Abstract: Different methods and apparatuses applicable to prepare materials for a user. One embodiment includes a device, with an imaging sensor. Based on analyzing a user attribute from the imaging sensor monitoring the user, the device can identify and access an area of the materials for the user. The area includes a section, and the device can layout the section by keeping a piece of text together with an illustration to be displayed in at least two screens of different sizes. Another embodiment includes materials received by a mobile device with a text sub file including a piece of text, an illustration sub file including an illustration, and computer instructions to layout materials for the user in the mobile device, with at least the illustration linked to the piece of text. Annotations could be included in the layout.

Abstract: A method for adaptive presentation of media content includes receiving a first version of a video content item, causing the first version of the video content item to be presented within a video viewport having first dimensions, receiving user input indicating a user request to change first dimensions of the video viewport to second dimensions, determining an area of interest in the video content item, wherein the area of interest is included in a frame of the video content item, generating, based on the second dimensions of the video viewport and the area of interest in a frame of the video content item, a second version of the video content item for presentation on a user device, and causing the second version of the video content item to be presented within the video viewport having the second dimensions on the user device, wherein the area of interest is placed differently within the frame in the second version of the video content item relative to the first version of the video content item.

Abstract: An attribution query pertaining to a selected portion of a client model of a collaborative electronic document is received from a client device. The selected portion of the client model corresponds to a first coordinate location within a first coordinate structure of the client model of the collaborative electronic document. A first revision identifier associated with a first change at the first coordinate location of the client model is identified. The first coordinate location corresponds to a second coordinate location within a second coordinate structure of a server model of the collaborative electronic document. Attribution information that is associated with the first revision identifier is retrieved. The attribution information is provided to the client device in response to the attribution query.

Abstract: The present application discloses a method for detecting image by using semantic segmentation. To input an image with data augmentation, and then encode and decode using a neural network. At least one semantically divided, and finally the at least one semantically divided is compared with the sample to classify as a target or a non-target. In this way, the CNN is used to detect whether the image is the SCC image or not, and locate the section, thereby assisting the doctor in interpreting the esophagus image.

Abstract: An image processing method performed by a processor and including detecting positions of plural vortex veins in a fundus image of an examined eye, and computing a center of distribution of the plural detected vortex vein positions.

Abstract: A content translation method includes displaying, by a terminal, a first user interface, where the first user interface includes a first translation result, and the first translation result is a translation result of first content, detecting, by the terminal, a first operation on the first user interface, displaying, by the terminal, a second user interface in response to the first operation on the first user interface, where the second user interface includes a second translation result, and the second translation result is a translation result of second content, and sending, by the terminal in response to the first operation on the first user interface, third content to a first server to translate the third content, where the second content is associated with the first content, and the third content is associated with the second content.

Abstract: One embodiment includes an apparatus, with materials having a text sub file with texts, an illustration sub file with illustrations, and a logic sub file with instructions for presenting at least a part of the materials. One embodiment includes materials with a logic sub file that can analyze an attribute of, and provide a response to, a user. Another embodiment is applicable to apparatus and methods using a limited voice recognition dictionary at least tailored for a piece of materials that includes illustrations. The piece of materials includes instructions. The another embodiment can also use a limited image dictionary. The apparatus can include a headset, and the illustrations can include a piece of audio. The apparatus can be implemented in a vehicle.

Abstract: Described are systems and methods to extract image segments from an image and include those extracted image segments in a collage. The origin information, such as the source image, source image location, etc., from which the extracted image segment is generated is maintained as metadata so that interaction with the extracted image segment on the collage can be used to determine and/or return to the origin of the extracted image segment. Collages may be updated, shared, adjusted, etc., by the creator of the collage or other users.

Abstract: Systems and methods to briefly deviate from and resume back to amending a section of a note are disclosed. Exemplary implementations may: obtain audio information representing sound captured by an audio section of a client computing platform, such sound including speech from a user associated with the client computing platform; effectuate presentation of a graphical user interface that includes sections of the note; analyze the audio information to determine which individual ones of the spoken inputs are the primary spoken input or the deviant spoken input; determine, based on analysis, which section of the note to which the deviant spoken input is related; alternately amend, based on the determination, sections of the note by deviating from one section to another section and returning back to the one section for continued population; and effectuate, via the user interface, presentation of the alternating amendments to the sections of the note.

Abstract: A computer-implemented point-cloud data acquisitioning method for acquiring point-cloud data of the inside of a mining equipment. The method includes the step of acquiring from a sensor, a first dataset and a second dataset, wherein each dataset includes datapoints at coordinates. The method extracts features from the first and second dataset and aligns the first and second dataset using the extracted features. The first and second dataset are aligned into a point-cloud data. The geometry of the mining equipment is estimated based on the point-cloud data and the point-cloud data is used to identify a region of the estimated geometry indicating insufficient data.

