Abstract: The present disclosure describes various methods, systems, and storage medium for determining underwater geolocation from polarization images with neural networks. The method includes obtaining a plurality of polarization images; inputting the plurality of polarization images to a first neural network to obtain a set of location predictions; refining the set of location predictions with a second neural network to obtain a set of refined location predictions; estimating a geolocation according to the set of refined location predictions; and outputting the estimated geolocation.

Abstract: Provided are fluorescent nanoparticle and related methods of using the fluorescent nanoparticles for imaging tumors. The fluorescent nanoparticle comprises a gelatin matrix; and a fluorophore encapsulated within the gelatin matrix and ionically-bound to the gelatin matrix. The encapsulated fluorophore has an encapsulation concentration selected to provide: quenching of fluorophore encapsulated within the gelatin matrix and a substantial fluorescence for the fluorophore released from the gelatin matrix.

Abstract: A goggle system is provided. The goggle system includes a computing device, a goggle device configured to be worn by a user and including a detector configured to simultaneously acquire image data of a subject in a first image mode and a second image mode, at least one eye assembly configured to display at least one of an image in the first image mode, an image in the second image mode, and a hybrid image including pixels of image data from the first image mode and pixels of image data from the second image mode, and a communications module configured to transmit acquired image data from the goggle device to the computing device.

Abstract: An image sensor capable of recording both spectral and polarization properties of light using a single chip device includes an at least 2048 by 2048 array of superpixels. Each superpixel includes an array of spectral pixels, and an adjacent array of polarization pixels. Each spectral pixel includes a spectral filter and a stack of photodiodes, where each photodiode has a different quantum efficiency and is, therefore, sensitive to a different wavelength of light passed by the spectral filter. Each polarization pixel includes a polarization filter and a stack of photodiodes, similar to the spectral pixel photodiode stacks.

Abstract: A goggle system is provided. The goggle system includes a computing device, a goggle device configured to be worn by a user and including a detector configured to simultaneously acquire image data of a subject in a first image mode and a second image mode, at least one eye assembly configured to display at least one of an image in the first image mode, an image in the second image mode, and a hybrid image including pixels of image data from the first image mode and pixels of image data from the second image mode, and a communications module configured to transmit acquired image data from the goggle device to the computing device.

Abstract: A goggle system is provided. The goggle system includes a computing device, a goggle device configured to be worn by a user and including a detector configured to simultaneously acquire image data of a subject in a first image mode and a second image mode, at least one eye assembly configured to display at least one of an image in the first image mode, an image in the second image mode, and a hybrid image including pixels of image data from the first image mode and pixels of image data from the second image mode, and a communications module configured to transmit acquired image data from the goggle device to the computing device.

Abstract: Among the various aspects of the present disclosure is the provision of systems or methods for polarization division multiplexed (PDM) optical transmission. For example, the PDM optical transmission system can comprise a chip with one or more aluminum nanowire filters attached to the surface of the chip, such as division of focal Plane (DoFP) polarimeter filter array bonded on the receiver IC.

Abstract: An image sensor capable of recording both spectral and polarization properties of light using a single chip device includes an at least 2048 by 2048 array of superpixels. Each superpixel includes an array of spectral pixels, and an adjacent array of polarization pixels. Each spectral pixel includes a spectral filter and a stack of photodiodes, where each photodiode has a different quantum efficiency and is, therefore, sensitive to a different wavelength of light passed by the spectral filter. Each polarization pixel includes a polarization filter and a stack of photodiodes, similar to the spectral pixel photodiode stacks.

Abstract: A polarization imager is provided that includes a plurality of CMOS photodetectors and a plurality of polarization filters. Each of the plurality of CMOS photodetectors has a photodiode that is configured to operate in forward bias mode. Further, each of the plurality of polarization filters is monolithically integrated with a corresponding one of the plurality of CMOS photodetectors. Each of the plurality of photodiodes exhibits a logarithmic response to a flux of incident photons. The polarization imager achieves a dynamic range of at least 100 decibels with a signal-to-noise ratio of at least 60 decibels.

