Abstract: A modified back propagation (MBP) method designed to substantially enhance the computational speed of near-field microwave imaging and millimeter wave imaging. This method leverages two key factors to boost efficiency. Firstly, it employs path dimension reduction to diminish computational workload, accomplished by employing approximate path ranges. Rather than utilizing numerous highly precise path ranges to calculate phase shifts, this approach selects an appropriate range unit for approximate ranges, resulting in a significant reduction in computational workload with minimal impact on image quality. Secondly, it harnesses the power of an inverse fast Fourier transform along the frequency (wavenumber) dimension, representing frequencies as a minimum frequency plus increments. Through the combination of these two enhancements, the MBP method becomes applicable to real-time imaging systems, including but not limited to body security screening systems.

Abstract: Provided herein are methods of generating medical images that include the use of a generative adversarial network (GAN) in certain embodiments. Related methods, systems, and computer program products are also provided.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for machine learning image reconstruction. In some implementations, first input data representing the image of the one or more internal structures generated using a first imaging device is provided as input to a first machine learning model having one or more fully-connected layers. First output data generated by the first machine learning model is obtained and the first output data together with second input data representing a second image of the one or more internal structures generated using a second imaging device is provided to a second machine learning model having one or more convolutional layers. Second output data generated by the second machine learning model is obtained and used to generate rendering data that, when processed by a computing device, causes the computing device to output a reconstructed image.

Abstract: A system for producing an image includes a MW (microwave) transmitter, configured to transmit a MW towards an object, and a MW receiver, configured to detect a MW signal received from the object. A processor is programmed to produce an image of the object by compensating both phase shifts and amplitude losses for frequency dependency in a plurality of detected MW signals.

Abstract: An efficient RADAR imaging method that is able to detect an object within an interested area. This method uses electromagnetic waves transmitted by one or many transmitters to illuminate the interested area, and then estimates the phase shift of the scattered wave of an object according to the path that the electromagnetic wave propagated. By reversing the phase of the obtained scattered signal to the transmitters' position, an image is constructed for the entire interested area according to the correlation of signals in all channels. The present method works in the frequency domain. It produces a microwave image by using the phase and magnitude of the obtained signal, or using the phase information only. Other unique features include the way it synthesizes the signals obtained in multiple channels and at multiple frequencies. Its overwhelming high efficiency makes rapid microwave imaging and real-time imaging possible.

Abstract: A system for producing an image includes a MW (microwave) transmitter, configured to transmit a MW towards an object, and a MW receiver, configured to detect a MW signal received from the object. A processor is programmed to produce an image of the object by compensating both phase shifts and amplitude losses for frequency dependency in a plurality of detected MW signals.

Abstract: A microwave (MW) system includes an object support adapted to support an object, a MW transmitter, a MW receiver, an outer rotation unit, an inner rotation unit, a controller and a computation processor. The outer rotation unit includes an outer ring, having a ring shape, with an outer ring mount, upon which one of either an antenna of the MW transmitter or an antenna of the MW receiver is mounted. The inner rotation unit comprises an inner ring, having a ring shape, with an inner ring mount, upon which the other of an antenna of the MW transmitter or an antenna of the MW receiver is mounted. The controller is configured to independently control both the rotation of the inner ring and the outer ring. The computation processor is configured to receive data including MW data representative of MW scattered field detected by the MW receiver.

Abstract: An efficient RADAR imaging method that is able to detect an object within an interested area. This method uses electromagnetic waves transmitted by one or many transmitters to illuminate the interested area, and then estimates the phase shift of the scattered wave of an object according to the path that the electromagnetic wave propagated. By reversing the phase of the obtained scattered signal to the transmitters' position, an image is constructed for the entire interested area according to the correlation of signals in all channels. The present method works in the frequency domain. It produces a microwave image by using the phase and magnitude of the obtained signal, or using the phase information only. Other unique features include the way it synthesizes the signals obtained in multiple channels and at multiple frequencies. Its overwhelming high efficiency makes rapid microwave imaging and real-time imaging possible.

Abstract: A microwave (MW) system includes an object support adapted to support an object, a MW transmitter, a MW receiver, an outer rotation unit, an inner rotation unit, a controller and a computation processor. The outer rotation unit includes an outer ring, having a ring shape, with an outer ring mount, upon which one of either an antenna of the MW transmitter or an antenna of the MW receiver is mounted. The inner rotation unit comprises an inner ring, having a ring shape, with an inner ring mount, upon which the other of an antenna of the MW transmitter or an antenna of the MW receiver is mounted. The controller is configured to independently control both the rotation of the inner ring and the outer ring. The computation processor is configured to receive data including MW data representative of MW scattered field detected by the MW receiver.

Abstract: A high-performance, broad-band antenna that is small enough to be used in an array for biomedical imaging, yet has an aperture large enough to allow operations in the 1 GHz to 2.7 GHz frequency range. The present antenna advantageously uses a Vivaldi antenna with unique lobe designs to provide a small antenna that provides excellent near field imaging. The ends of each lobe have a tilted half-disc shape that increases the aperture of the antenna without increasing overall size. Other unique features of the lobes include exponential structures and an impedance matching design. Multiple units of the present antipodal Vivaldi antenna can be used in an array of antennas. Such an array, or stack or multiple arrays, can be used in many microwave applications for biomedical imaging.

Abstract: A programmable device, such as a field programmable gate array, includes at least one signature bit that is used to indicate whether the programmable device has fewer than all the logic blocks accessible to the user. The signature bit may be programmed after the manufacture of the programmable device or may be hard wired during the manufacture of the device. The programming unit recognizes the configuration of the signature bit and restricts access to particular logic blocks based on the configuration. Thus, a large programmable unit may become a smaller “virtual” programmable device by altering the configuration of the signature bit, which is recognized by the programming unit. Consequently, the manufacturer may test market programmable devices of differing sizes to determine demand without incurring the costs associated with producing a completely new product line.