Abstract: A method for generating a color-faithful extended-depth-of-field (EDF) image from a color volume of 2D images acquired at different focal depths using a microscope.

Abstract: According to one embodiment, a method, computer system, and computer program product for placing an application window is provided. The embodiment may include receiving a window opening event for the application window. In response to determining that the application window can be repositioned and resized, the embodiment may include identifying one or more active areas of a computing device screen. An active area is an area of the computing device screen which is currently displaying one or more other windows and their respective interactive elements. The embodiment may include utilizing one or more search algorithms to identify a least active area of the one or more active areas of the computing device screen. The embodiment may include displaying the application window within the least active area.

Abstract: A method can include receiving labeled images; acquiring unlabeled images; performing active learning by training an inspection learner using at least a portion of the labeled images to generate a trained inspection learner that outputs information responsive to receipt of one of the unlabeled images by the trained inspection learner; based at least in part on the information, making a decision to call for labeling of the one of the unlabeled images; receiving a label for the one of the unlabeled images; and further training the inspection learner using the label.

Abstract: A method of automated review of communications comprises: receiving, by a computer system, a document from a requestor application; extracting layout information and text from the document; extracting, based on the layout information, values of one or more predefined data items from the text of the document; producing a document validation result by analyzing the one or more data items; embedding, into the document, one or more human-readable comments reflecting the document validation result; and forwarding, to the requestor application, the document comprising the one or more human readable comments.

Abstract: Methods for enhancing or automating a review process of annotation tags for a set of tokens is described. A system may receive a list of tokens with associated tags for each token for a data set and may output any identified inconsistencies where a token is assigned at least two different tags. For example, instead of a human looking at each token individually or taking a sample set of the tags for review, the described techniques may look at all tokens with the associated tags in a set of data and may leverage reorganizing the tokens and associated tags to highlight errors to be fixed. Accordingly, the system may look across all tokens within an entire data set, while a review (e.g., by a human) of possible errors of the data set is limited to the highlighted errors flagged by the system.

Abstract: Different types of media experiences can be developed based on characteristics of the consumer. “Linear” experiences may require execution of a pre-built script, although the script could be dynamically modified by a media production platform. Linear experiences can include guided audio tours that are modified or updated based on the location of the consumer. “Enhanced” experiences include conventional media content that is supplemented with intelligent media content. For example, turn-by-turn directions could be supplemented with audio descriptions about the surrounding area. “Freeform” experiences, meanwhile, are those that can continually morph based on information gleaned from a consumer. For example, a radio station may modify what content is being presented based on the geographical metadata uploaded by a computing device associated with the consumer.

Abstract: An information processing apparatus includes a processor configured to extract from one or more electronic documents viewed before by a user a region of interest on which the user focuses attention and create a thumbnail of an electronic document to be viewed by the user in accordance with the region of interest by extracting an image corresponding to the region of interest from the electronic document.

Abstract: Implementations set forth herein relate to interactions, between vehicle computing devices and mobile computing devices, that reduce duplicative processes from occurring at either device. Reduction of such processes can be performed, in some instances, via communications between a vehicle computing device and a mobile computing device in order to determine, for example, how to uniquely render content at an interface of each respective computing device while the user is driving the vehicle. These communications can occur before a user has entered a vehicle, while the user is in the vehicle, and/or after a user has left the vehicle. For instance, just before a user enters a vehicle, a vehicle computing device can be primed for certain automated assistant interactions between the user and their mobile computing device. Alternatively, or additionally, the user can authorize the vehicle computing device to perform certain processes immediately after leaving the vehicle.

Abstract: A method includes receiving a document for displaying on a display of the client device. The method includes identifying a first portion and a second portion of the document having a first level of content hierarchy, and determining a first text corresponding to the first portion and a second text corresponding to the second portion of the document. The method includes generating a first outline entry including the first text and a second outline entry including the second text, and displaying a selectable entry point on a graphical user interface. The method includes, in response to a selection of the selectable entry point, displaying an outline window, including the first outline entry and the second outline entry, and navigating to the first portion of the received document or the second portion of the document in response to a selection of the first outline entry or the second outline entry.

Abstract: A computer implemented method includes rendering a document page as an image; detecting tables, columns, and other associated table objects within the image via one or more table recognition models that model objects in the image as overlapping bounding boxes; transforming the set of objects into a structured representation of the table; extracting data from the objects into the structured representation; and exporting the table into the desired output format.