Abstract: The present disclosure generally relates to machine vision systems, illumination sources for use in machine vision systems, and components for use in the illumination sources. More specifically, the present disclosure relates to machine vision systems incorporating multi-function illumination sources, multi-function illumination sources, and components for use in multi-function illumination sources.

Abstract: A generation device includes: a communication interface via which two-dimensional (2D) images are to be received, the 2D images having been generated by photographing a space from different viewpoints with at least one camera; and a processor connected to the communication interface and configured to determine, according to the 2D images, a matching pattern to match feature points included in two pictures among the 2D images, match the feature points according to the matching pattern in order to generate first three-dimensional (3D) points, the first 3D points indicating respective first positions in the space, generate second 3D point based on the 2D images, the second 3D point indicating a second position in the space, and generate a 3D model of the space based on the first 3D points and the second 3D point.

Abstract: A video stream protection device is for protecting a video stream to be decoded. The video stream contains one or more data units each having a header section and a body section, and the header section contains header information indicative of a data type of the corresponding body section. The video stream protection device comprises: an identification module for identifying the one or more data units based on respective start positions of the one or more data units; a data type detection module for obtaining the header information of the identified data units, and determining the data type of the body section of each identified data unit based on the header information of the identified data unit; and a control module for determining whether to prohibit decoding of data of each data unit based on the data type of the body section of the data unit.

Abstract: A method for generating a mask and a projection apparatus for performing the method are provided. The method includes: projecting a first pattern onto a projection surface, wherein the projection surface includes a non-planar region, and the first pattern includes multiple first straight lines; shooting a first image of the projection surface on which the first pattern is rendered; finding at least one first specific line segment in the first image, wherein each first specific line segment includes at least one first inflection point; delineating a first contour based on the at least one first inflection point in a case of determining that the at least one first inflection point in the first image is suitable for delineating the first contour; and generating a first mask pattern based on the first contour in a case of determining that the first contour matches a region contour of the non-planar region.

Abstract: Video data is received in 2D or 3D format from different channels as a user scrolls through an electronic guide. The video data may be displayed in a portion of the on: screen display along with graphic and text associated with the EPG data. The received video data may be converted to a suitable format (e.g., a 2D format, or a 3D format) to be displayed with the Electronic Program Guide (EPG). The selection of converting the received video data can be based on a display format of a previously viewed channel prior to requesting the EPG to be displayed.

Abstract: A method comprising the steps of generating a first representation and a second representation, where the first representation represents a first view of a computer-generated scene obtained from a first virtual camera and the second representation represents a second view of the computer-generated scene obtained from a second virtual camera. Each of the first and second representation comprises a plurality of rays which intersect with objects of the scene. A relationship is determined between a ray of the first representation and a ray of the second representation; which are grouped based on the relationship, to form a group of substantially similar rays. One or more of the groups of substantially similar rays are processed substantially simultaneously to produce a first a second rendered view of the computer-generated scene. The first the second rendered view are output to one or more display devices.

Abstract: A system, method or compute program product for restricting convergence and divergence when viewing stereo 3D imagery. The technique includes receiving data representing a 3D virtual scene, receiving data indicating an eyepoint and a three-dimensional frustum rendering region with the three dimensional frustum rendering region identifying a position and orientation of a render plane, receiving data indicating a user stereo comfort region, rendering virtual objects in a first portion of the 3D virtual scene that is in the three-dimensional frustum rendering region and within the user stereo comfort region onto the render plane according to a first type of projection, and rendering virtual objects in a second portion of the 3D virtual scene that is in the three-dimensional frustum rendering region and outside the user stereo comfort region onto the render plane according to a different second type of projection.

Abstract: A system for consistently imaging objects may include an imaging device that presents a visual guide on a display for aligning with a target object, and that uses sensors of the imaging device to provide exact direction for correctly aligning the visual guide with the target object prior to capturing an image of the target object. The system may include a device that receives a particular image of a particular object, selects a model that defines positional commonality or visual characteristic commonality between a set of images of the particular object or a particular object type that includes the particular object, and that generates an edited image by correcting one or more deviations between positioning of the particular object in the particular image and the positional commonality specified in the model, or between visual characteristics of the particular image and the visual characteristic commonality specified in the model.

