Abstract: A method for training a machine-learning module of a computer-implemented prediction model for predicting product quality parameter values for one or more quality parameters of a chemical product produced by a chemical production plant. The production plant includes a plurality of sensors, each of which is configured to acquire process parameter values for one or more process parameters of a chemical process carried out by the production plant for producing the chemical product during operation of the production plant. A priori information about the production plant and the process carried out by the production plant is used, including chronological sequence information about a chronological sequence of the process carried out within the production plant, for which sensors sensor-specific time shifts between an acquisition time of training process parameter values and a production time of a product unit, during the production of which the corresponding training process parameter value was acquired.

Abstract: A display article is described herein that includes: a substrate comprising a thickness and a primary surface; a textured surface region; and an antireflective coating disposed on the textured surface region. The textured surface region comprises structural features and an average texture height (Rtext) from 50 nm to 300 nm. The substrate exhibits a sparkle of less than 5%, as measured by PPD140, and a transmittance haze of less than 40%, at a 0° incident angle. The antireflective coating comprises alternating high refractive index and low refractive index layers. Each of the low index layers comprises a refractive index of less than or equal to 1.8, and each of the high index layers comprises a refractive index of greater than 1.8. The article also exhibits a first-surface average photopic specular reflectance (% R) of less than 0.3% at any incident angle from about 5° to 20° from normal at visible wavelengths.

Abstract: A processing system including at least one processor may detect at least one dark zone in a vicinity of a user, determine at least one lighting feature for an illumination of the at least one dark zone in accordance with a user profile of the user, identify at least one light source to provide the illumination of the at least one dark area in accordance with the at least one lighting feature that is determined, and transmit an instruction to the at least one light source to provide the illumination of the at least one dark zone in accordance with the at least one lighting feature that is determined.

Abstract: A processing system including at least one processor may detect a first location and a first orientation of an augmented reality endpoint device of a user at a venue, identify an entryway of a first enclosed space of the venue that is within a first field-of-view of the augmented reality endpoint device in accordance with the first location and the first orientation of the augmented reality endpoint device, and present, via the augmented reality endpoint device, first visual information of the first enclosed space. The first visual information may include first imagery of the first enclosed space and may be presented within the first field-of-view.

Abstract: Accessibility of media associated with mobile devices can be modified based on specific scenarios. For example, historical data associated with a relationship between users of a first mobile device and s second mobile device can be used to prioritize media displayed on one or more of the mobile devices. The historical data can include locations, dates, times, and/or any other relevant characteristics associated with the relationship. Alternatively, media can be displayed on the first mobile device, which is relevant to a user of a second mobile device, in response to a condition associated with a recognition pattern being determined to have been satisfied.

Abstract: A display article is described herein that includes: a substrate comprising a thickness and a primary surface; and the primary surface having defined thereon a diffractive surface region. The diffractive surface region comprises a plurality of structural features that comprises a plurality of different heights in a multimodal distribution. Further, the substrate exhibits a sparkle of less than 4%, as measured by pixel power deviation (PPD140) at an incident angle of 0° from normal, a distinctness of image (DOI) of less than 80% at an incident angle of 20° from normal, and a transmittance haze of less than 20% from an incident angle of 0° from normal.

Abstract: The disclosed technology is directed towards enabling a property, such as via a device associated with a residential or commercial property, to identify an issue and arrange for mediation of the issue. For example, a service provider can be automatically scheduled to resolve a maintenance issue at a scheduled time, with controlled (e.g., key code-based) property access granted to the service provider in the corresponding timeframe. Sensor data obtained from a sensor associated with the property can be analyzed to determine when an incident related to the property has occurred that needs mediation. An action to remediate the incident is determined and taken, such as to schedule a repair. An automated action can also be taken, e.g., to temporarily halt damage resulting from the issue until the repair can take place. If needed, communication between the party responsible for the property and the service provider is facilitated.

