Abstract: A computer-implemented method includes generating a set of weights for a diffusion model. The generating includes reducing fidelity of training frames of training image data to create frames of reduced-fidelity training image data, encoding the frames of reduced-fidelity training image data to create frames of compressed reduced-fidelity training image data, and training a first artificial neural network using the frames of compressed reduced-fidelity training image data where values of the weights are adjusted during the training. The values of the weights are sent to a computing device configured to use the values of the weights to establish a second artificial neural network configured to substantially replicate the first artificial neural network.

Abstract: A computer-implemented method includes receiving training data with training images of a scene and associated camera extrinsics corresponding to three-dimensional (3D) camera locations and camera directions from which the training images are captured. Using the training data, a neural network is trained to represent a latent model of the scene in a latent space where the neural network is configured to synthesize scene images corresponding to novel views of the scene from queried 3D viewpoints and viewing angles. View spotlight information is received. The training of the neural network is prioritized based upon the view spotlight information.

Abstract: A computer-implemented method for generating image sequences includes receiving, at a computing device, values of a set of weights for a diffusion model. The weights are generated by training a first artificial neural network using training frames of training image data in combination with a first set of data derived from the frames of training image data. The values of the set of weights are adjusted during the training. A second artificial neural network present on the computing uses the values of the set of weights and receives a second set of data derived from frames of image data containing at least some scene information present in the training frames of training image data. The second set of data is provided to the second artificial neural network to implement the diffusion model. Images corresponding to the frames of image data are then generated by the second artificial neural network.

Abstract: A computer implemented method includes receiving keyframe images of a scene captured at an initial time and first images of the scene captured a first time following the initial time. Each of the keyframe images is associated with a corresponding three-dimensional (3D) camera location and camera direction included within a set of keyframe camera extrinsics and each of the first frame images is associated with a corresponding 3D camera location and camera direction included within a set of first frame camera extrinsics. A keyframe neural network is trained using the keyframe images and the keyframe camera extrinsics. A first frame neural network is trained using the first frame images and the first frame camera extrinsics. The first frame neural network is configured to be queried to produce a first novel view of an appearance of the scene at the first time.

Abstract: A micro-layered structure for use in an optical projection system is configured to reflect incident light as multiple closely aligned reflections. A first semi-reflective transparent layer of the structure has a first index of refraction, a first front surface and a first rear surface. A second semi-reflective transparent layer of the structure has a second index of refraction different from the first index of refraction, a second front surface and a second rear surface. The second front surface abuts the first rear surface of the first semi-reflective transparent layer. Portions of the incident light are respectively reflected by the first front surface, first rear surface, second front surface and second rear surface as first, second, third and fourth reflections which collectively form a projection of the image perceived by a user of the optical projection system.

Abstract: A system and method for generating 3D-aware reconstructions of a static or dynamic scene by using a neural network to encode captured images of the scene into a compact spatio-temporal polynomial latent space scene model. Image frames of a scene are received. Each image frame is associated with camera extrinsics including a three-dimensional (3D) camera location and a camera direction. A neural network is trained using the image frames (e.g., video frames) and the camera extrinsics to encode the frames as models of the scene in a spatio-temporal polynomial latent space. The models of the scene are transmitted to a viewing device including a latent model decoder. The latent model decoder is configured to decode the models to generate imagery corresponding to novel 3D views of the scene.

Abstract: A power bank and holographic projection accessory intended for use with a portable electronic device. The accessory includes a holographic projection unit and an external power bank case attachable to the holographic projection unit. The external power bank case is configured to provide power to the holographic projection unit and to provide a video signal generated by the portable electronic device to the holographic projection unit. The holographic projection unit generates volumetric projections based upon the video signal.

Abstract: A holographic display system for a portable electronic device. The display system includes a case configured to receive the portable electronic device and a projector coupled to the case by a first hinge element. The projector includes a projector screen for generating images. A reflective element is coupled to the projector by a second hinge element. The reflective element is oriented to reflect light from the images in order to create holographic images perceptible to a user of the portable electronic device. The case may include a connector for receiving, from the portable electronic device, a video signal defining the images. The holographic display system may further include a substantially transparent touch screen attached to the first hinge element.

