Approaches for creating high quality images

摘要

Systems and approaches are provided for obtaining high quality image data from lower resolution and/or lower quality image data. An electronic device can be calibrated comprehensively prior to being provided to a user. The calibrated electronic device can be used to capture image data, image metadata, and other sensor data substantially simultaneously. Super-resolution processing can be applied to the captured image data to obtain higher quality image data than the captured image data, such as image data that corresponds to a higher resolution, has less blur, has less noise, has fewer photometric imperfections, and/or has fewer artifacts.

主权项

1. A computer-implemented method for generating high-fidelity and high-resolution image data, comprising:
under control of one or more computer systems configured with executable instructions,
obtaining a calibration profile for a camera of an electronic device, the calibration profile including at least a brightness compensation map;capturing first image data using the camera;receiving a request from the electronic device to process the first image data to generate second image data, the first image data corresponding to a first image resolution and a first level of fidelity, the first image resolution being lower than a second image resolution corresponding to the second image data to be generated, the first level of fidelity lower than a second level of fidelity corresponding to the second image data;applying the brightness compensation map to at least one image of the first image data to generate normalized image data;executing a super-resolution process, using the normalized image data, to generate the second image data; andsending the second image data to the electronic device in response to the request.