Abstract: The disclosed technology is directed towards presenting communications data to a responding entity that are relevant to an emergency situation at an emergency location. The communications data can be obtained from communications (e.g., text messages, transmitted video, voice calls and the like) that involve at least one user device at the situation, including communications that do not involve the responding entity. Users may opt in to such an emergency service to allow access to their communications, whereby their device locations are tracked and known in the event of an emergency. Upon obtaining the communications data, a responder can receive a view of the scene augmented with the communications data. The view can include a three-dimensional and/or two-dimensional representation of the zone/area of the emergency situation. Filtering can be used to eliminate irrelevant communications, and summarization can be used to combine generally redundant communications.

Abstract: The disclosed technology is directed towards facilitating communication with an unknown person via a device of the person having an unknown communications address. The presence of a visible person at a location can be determined, and a communications device at or near that location can be detected as a candidate device associated with that person. The device's current location, which can be regularly registered along with its communication address, is matched to the person's visible location. Communication via the device, such as by a responder, whether with the person and/or to obtain information from the device, is based on the registered communication address. The person's identity and other data may be obtainable. For a non-visible person, e.g., underneath an obstruction, the location of a detected device predicts the likely presence of a person near that location. A map may be generated showing locations of multiple detected devices.

Abstract: A processing system including at least one processor may obtain a parking request for a vehicle to park at a parking facility and may offer a plurality of parking spots of the parking facility for the vehicle, where at least one of the plurality of parking spots that is offered is a parking spot that is predicted to be available, and where the offering includes presenting information regarding predicted adjacent parking spot occupancy of the at least one of the plurality of parking spots for a duration of an intended stay of the vehicle at the parking facility. The processing system may then obtain a selection of a parking spot from among the plurality of parking spots and reserve the parking spot for the vehicle.

Abstract: The disclosed technology is directed towards efficiently identifying a first entity (e.g., a user or sensor) as a potential witness to an event. A first dataset describing event time data and event location data of an event are obtained from a first device. A second dataset describing device time data and device location data are obtained via a device associated with a second entity, e.g., a user. By analyzing the first and second datasets, e.g., for time and location intersection, the second entity can be identified as a potential witness to the event, and notified of such. Factors such as line of sight, speed and direction, audio sensing range versus event volume, and the like of the second entity can be used in determining whether the second entity is a likely witness. A witness to a live event can be identified and asked to send in live (e.g., video) evidence.

Abstract: The disclosed technology is directed towards generating an annotated visual playback of an incident. Upon obtaining notification of an incident, event data occurring in the incident zone and timeframe are obtained (e.g., collected) from sensors proximate the zone. The event data is used to annotate a visual playback captured by one or more cameras, e.g., within a timeframe ranging from some time before the incident occurred to the end of the incident. For example, a video can be presented with overlaid annotation data, each annotation describing an event as it occurred in time, in conjunction with an advancing timestamp overlay showing the time of the video frames. A simulated video, e.g., extended reality video, can also be generated, along with annotations and timeframe data, such as if captured from camera(s) from one or more various different perspectives.

Abstract: The disclosed technology is directed towards providing guidance, e.g., point-to-point audio guidance, along an evacuation route. The presence of occupant(s) within a structure/area is monitored. If an evacuation event occurs, an evacuation route is determined for each occupant based on their current monitored starting location. Guidance is output, e.g., by various output devices along the evacuation route, which can be the safety monitors that monitor occupant presence, to guide each occupant from point-to-point along the evacuation route. For example, one monitor can be configured to hand off guidance responsibility to a next monitor along the evacuation route. The guidance can be customized for each known occupant based on their recognized features, or can be directed generally to an unknown occupant. Status information of the occupants can be provided to other occupants and to a responding entity. A responding entity can also be given directional guidance.

Abstract: The disclosed technology is directed towards associating a rescue tag with a victim in need of rescue, in which the rescue tag collects condition (biological state) data associated with the victim and provides a location of the rescue tag. The location data is maintained in association with the condition data. A responder makes a request to output the condition data, and in response, the responder's device is presented with an augmented reality display that shows the victim condition data relative to the location data. Multiple victims can be efficiently triaged, with more urgent victims highlighted via augmented reality for more urgent treatment. Filtering as requested by a responder can present augmented reality display for only a subset of the victims. Also described is the use of an aerial vehicle to assist the responders and/or a command center; the aerial vehicle can act as an edge node for efficient communication.