Abstract: A goggle system is provided. The goggle system includes a computing device, a goggle device configured to be worn by a user and including a detector configured to simultaneously acquire image data of a subject in a first image mode and a second image mode, at least one eye assembly configured to display at least one of an image in the first image mode, an image in the second image mode, and a hybrid image including pixels of image data from the first image mode and pixels of image data from the second image mode, and a communications module configured to transmit acquired image data from the goggle device to the computing device.

Abstract: A goggle system is provided. The goggle system includes a computing device, a goggle device configured to be worn by a user and including a detector configured to simultaneously acquire image data of a subject in a first image mode and a second image mode, at least one eye assembly configured to display at least one of an image in the first image mode, an image in the second image mode, and a hybrid image including pixels of image data from the first image mode and pixels of image data from the second image mode, and a communications module configured to transmit acquired image data from the goggle device to the computing device.

Abstract: A multispectral imaging sensor includes at least one superpixel including a plurality of pixels. Each pixel includes an imaging element, and each imaging element includes at least one photodetector. Each pixel further includes a spectral filter associated with the imaging element. The spectral filter permits light to pass to its associated imaging element only within a plurality of passbands.

Abstract: A multispectral imaging sensor includes at least one superpixel including a plurality of pixels. Each pixel includes an imaging element, and each imaging element includes at least one photodetector. Each pixel further includes a spectral filter associated with the imaging element. The spectral filter permits light to pass to its associated imaging element only within a plurality of passbands.

Abstract: Among the various aspects of the present disclosure is the provision of systems or methods for polarization division multiplexed (PDM) optical transmission. For example, the PDM optical transmission system can comprise a chip with one or more aluminum nanowire filters attached to the surface of the chip, such as division of focal Plane (DoFP) polarimeter filter array bonded on the receiver IC.

Abstract: A polarization imager is provided that includes a plurality of CMOS photodetectors and a plurality of polarization filters. Each of the plurality of CMOS photodetectors has a photodiode that is configured to operate in forward bias mode. Further, each of the plurality of polarization filters is monolithically integrated with a corresponding one of the plurality of CMOS photodetectors. Each of the plurality of photodiodes exhibits a logarithmic response to a flux of incident photons. The polarization imager achieves a dynamic range of at least 100 decibels with a signal-to-noise ratio of at least 60 decibels.

Abstract: A goggle system is provided. The goggle system includes a computing device, a goggle device configured to be worn by a user and including a detector configured to simultaneously acquire image data of a subject in a first image mode and a second image mode, at least one eye assembly configured to display at least one of an image in the first image mode, an image in the second image mode, and a hybrid image including pixels of image data from the first image mode and pixels of image data from the second image mode, and a communications module configured to transmit acquired image data from the goggle device to the computing device.

Abstract: A multispectral imaging sensor includes at least one superpixel including a plurality of pixels. Each pixel includes an imaging element, and each imaging element includes at least one photodetector. Each pixel further includes a spectral filter associated with the imaging element. The spectral filter permits light to pass to its associated imaging element only within a plurality of passbands.

Abstract: A compound of formula (I) is provided having the structure: cypate-cyclo(Cys-Gly-Arg-Asp-Ser-Pro-Cys)-Lys-OH, and each amino acid is independently in a D or L configuration. Also provided are pharmaceutical compositions that include the compound of formula (I) and its use in treating cancer by administering it to a patient in need thereof.

Abstract: A goggle system is provided. The goggle system includes a computing device, a goggle device configured to be worn by a user and including a detector configured to simultaneously acquire image data of a subject in a first image mode and a second image mode, at least one eye assembly configured to display at least one of an image in the first image mode, an image in the second image mode, and a hybrid image including pixels of image data from the first image mode and pixels of image data from the second image mode, and a communications module configured to transmit acquired image data from the goggle device to the computing device.

Abstract: A goggle system is provided. The goggle system includes a computing device, a goggle device configured to be worn by a user and including a detector configured to simultaneously acquire image data of a subject in a first image mode and a second image mode, at least one eye assembly configured to display at least one of an image in the first image mode, an image in the second image mode, and a hybrid image including pixels of image data from the first image mode and pixels of image data from the second image mode, and a communications module configured to transmit acquired image data from the goggle device to the computing device.