Provided are an electronic device and a content output method of the same. Synchronized content is output to a large format display (LFD) and a small format display (SFD). Content synchronized in correspondence with a user's proximity and/or touch is output to the LFD and the SFD.

A variable-resolution screen apparatus and methodology for transforming an image from a microdisplay, display or projector into a variable-resolution image is described herein. The apparatus and methodology could take a high resolution part and a low resolution part, which could be created as a continuous stream of images that are masked to split into two, or as two interleaved images separated by time (or both). The two image streams are reassembled, the high resolution portion into the low resolution background, using various optical embodiments. The various embodiments use beam splitters, beam combiners, shutters, optical masks, lenses, mirrors, optical slabs, lens arrays and other optics in various combinations to create the variable-resolution image. The image from the microdisplay, display or projector is split (in some embodiments), transformed, and recombined to display on a screen or viewer's retina. This apparatus could be implemented in a virtual reality headset.

In a data processing system, when displaying a foveated image, a producer processing unit generates plural different resolution versions of the frame to be displayed. A display processor then generates a view orientation transformed output version of the frame to be displayed using data from the plural different resolution versions of the frame to be displayed generated by the producer processing unit based on data indicative of which resolution version of the frame is to be used for respective regions of the view orientation transformed output version of the frame to be displayed provided to the display processor.

Systems, apparatuses, and methods may provide for technology to process multi-resolution images by identifying pixels at a boundary between pixels of different resolutions, and selectively smoothing the identified pixels.

An image and/or temporal sequence of images is received. The image and/or sequence of images was captured by an image capturing device of an apparatus and was down-sampled thereby. A scale of the image(s) is determined. An up-sampling network receives the image(s) and the scale. The up-sampling network determines appropriate network weights based on the scale. Based on the appropriate network weights, the up-sampling network generates a higher resolution image having a pre-defined scale.

A data visualization system that automatically optimizes tick mark alignment to improve readability and conceptual accessibility of multiple graphs presented in a common display area. The data visualization system optimizes the tick mark alignment by normalizing the orders of magnitudes of the data sets and minimizing an objective function that balances tick resolution versus unused chart space on the common axis. The data visualization system may optionally color code the graphs and data ranges represented on the common axis to improve readability. Automatic scaling and tick mark alignment of the data sets is based on the display dimensions, which allows the graphs to be quickly re-optimized and redrawn on the fly. For example, the graphs may be automatically re-optimized and redrawn in response to display screen rotation, display area resizing, and display on different devices in a manner that appears to be effectively instantaneous to the typical user.

Provided are an electronic device and a content output method of the same. Synchronized content is output to a large format display (LFD) and a small format display (SFD). Content synchronized in correspondence with a user's proximity and/or touch is output to the LFD and the SFD.

In various embodiments, a subjective modeling engine mitigates inaccuracies in subjective content assessments. The subjective modeling engine generates a model that includes the subjective content assessments in addition to parameters for subjective scores and subjective factors. The subjective modeling engine initializes the parameters and then performs optimization operations that increase the likelihood that the optimized subjective scores compensate for the optimized subjective factors. Advantageously, because the subjective modeling engine jointly optimizes the subjective scores and the subjective factors, the optimized subjective scores provide unbiased and consistent digital content assessments.

Techniques are provided for optimizing display processing of layers below a dim layer by a display system. Because the dim layer may partially obstruct, conceal, or otherwise impact a user view of layers below the dim layer, resource-saving techniques may be used in the processing the layers below the dim layer. While these techniques may impact visual quality, a user is unlikely to notice visual artifacts or other reductions in quality in the modified layers below the dim layer. For example, when a dim layer is to be displayed, a GPU can render layers below the dim layer at a lower resolution. Furthermore, the GPU can increase a compression ratio for layers below the dim layer. The low-resolution layers can be scaled-up to an original resolution and the compressed layers can be uncompressed in the display pipeline for display underneath the dim layer.

A system and method for managing medical image data items. Pixel data and metadata are identified in the medical image data items. A plurality of pixel objects are generated using the pixel data. The plurality of pixel objects are stored in a first storage memory. A plurality of representative objects are generated using the metadata. The representative objects are stored in a second storage memory. The representative objects may include overview objects and representative metadata objects. The representative objects can be generated in a DICOM-compatible format suitable for PACS workflows.