Abstract: The disclosed technology is directed towards virtual reality collaboration spaces with associated context data. Once created, a virtual reality collaboration space can be pervasively existent, such that the space can be joined or returned to as needed by any admitted participants. The existence of a created collaboration space in association with its collaboration context data can be advertised to specific invitees or general invitees, and can be searchable. In general, upon receiving a reservation request for reservation of a virtual reality collaboration space, a virtual location for the collaboration space is reserved. Access is granted to requesting entities authorized to access the space. Permissions can differ for different invitees, e.g., such that only permitted users can access proprietary information presented as a virtual reality element within the collaboration space. The collaboration space can also be used to drop off virtual reality elements, e.g., from one user to another user.

Abstract: The disclosed technology is directed towards virtual reality bookmarks that maintain state data for a user in a virtual reality environment, such that the user can to return to that virtual reality environment at a later time. While presenting virtual reality session content to a user, a system or the like can receive a request to pause the virtual reality session from a user. Session state data, e.g., in the form of a virtual reality bookmark, is saved based on the pause request. A later request to resume presentation of the virtual reality content results in the system accessing the virtual reality session data, which is used to present resumed virtual reality session content to the user based on the session state data. A pause request may be for an individual user or for each user participating in a session. Virtual reality bookmarks may be shared with other users.

Abstract: The disclosed technology relates to detection of attention exhibited by a second user to a first user's avatar in a virtual reality environment. A first user's avatar activity and the second user's activity are evaluated to determine the second user's (e.g., via another avatar) attention level directed towards first user's avatar. Information can be sent to notify the first user that the second user's attention level has satisfied attention-level criterion data. For example, if the second user is viewing and/or is within audio range of the first user for too long of a time or too frequently, then the first user can be notified and/or other action taken. Remedial action is available for negative attention, such blocking the second user from experiencing the first user in the environment. Detection of attention for positive purposes is available, such as to reward an influencer whose avatar is receiving significant attention from followers.

Abstract: The disclosed technology is directed towards presenting a medical practitioner with information that assists the practitioner in communicating with a given patient. Baseline data describing a medical patient is obtained, such as from one or more previous visits. The baseline data can be compared with current data, e.g., sensed by patient biosensors and/or discerned from a current video of the patient during the visit. Historical and/or known healthy data can be used as baseline data. Interaction data representing an interaction (e.g., a conversation during a current visit) between the medical practitioner and the medical patient is determined. Based on the baseline data and the interaction data, during the interaction between the medical practitioner and the medical patient the medical practitioner can be presented with coaching data to assist the medical practitioner in communicating with the patient.

Abstract: The disclosed technology is directed towards presenting an avatar in a virtual reality environment in different ways to different users, based on relationship data including a familiarity level and trust level with each other user. The familiarity level data and/or trust level data can be updated with each encounter with another user. The presentations of the same avatar can be different to the other users encountered at the same time, e.g., a lower resolution avatar presented to a less familiar and/or less trusted other user, a higher resolution avatar presented to a more familiar and/or more trusted other user. Audio volume and/or clarity may be similarly modified based on relationship data. A user having an encounter with another user may have a mirror view of the user's own avatar, and can improve or degrade the avatar's appearance (and/or aural output) during the encounter.

Abstract: The disclosed technology is directed towards obtaining a search query by monitoring a user group's communications, and presenting search results to the user group. A conversation thread is inferred by a system, e.g., a conversational search server of a cloud based system. The conversational search server determines a search query relevant to the conversation thread, and communicates with a search engine or the like to obtain search result data. The search result data is presented on devices of the users of the group, e.g., via a virtual agent. Search queries can be altered as a conversation progresses to provide updated and/or filtered results. For example, broad results can be narrowed as more information is obtained by the system as a conversation progresses. Search results can be interactive, such as to obtain more information for a result, or to obtain a consensus as to what the majority of a group selects.