A method and a system for pollutant identifying and early warning based on cluster analysis include steps of: installing multiple high-definition cameras on a river or a sluice dam, capturing pollutant images in front of the sluice dam at certain intervals, and transmitting the pollutant images captured by the high-definition cameras to a computer; reading the pollutant images transmitted to the computer; extracting a main pollutant color in the pollutant images through cluster analysis; calculating a difference between the main pollutant color and RGB data in a pollutant color gamut database, and setting an aberration threshold to identify the pollutant color; performing scale conversion with two sets of common point image pixel coordinates and actual plane coordinates to calculate a current pollutant area; and judging whether a polluted area exceeds a critical value according to a preset pollutant area threshold, thereby realizing early warning.

A system and a method allowing to make changes on a desired model and/or a scene by converting models and/or scenes in different formats into a unique format and by integrating them into Augmented Reality and Virtual Reality/Mixed Reality and other emerging technologies and enables to be displayed of the changes by other users simultaneously are provided.

A method allows transferring references from vertices, edges, and faces of a solid or surface model to an edited model, by finding correspondences between vertices, edges, faces, and bodies of the models. The method begins by quickly finding matching bodies and aligning them, considering factors such as size, complexity, and the location of its vertices, edges, and faces. For every pair of matched bodies, it then matches exactly coincident vertices, edges, and faces. Of the remaining unmatched topology, it matches edges and faces in the new model that overlap those of the old model considerably. It uses near-neighbor structures to speed up the search for correspondences by eliminating old-new pairs of vertices, edges, and faces that do not overlap. Finally, it iteratively matches unmatched vertices, edges, and faces whose adjacent vertices, edges, and faces are in exact correspondence between the old and new models.

A data reconstruction device according to an embodiment of the present disclosure includes processing circuitry. The processing circuitry is configured to generate a medical image of an image type different from that of reference data on the basis of the reference data. The processing circuitry is configured to obtain acquisition data acquired by using an acquisition method different from that used for data to be generated related to generating the reference data. The processing circuitry is configured to generate a reconstruction image of the image type by correcting inconsistency of the medical image with the acquisition data on the basis of the medical image, the acquisition data, and the reference data.

A system and a method allowing to make changes on a desired model and/or a scene by converting models and/or scenes in different formats into a unique format and by integrating them into Augmented Reality and Virtual Reality/Mixed Reality and other emerging technologies and enables to be displayed of the changes by other users simultaneously are provided.

The present invention includes a method for representing a plurality of pre-calculated solutions in radiation therapy that are stored in a database and displayed in a manner controllable by a user. Arrays of DVH curves provide the user with essential information on the ‘quality of a plan’. A DVH diagram is displayed as a main diagram, wherein only one of the solutions is visually represented at a time. By selecting a first starting point on a selected DVH curve as the main diagram, a first straight axis extending through the first starting point is placed. A first region, located around the first starting point and on the first straight axis, is highlighted as a first control region for controllable visualization of the plurality of currently non-displayed solutions stored in the database, the DVH curves of which correspond to the selected DVH curve and intersect the first straight axis.

A system, a method, and a computer program product for generation of an object. A data input is received. The data input is converted into a digital object format. The converted data input includes a mapping indicative of an organization of a plurality of data points in the data input. The converted data input is processed based on the mapping. The processing includes at least one manipulation of at least one data point in the plurality of data points in the data input. The processed data input is transformed into a digital object mass containing at least one instruction and at least one parameter for generating of the object. A representation of the object in a predetermined format is generated based on the transformed processed data.

Described herein are platforms, systems, media, and methods for measuring a space by launching an active augmented reality (AR) session on a device comprising a camera and at least one processor; calibrating the AR session by establishing a fixed coordinate system, receiving a position and orientation of one or more horizontal or vertical planes in the space in reference to the fixed coordinate system, and receiving a position and orientation of the camera in reference to the fixed coordinate system; constructing a backing model; providing an interface allowing a user to capture at least one photo of the space during the active AR session; extracting camera data from the AR session for the at least one photo; extracting the backing model from the AR session; and storing the camera data and the backing model in association with the at least one photo.

A data processing method includes: outputting output information, the output information including coordinate system setting information to specify a correspondence between each of one or more coordinate axes of a coordinate system and each of attributes each of which is assigned to each of the one or more coordinate axes, thereby enabling an image generation device including a control unit to acquire the output information and to generate an image including a graph drawn in a coordinate system, which is set in accordance with the correspondence specified by the coordinate system setting information of the acquired output information, based on data on the attribute.

Daily activities of mobile data may be represented as and processed as an image consisting of days of the week versus time of day. The images may be rapidly processed from raw data, but also may be readily analyzed using image processing techniques. The daily activities may be a composite of several images, each of which may represent observations for a particular dimension. The dimension may represent a type of activity, a physical location, a labeled location, or some other aspect. The image having time of day versus day of week may show relationships or patterns that may occur from one day to the next, which may otherwise be difficult to detect.