Abstract: A system and method for automatically manufacturing custom parts for use in a prefabricated construction site includes scanning a room under construction. The method also includes determining, based on the scan of the room, an image of an installation location in the room. The method also includes calculating, based on the image of the installation location, alteration dimensions for a prefab part. The alteration dimensions comprise alterations to the prefab part to match spatial dimensions of the installation location in the room. The method additionally includes transmitting, via a network, the alteration dimensions to a factory. The factory fabricates a custom prefab part according to the alteration dimensions.

Abstract: In the present disclosure, a method of decoding a video signal and a device therefor are disclosed. Specifically, a method of decoding an image based on an inter prediction mode includes deriving a motion vector of an available spatial neighboring block around a current block; deriving a collocated block of the current block based on the motion vector of the spatial neighboring block; deriving a motion vector in a sub-block unit in the current block based on a motion vector of the collocated block; and generating a prediction block of the current block using the motion vector derived in the sub-block unit, wherein the collocated block may be specified by the motion vector of the spatial neighboring block in one pre-defined reference picture.

Abstract: Embodiments of display control based on dynamic user interactions generally include capturing a plurality of temporally sequential images of the user, or a body part or other control object manipulated by the user, and computationally analyzing the images to recognize a gesture performed by the user. In some embodiments, a scale indicative of an actual gesture distance traversed in performance of the gesture is identified, and a movement or action is displayed on the device based, at least in part, on a ratio between the identified scale and the scale of the displayed movement. In some embodiments, a degree of completion of the recognized gesture is determined, and the display contents are modified in accordance therewith. In some embodiments, a dominant gesture is computationally determined from among a plurality of user gestures, and an action displayed on the device is based on the dominant gesture.

Abstract: The present invention provides a method and a device for image rectification, which are applied in the field of image processing. The method includes: receiving two images, the two images are images of a target object captured from different viewpoints; performing an epipolar rectification on the two images; rectifying the two images after the epipolar rectification based on the image contents; and splicing the two images after the rectification based on the image contents. The method can rectify the images captured from different viewpoints, thereby ensuring the pixel alignment, and avoiding visual discomfort to the viewer.

Abstract: Devices, systems and methods for temporal prediction of parameters in non-linear adaptive loop filtering are described. In an exemplary aspect, a method for visual media processing includes configuring, for a current video block, one or more parameters of a clipping operation that is part of a non-linear filtering operation; and performing, based on the one or more parameters, a conversion between the current video block and a bitstream representation of the current video block, wherein the one or more parameters is coded in accordance with a rule.

Abstract: A method for determining bias in an inertial measurement unit of an image acquisition device comprises mapping at least one reference point within an image frame into a 3D spherical space based on a lens projection model for the image acquisition device to provide a respective anchor point in 3D space for each reference point.

Abstract: A three-dimensional data encoding method includes: generating encoded data by encoding third point cloud data that is a combination of first point cloud data and second point cloud data; and generating a bitstream including the encoded data and control information. The encoded data includes a piece of geometry information and pieces of attribute information of each of three-dimensional points included in the third point cloud data. One of the pieces of attribute information includes first information indicating whether a corresponding one of the three-dimensional points belongs to the first point cloud data or the second point cloud data. The control information includes second information indicating, among the pieces of attribute information, a piece of attribute information including the first information.

Abstract: The present invention provides a method and a device for image rectification, which is applied to the field of image processing. The method includes: receiving two images, wherein the two images are images of a target object captured at different viewpoints, and an image capturing device configured to capture the two images, includes a first image capturing device and a second image capturing device; determining positions of corresponding feature point pairs in the two images; and aligning the two images according to the positions of the feature point pairs and parameters of the first image capturing device and the second image capturing device. The above-mentioned method can rectify the images captured at different viewpoints, thereby ensuring the alignment of pixels, and avoiding visual discomfort of the viewer.

Abstract: A Head-Mounted Display system together with associated techniques for performing accurate and automatic inside-out positional, user body and environment tracking for virtual or mixed reality are disclosed. The system uses computer vision methods and data fusion from multiple sensors to achieve real-time tracking. High frame rate and low latency is achieved by performing part of the processing on the HMD itself.

Abstract: Systems and methods are described for determining a tracked position associated with viewing an emitting interface of a display device, generating, using the tracked position, a first mask representing a first set of values associated with the emitting interface of the display device, generating, using the tracked position, a second mask representing a second set of values associated with the emitting interface of the display device, and generating an output image using the first mask and the second mask.

