e.g., the score), the system modifies the second screen position (e.g., for the logo). Then the system generates for display the overlay image on the video in the modified screen position. The system may not relocate the overlay if the overlay is a high priority.

Embodiments of this application disclose a video processing method. The method may include: obtaining bullet comment data corresponding to a video data; obtaining keyword information entry matching the bullet comment data from a key information library as target keyword information entry, the key information library comprising keyword information entries and classification recognition models of target objects respectively corresponding to each of the keyword information entries; obtaining a target video frame from a plurality of video frames of the video data; recognizing an image region of a target object corresponding to the target keyword information entry in the target video frame based on a classification recognition model of the target object; determining the recognized image region as a target region; and performing animation processing on the target region in the target video frame in response to the target video frame in the video data being played.

Network device, system, method and computer readable medium for video content processing. The network device includes a memory having instructions stored thereon, and a processor configured to execute the instructions to cause the network device: to acquire a main video and a plurality of video stream segments, wherein the plurality of video stream segments are generated by preprocessing a video bullet screen by a server, and the preprocessing comprises jointly dividing the video bullet screen in time and space so that the plurality of video stream segments continuously translate in space by frame with time, the area of the screen used for playing the plurality of video stream segments is divided into continuous N picture units in the horizontal direction, each picture unit is used for playing the corresponding video stream segments, and the time from the left edge of the first frame of the corresponding video stream segment entering the picture unit from the right side of the picture unit to the left edge of the kth frame leaving the picture unit from the left side of the picture unit is T; decoding the main video by a main decoder of the network device; decoding video stream segments corresponding to odd-numbered picture units by a first sub-decoder of the network device, and decoding video stream segments corresponding to even-numbered picture units by a second sub-decoder of the network device; and playing the main video and the plurality of video stream segments.