Abstract: A method for image-based orthodontic treatment may include receiving image data of a patient's dentition and an orthodontic appliance, identifying, from the image data, the orthodontic appliance, calculating a misalignment height of a misalignment of the orthodontic appliance with respect to the patient's dentition, determining whether the misalignment height satisfies a misalignment threshold, and in response to satisfying the misalignment threshold, providing a notification.

Abstract: Various apparatuses are disclosed (e.g., system, device, method, or the like) for guiding the capture and assessing the quality of an image, including dental images. The apparatuses may use trained neural networks to examine images and provide users feedback regarding image quality. The neural networks may be trained based on images within image groups that have been ranked based on perceived image quality.

Abstract: A method of dental treatment may include receiving photos of a person's dentition, identifying a stage of a treatment plan administered to the person's dentition, gathering a three-dimensional (3D) model of the person's dentition corresponding to the stage of the treatment plan, projecting attributes of the 3D model of the person's dentition onto an image plane to get a projected representation of the person's dentition at the stage of the treatment plan, comparing the photos to the projected representation to derive an error image representing the comparison, and analyzing the error image for discrepancies, wherein the discrepancies represent one or more deviations of the person's dentition from the stage of the treatment plan.

Abstract: In a telecommunications system (8) that comprises communications endpoints (14-15), communications resources (18-20), a communications server (10) that includes a media manager (21), and a network (12) that interconnects them all, a first endpoint (14) provides the media manager with an offer of a connection to a second endpoint (15) that specifies attributes desired for the connection by the first endpoint. The media manager registers the request and forwards it to the second endpoint. When the second endpoint responds with an acceptance of the connection that specifies attributes desired for the connection by the second endpoint, the media manager compares the registered offer with the received acceptance to determine any resources that are needed to bridge any differences between their attributes and to effect the connection.