Abstract: A wearable display system can automatically recognize a physical remote or a device that the remote serves using computer vision techniques. The wearable system can generate a virtual remote with a virtual control panel viewable and interactable by user of the wearable system. The virtual remote can emulate the functionality of the physical remote. The user can select a virtual remote for interaction, for example, by looking or pointing at the parent device or its remote control, or by selecting from a menu of known devices. The virtual remote may include a virtual button, which is associated with a volume in the physical space. The wearable system can detect that a virtual button is actuated by determining whether a portion of the user's body (e.g., the user's finger) has penetrated the volume associated with the virtual button.

Abstract: There is provided a three-dimensional measuring apparatus that performs three-dimensional measurement of an object using laser light, the apparatus including: a laser light source that emits the laser light; a line generating lens that widens and emits the laser light into line laser light having a first luminance distribution having a higher luminance at an edge portion than a luminance at a center portion in an extending direction; a mirror that swings around a swing axis, reflects the line laser light, and projects pattern light onto a projection surface including the object; an imaging portion that captures an image of the projection surface on which the pattern light is projected and acquires a pattern image; and a measuring portion that obtains a three-dimensional shape of the object based on the pattern image.

Abstract: The present application relates to a method and apparatus for generating a three-dimensional point cloud generation using a polarimetric camera in a drive assistance system equipped vehicle including a camera configured to capture a color image for a field of view and a polarimetric data of the field of view, a processor configured to perform a neural network function in response to the color image and the polarimetric data to generate a depth map of the field of view, and a vehicle controller configured a perform an advanced driving assistance function and to control a vehicle movement in response to the depth map.

Abstract: This disclosure relates to providing flight control for an unmanned aerial vehicle based on opposing fields of view with overlap. The UAV may include a housing, a motor, a first image sensor, a second image sensor, a first optical element having a first field of view greater than 180 degrees, a second optical element having a second field of view greater than 180 degrees, and one or more processors. The first optical element and the second optical element may be carried by the housing such that a centerline of the second field of view is substantially opposite from a centerline of the first field of view, and a peripheral portion of the first field of view and a peripheral portion of the second field of view overlap. Flight control for the UAV may be provided based on parallax disparity of an object within the overlapping fields of view.

Abstract: A method, system, apparatus, article of manufacture, and computer-readable storage medium provide the ability to merge multiple point cloud scans. A first raw scan file and a second raw scan file (each including multiple points) are imported. The scan files are segmented by extracting segments based on geometry in the scene. The segments are filtered. A set of candidate matching feature pairs are acquired by registering features from one scan to features from another scan. The two raw scan files are merged based on the candidate matching feature pairs.

Abstract: According to various embodiments, an electronic device may comprise: a first camera arranged on a first surface of a housing of the electronic device; a second camera arranged apart from the first camera on the first surface; a display; and a processor set to process at least a portion of a first inputted image by applying a first image effect and display same on the display, on the basis of a first object area for the first inputted image obtained by using phase difference information of the first inputted image from among the first inputted image obtained from the first camera or a second inputted image obtained from the second camera, and to process at least a portion of the first inputted image by applying a second image effect and displaying same on the display, on the basis of a second object area for the first inputted image obtained by using time difference information between the first inputted image and the second inputted image.

Abstract: Optoacoustic diagnostic systems, devices, and methods are described. A system may comprise a console unit and a handheld probe. The console unit comprises a controller, a processor, a photodiode array, an acoustic processing subsystem, and a cooling subsystem. The probe directs light signals from the photodiode array to patient tissue. The light signals each have different wavelengths selected based on the physiological parameter of interest. The probe further comprises an acoustic transducer that receives acoustic signals generated in response to the directed light signals. The probe may comprise a finger-held working end that can be directed to the skull of a fetus within the uterus during labor. The probe can then accurately determine blood oxygenation of the fetus to determine if a caesarian section is necessary.

Abstract: A method of calibration of a dual camera system, including, providing a chart of a plurality of circular rings and at least one disk, imaging the chart with a first camera to provide a first chart image and a second camera to provide a second chart image, performing edge detection of the first and second chart image on the plurality of circular rings and the at least one disk, determining the relative position of the plurality of circular rings to the at least one disk, matching the relative positions of the plurality of circular rings of the first chart image and the second chart image and aligning the first camera and the second camera based on the matching of the first chart image to the second chart image.