Abstract: A power bank and holographic projection accessory intended for use with a portable electronic device. The accessory includes a holographic projection unit and an external power bank case attachable to the holographic projection unit. The external power bank case is configured to provide power to the holographic projection unit and to provide a video signal generated by the portable electronic device to the holographic projection unit. The holographic projection unit generates volumetric projections based upon the video signal.

Abstract: A holographic display system including an electronic device, a camera and a holographic projection unit. The holographic projection unit is configured to generate a volumetric projection for viewing by a user in response to a rendering signal provided by a volumetric display application executing on the electronic device. The holographic projection unit includes a housing, a projector at least partially disposed within the housing and operative to display images based upon the rendering information, and a semi-reflective element being oriented to reflect light from the images in order to create the volumetric projection. The camera is oriented such that the user is within a field of view, the camera being operative to provide the image information to the volumetric display application for determination of a position of the user. The volumetric projection is adapted in response to the position of the user.

Abstract: A micro-layered structure for use in an optical projection system is configured to reflect incident light as multiple closely aligned reflections. A first semi-reflective transparent layer of the structure has a first index of refraction, a first front surface and a first rear surface. A second semi-reflective transparent layer of the structure has a second index of refraction different from the first index of refraction, a second front surface and a second rear surface. The second front surface abuts the first rear surface of the first semi-reflective transparent layer. Portions of the incident light are respectively reflected by the first front surface, first rear surface, second front surface and second rear surface as first, second, third and fourth reflections which collectively form a projection of the image perceived by a user of the optical projection system.

Abstract: A holographic display system for a portable electronic device. The display system includes a case configured to receive the portable electronic device and a projector coupled to the case by a first hinge element. The projector includes a projector screen for generating images. A reflective element is coupled to the projector by a second hinge element. The reflective element is oriented to reflect light from the images in order to create holographic images perceptible to a user of the portable electronic device. The case may include a connector for receiving, from the portable electronic device, a video signal defining the images. The holographic display system may further include a substantially transparent touch screen attached to the first hinge element.

Abstract: A holographic display system for a portable electronic device. The display system includes a case configured to receive the portable electronic device and a projector coupled to the case by a first hinge element. The projector includes a projector screen for generating images. A reflective element is coupled to the projector by a second hinge element. The reflective element is oriented to reflect light from the images in order to create holographic images perceptible to a user of the portable electronic device. The case may include a connector for receiving, from the portable electronic device, a video signal defining the images. The holographic display system may further include a substantially transparent touch screen attached to the first hinge element.

Abstract: A holographic display system for a portable electronic device. The display system includes a case configured to receive the portable electronic device and a projector coupled to the case by a first hinge element. The projector includes a projector screen for generating images. A reflective element is coupled to the projector by a second hinge element. The reflective element is oriented to reflect light from the images in order to create holographic images perceptible to a user of the portable electronic device. The case may include a connector for receiving, from the portable electronic device, a video signal defining the images. The holographic display system may further include a substantially transparent touch screen attached to the first hinge element.

Abstract: A composition for treating varicose veins is provided and has 61.67% Reverse Osmosis Water, 5.5% Glycerin, 5.5% Caprylic Triglycerides, 2.5% Oleic Acid, 2.5% Propylene Glycol, 1.5% Isopropyl Alcohol (or alternatively Ethanol), 1.0% Polysorbate 80, 0.3% Lecithin, 0.8% Xanthan Gum, 0.4% Allantoin, 1.1% Methyl Nicotinate (Nicotinic Acid), 0.3% Pyridoxal-5-Phosphate (P5P), 0.1% Phosphatidylcholine, 5.0% L-Histidine, 5.0% Glycine, 3.0% Gingko Biloba Extract, 0.08% Phytonadione, 0.05% Cholecalciferol, 2.0% Copper Peptides (GHK-Cu), 0.8% Sharon™ Biomix II, 1.0% Herbal Fragrance.