Abstract: A method of reconstructing a hyperspectral data cube from an encoded and/or spectrally sheared image and an unencoded and spectrally unsheared image of a scene comprises providing the encoded and/or spectrally sheared image and an unencoded and spectrally unsheared image to a neural network comprising an encoder-decoder structure having an encoder portion and a decoder portion; performing one or more primary convolution operations using the encoder portion; and performing one or more transpose convolution operations using the decoder portion; performing spatially adaptive normalization and/or inverted attention normalization on an output of primary convolution operations and/or transpose convolution operations wherein the spatially adaptive normalization and/or inverted attention normalization is performed using a representation of an encoding scheme used to encode the at least one encoded and/or spectrally sheared image and an unencoded and spectrally unsheared image of the scene.

Abstract: A spectrally shearing optical relay system, said relay system being comprised of two halves disposed symmetrically about an aperture stop S, wherein each half comprises a plurality of rotationally symmetric optical elements forming an objective and a com-pound prism comprised of a plurality of dispersing prisms. The compound prisms are located between the objectives and the aperture stop. An imaging device with such an optical relay system is also proposed.

Abstract: A spectrally shearing optical relay system, said relay system being comprised of two halves disposed symmetrically about an aperture stop S, wherein each half comprises a plurality of rotationally symmetric optical elements forming an objective and a com-pound prism comprised of a plurality of dispersing prisms. The compound prisms are located between the objectives and the aperture stop. An imaging device with such an optical relay system is also proposed.

Abstract: Computer implemented methods (600) based on artificial neural networks for determining the datacube are also disclosed.

Abstract: A spectrally shearing optical relay system, said relay system being comprised of two halves disposed symmetrically about an aperture stop S, wherein each half comprises a plurality of rotationally symmetric optical elements forming an objective and a com-pound prism comprised of a plurality of dispersing prisms. The compound prisms are located between the objectives and the aperture stop. An imaging device with such an optical relay system is also proposed.

Abstract: A spectrally shearing optical relay system, said relay system being comprised of two halves disposed symmetrically about an aperture stop S, wherein each half comprises a plurality of rotationally symmetric optical elements forming an objective and a com-pound prism comprised of a plurality of dispersing prisms. The compound prisms are located between the objectives and the aperture stop. An imaging device with such an optical relay system is also proposed.

Abstract: Systems and methods are provided to specify a location of a planned event via a selection of a listing that has location information. For example, in response to a search request a listing may show a business entity at a geographic location; and the user may select the listing as a way to specify the location of a new event or an existing event. In some embodiments, one event can have multiple listings specifying multiple locations.

Abstract: Systems and methods are provided to specify a location of a planned event via a selection of a listing that has location information. For example, in response to a search request a listing may show a business entity at a geographic location; and the user may select the listing as a way to specify the location of a new event or an existing event. In some embodiments, one event can have multiple listings specifying multiple locations.

Abstract: Systems and methods are provided to specify a location, of a planned event via a selection of a listing that: has location information. For example, in response to a search request a listing may show a business entity at a geographic location; and the user may select the listing as a way to specify the location of a new event or an existing event. In some embodiments, one event can have multiple listings specifying multiple locations.

Abstract: Systems and methods are provided to specify a location of a planned event via a selection of a listing that has location information. For example, in response to a search request a listing may show a business entity at a geographic location; and the user may select the listing as a way to specify the location of a new event or an existing event. In some embodiments, one event can have multiple listings specifying multiple locations.

Abstract: Systems and methods are provided to specify a location of a planned event via a selection of a listing that has location information. For example, in response to a search request a listing may show a business entity at a geographic location; and the user may select the listing as a way to specify the location of a new event or an existing event. In some embodiments, one event can have multiple listings specifying multiple locations.

Abstract: Systems and methods are provided to specify a location of a planned event via a selection of a listing that has location information. For example, in response to a search request a listing may show a business entity at a geographic location; and the user may select the listing as a way to specify the location of a new event or an existing event. In some embodiments, one event can have multiple listings specifying multiple locations.

Abstract: Systems and methods are provided to deliver business information to users through users' online address books. Data aggregation servers associate individual businesses with one or more unique identifiers. The data aggregation servers collect, store and periodically update business information relating to individual businesses from a variety of sources, such as the businesses themselves and third party sources, such as online publications and message boards. The data aggregation servers store the information in association with the unique identifier. Electronic address book applications hosted on user devices store address book entries for individual businesses in local address book databases. The entries for each business include the unique identifier, and the online address book applications use the unique identifier to retrieve business information relating to individual businesses from the data aggregation servers.

Abstract: Systems and methods are provided to facilitate the presentation of listings according to levels of user interest in the listings. For example, statistics generated from tracking user interactions with the listings and/or other parameters can be used to measure or estimate a level of current user interest in a listing. Listings in search results can be presented in an order according to the levels of current user interest in the listings.

Abstract: Systems and methods sort location dependent information based on selecting multiple groups of information according to location, ordering the groups based on location, and ordering the information within the groups based on at least one or more other criteria. The size(s) of the areas used to select the groups may be predetermined, or dynamically determined (e.g., based on clustering of information along distance to a location of interest).

Abstract: Systems and methods sort location dependent information based on selecting multiple groups of information according to location, ordering the groups based on location, and ordering the information within the groups based on at least one or more other criteria. The size(s) of the areas used to select the groups may be predetermined, or dynamically determined (e.g., based on clustering of information along distance to a location of interest).

Abstract: Systems and methods are provided to deliver business information to users through users' online address books. Data aggregation servers associate individual businesses with one or more unique identifiers. The data aggregation servers collect, store and periodically update business information relating to individual businesses from a variety of sources, such as the businesses themselves and third party sources, such as online publications and message boards. The data aggregation servers store the information in association with the unique identifier. Electronic address book applications hosted on user devices store address book entries for individual businesses in local address book databases. The entries for each business include the unique identifier, and the online address book applications use the unique identifier to retrieve business information relating to individual businesses from the data aggregation servers.

Abstract: Systems and methods sort location dependent information based on selecting multiple groups of information according to location, ordering the groups based on location, and ordering the information within the groups based on at least one or more other criteria. The size(s) of the areas used to select the groups may be predetermined, or dynamically determined (e.g., based on clustering of information along distance to a location of interest).

Abstract: Systems and methods are provided to facilitate the presentation of listings according to levels of user interest in the listings. For example, statistics generated from tracking user interactions with the listings and/or other parameters can be used to measure or estimate a level of current user interest in a listing. Listings in search results can be presented in an order according to the levels of current user interest in the listings.

Abstract: Systems and methods are provided to specify a location of a planned event via a selection of a listing that has location information. For example, in response to a search request a listing may show a business entity at a geographic location; and the user may select the listing as a way to specify the location of a new event or an existing event. In some embodiments, one event can have multiple listings specifying multiple locations.