Abstract: Embodiments of the present invention provides methods, computer program products, and a system for determining and displaying an image selected from a plurality of images based on a physical displacement of a device. Embodiments of the present invention can be used to generate a composite model based on a collected plurality of images. Embodiments of the present invention can be used to determine an image for display selected from the generated composite model based on a physical displacement of a device.

Abstract: A mobile device has at least two camera lenses for taking a first image and a second image for forming a 3D image and a processor for composing a composite image from first image strips compressed from the first image and second image strips compressed from the second image in an interlaced manner. The composite image is conveyed to a display panel so that a viewer can see a 3D image through a parallax sheet with parallax separating units. The 3D image can be displayed with different magnification factors. When four lenses are used for taking a first pair of images and a second pair of images, the first pair is used for composing the composite image and the 3D image is viewed through a lenslet sheet.

Abstract: Systems and methods are disclosed for dual imaging module cameras. For example, methods may include: receiving a zoom control signal, receiving an input image that was captured using a first lens assembly of a dual imaging module, and determining, based on the zoom control signal, an intermediate lens distortion profile. The intermediate lens distortion profile has values that are between corresponding values of a first lens distortion profile for the first lens assembly and a second lens distortion profile for a second lens assembly of the dual imaging module. The method may include applying a warp based on the intermediate lens distortion profile to the input image to obtain an output image and transmitting, storing, or displaying an image based on the output image. For example, the systems and methods may eliminate or mitigate discontinuities in lens distortion at a switch-over between lens assemblies of a dual imaging module.

Abstract: In a system for 360 degree video capture and playback, 360 degree video may be captured, stitched, encoded, decoded, rendered, and played-back. In one or more implementations, a stitching device may be configured to stitch the 360 degree video using an intermediate coordinate system between an input picture coordinate system and a capture coordinate system. In one or more implementations, the stitching device may be configured to stitch the 360 degree video into at least two different projection formats using a projection format decision, and an encoding device may be configured to encode the stitched 360 degree video with signaling that indicates the at least two different projection formats. In one or more implementations, the stitching device may be configured to stitch the 360 degree video with multiple viewing angles, and a rendering device may be configured to render the decoded bitstream using one or more suggested viewing angles.

Abstract: Disclosed are systems and methods for generating data sets for training deep learning networks for key point annotations and measurements extraction from photos taken using a mobile device camera. The method includes the steps of receiving a 3D scan model of a 3D object or subject captured from a 3D scanner and a 2D photograph of the same 3D object or subject at a virtual workspace. The 3D scan model is rigged with one or more key points. A superimposed image of a pose-adjusted and aligned 3D scan model superimposed over the 2D photograph is captured by a virtual camera in the virtual workspace. Training data for a key point annotation DLN is generated by repeating the steps for a plurality of objects belonging to a plurality of object categories. The key point annotation DLN learns from the training data to produce key point annotations of objects from 2D photographs captured using any mobile device camera.

Abstract: The present invention relates to a device, a method and a program for generating a multidimensional reaction-type image, and a method and a program for reproducing a multidimensional reaction-type image. The method for generating a multidimensional reaction-type image, according to one embodiment of the present invention, comprises the steps of: a computer acquiring a plurality of multidimensional image frames forming a base image (S200); generating a three-dimensional cell combination on the basis of a configuration region in the base image and a particular frame density in the configuration region (S600); and matching image frames corresponding to respective detailed cells (S1000).

Abstract: A depth measurement assembly (DMA) includes a structured light emitter, an augmented camera, and a controller. The structured light emitter projects structured light into a local area under instructions from the controller. The augmented camera generates image data of an object illuminated with the structured light pattern projected by the structured light emitter in accordance with camera instructions generated by the controller. The augmented camera includes a high speed computation tracking sensor that comprises a plurality of augmented photodetectors. Each augmented photodetector converts light to data and stores the data in its own memory unit. The controller receives the image data and determines depth information of the object in the local area based in part on the image data. The depth measurement unit can be incorporated into a head-mounted display (HMD).

Abstract: A defibrillator or monitoring system may comprise a defibrillator, at least one video camera configured to acquire a video of a subject being treated by the defibrillator, a data collection unit configured to collect data associated with the subject, a communications unit configured to establish a communication channel between the defibrillator system and an emergency response center; and a processing unit configured to cause transmission to the emergency response center of at least one of the video of the subject and the data associated with the subject.

Abstract: An optical measuring system for fitting spectacles to a subject and/or for diagnosing and/or monitoring ocular diseases and/or disorder in the subject, and methods of use thereof. The system includes at least one image capturing device for capturing at least one image of at least part of the face of the subject. The system also includes at least one movable mount for mounting the image capturing device in front of the subject and moving the image capturing device relative to the subject; and at least one processor operatively connected to the image capturing device for generating a three dimensional (3D) model of the at least part of the face of the subject. The at least one processor is also configured to determine, from the 3D model generated, one or more optical measurements of the subject.

Abstract: [Object] Observation is made possible by switching between a stereoscopic vision image and a depth-of-field extended image correspondingly to a situation. [Solution] An image processing device according to the present disclosure, includes a photographing situation acquiring section that acquires information with regard to a photographing situation of an image for a left eye or an image for a right eye, and a determining section that determines correspondingly to the information with regard to the photographing situation whether to perform stereoscopic vision image processing for the image for a left eye or the image for a right eye, or whether to perform two-dimensional depth-of-field extension processing with at least one of the image for a left eye or the image for a right eye. With this, it becomes possible to observe by switching between a stereoscopic vision image and a depth-of-field extended image correspondingly to a situation.

Abstract: On a display configured to provide a photorepresentative view from a user's vantage point of a physical environment in which the user is located, a method is provided comprising receiving, from the user, an input selecting a theme for use in augmenting the photorepresentative view. The method further includes obtaining, optically and in real time, environment information of the physical environment and generating a spatial model of the physical environment based on the environment information. The method further includes identifying, via analysis of the spatial model, one or more features within the spatial model that each corresponds to one or more physical features in the physical environment. The method further includes based on such analysis, displaying, on the display, an augmentation of an identified feature, the augmentation being associated with the theme.

Abstract: There is provided a generation device, an identification information generation method, a reproduction device, and an image reproduction method capable of identifying a packing scheme. Stereo packing identification information for identifying a scheme of packing is generated with regard to a plurality of region images of a celestial sphere image packed in a packed frame. In a case in which packing is performed by one of a plurality of packing schemes, stereo packing identification information indicating a packing method can be generated, a projected frame can be generated easily on the basis of the identification information, and the projected frame can be rendered. The present technology can be applied to a case in which a celestial sphere stereoscopic image is transmitted to be reproduced on a reception side.

Abstract: The present invention provides a projector, wherein the projector includes a light-emitting device, a lens module having a diffuser part and a lens part, and a DOE. In the operations of the projector, the light-emitting device is arranged for generating at least one laser beam, and the at least one laser beam passes through the diffuser part and the DOE to illuminate a field of view, and the at least one laser beam passes through the lens part and the DOE to generate a plurality of dots.

Abstract: A multiview image display apparatus is disclosed. A multiview image display apparatus includes: a depth adjuster configured to adjust a depth of an input image; a renderer configured to render a multiview image based on the image in which the depth is adjusted; a display configured to display the multiview image in a preset arrangement pattern; and a controller configured to control the depth adjuster in order to extract a saliency region of a user from the input image and adjust a depth value of an object included in the saliency region to a depth value of a preset range.

Abstract: The present invention provides a stereo camera capable of mitigating thermal stress generated between members and reducing measurement error. In the present invention, a housing is provided with a high-rigidity support part and low-rigidity support part for supporting a circuit board, a high-rigidity support area including the high-rigidity support part, and a low-rigidity support area including the low-rigidity support part. The high-rigidity support part has greater rigidity in relation to force acting in a baseline direction (X-axis direction) following a baseline length of a pair of camera modules than the low-rigidity support part. The high-rigidity support area is provided in one location so as to be adjacent to the low-rigidity support area in the baseline direction.

Abstract: Display devices and electronic apparatuses with 3D camera modules are provided. An exemplary device comprises a display and a 3D camera module, wherein the 3D camera module comprises a depth camera module disposed at a backlight side of the display; the depth camera module comprises an edge-emitting laser and an imaging module; the edge-emitting laser is configured for emitting laser light, for the emitted laser light to penetrate the display to reach an object; and the imaging module is configured for receiving laser light reflected by the object that penetrates the display, and obtaining a depth image of the object based on the reflected laser light.

Abstract: Methods and systems for light field image encoding and decoding are disclosed. According to some embodiments, scene metadata and input light field images associated with a scene are received. A first encoding operation is performed on the scene metadata and input light field images to generate reference images, reference disparity information, and an order of reference views. A second encoding operation is performed based on the reference images and reference disparity information to output light field encoded data. The light field encoded data includes the encoded reference images, the encoded reference disparity information, and the order of reference views. The light field encoded data is transmitted.

Abstract: A display device includes a display panel including a plurality of light emitters spaced apart by a first representative distance in a first emission region and a plurality of light emitters spaced apart by a second representative distance different from the first representative distance in a second emission region that surrounds the first emission region. The display device also includes a filter coupled with the display panel for transmitting light projected by the display panel through the filter. The filter has a first filter region configured to cause a first distribution of light emitted from a first light emitter in the first emission region and a second distribution of light emitted from a second light emitter in the first emission region so that the first distribution at least partially overlaps with the second distribution.

Abstract: A calibration method and a calibration device of a vehicle-mounted camera, a vehicle and a storage medium are provided. The calibration method includes: obtaining an original image including a plurality of first lane lines and captured by the vehicle-mounted camera; determining a region of interest (ROI) including the plurality of first lane lines in the original image; adjusting a pitch angle of the vehicle-mounted camera by detecting a plurality of second lane lines in a first inverse perspective mapping (IPM) image corresponding to the ROI, the second lane lines corresponding to the first lane lines; and adjusting a yaw angle of the vehicle-mounted camera by detecting an IPM binary image of a second IPM image corresponding to the ROI.

Abstract: A head mounted display (HMD) includes a first transparent light source, a first micro-lens array panel and a first transparent LCD panel. The first transparent light source emits a plurality of pin-lights along a first light projection path. The first micro-lens array panel having a plurality of micro-lens, and the micro-lens respectively receive the pin-lights and adjust characteristics of projection surfaces of the pin-lights to generate a plurality of adjusted lights. The first transparent LCD panel receives the adjusted lights and generates a first display image according to the adjusted lights.

Abstract: Certain examples described herein enable semantically-labelled representations of a three-dimensional (3D) space to be generated from video data. In described examples, a 3D representation is a surface element or ‘surfel’ representation, where the geometry of the space is modelled using a plurality of surfaces that are defined within a 3D co-ordinate system. Object-label probability values for spatial elements of frames of video data may be determined using a two-dimensional image classifier. Surface elements that correspond to the spatial elements are identified based on a projection of the surface element representation using an estimated pose for a frame. Object-label probability values for the surface elements are then updated based on the object-label probability values for corresponding spatial elements. This results in a semantically-labelled 3D surface element representation of objects present in the video data.

Abstract: Processing methods and apparatuses for video data of a color component comprise receiving input data associated with a current coding block (CB) in a current slice, where the video data is partitioned into multiple CBs according to a partitioning method. A Quantization Parameter (QP) minimum block area or a depth flag is determined and an area of the current CB according to a width and a height or a combined depth of the current CB is calculated and compared with the QP minimum block area or the depth flag. Signaling of QP information for the current CB is conditioned by the comparing result. The QP information for the current CB is used to quantize a residual signal of the current CB or recovering a quantized residual signal of the current CB.

Abstract: A diagnosis device provided with a position data generation unit (224) and a linking unit (226). The position data generation unit (224) generates first position data and second position data using a relative position image showing the relative positions of an upper bow and a bite-fork, an upper-part image showing the positional relationship of the bite-fork and the maxillary dental arch of a patient, and an articulation image showing the positional relationship of the maxillary dental arch and the mandibular dental arch of the patient. The linking unit (226) generates a virtual articulator by positioning three-dimensional models of the patient's maxillary dental arch and mandibular dental arch generated by a model generation unit (223), using the first position data and the second position data.

Abstract: A method for gaming assistance. Information relating to game plays of player for a gaming application is received at a back-end server. A current game context of a first game play of a first player is determined from the information. Historical expert game contexts of expert game plays of experts that have played the gaming application are determined from the information. An assistance query related to the first game play is received. The current game context of the first player is compared to the historical expert game contexts to determine at least one expert having a corresponding historical expert game context that matches the first game context. A first expert is assigned to the first player for obtaining assistance. A communication session is generated between a device of the first expert and a device of the first player to enable the first expert to render assistance to the first player.