Abstract: In various examples, a neural network may be trained for use in vehicle re-identification tasks—e.g., matching appearances and classifications of vehicles across frames—in a camera network. The neural network may be trained to learn an embedding space such that embeddings corresponding to vehicles of the same identify are projected closer to one another within the embedding space, as compared to vehicles representing different identities. To accurately and efficiently learn the embedding space, the neural network may be trained using a contrastive loss function or a triplet loss function. In addition, to further improve accuracy and efficiency, a sampling technique—referred to herein as batch sample—may be used to identify embeddings, during training, that are most meaningful for updating parameters of the neural network.

Abstract: Methods and systems for providing supplemental data are disclosed. An exemplary method can comprise determining content currently being consumed by a user, determining one or more user preferences for display of supplemental data, retrieving supplemental data according to the one or more user preferences, and providing the supplemental data to the user concurrently with the content currently being consumed.

Abstract: A system and method for using wireless location of mobile communication units for identifying and allocating resources for access by users of such mobile communication units via bringing the user and such a resource together. Such a user may be routed to such a resource even though the resource cannot be reserved for user access. A resource allocation priority between users mitigates a user not being able to access the user's allocated resource, e.g., due to another user accessing the resource. The resources can be, e.g., a parking space, public transportation (e.g., bus, train, taxi), seating at an open admission event, accessing a theme park ride, and the like. By wirelessly locating the user's mobile communication unit, the user may be navigated to such a user allocated resource.

Abstract: A method for processing positron emission tomography data is provided, this method includes: obtaining a first coordinate and a second coordinate respectively corresponding to two ends of a response line to be processed; determining corresponding dimensional coordinates of the response line to be processed in a sinogram based on the first coordinate and the second coordinate; and generating the sinogram corresponding to the response line to be processed based on the dimensional coordinates. According to this method, the amount of calculation of system matrix is reduced, the accuracy of position information of the generated response line is improved, and the accuracy of generated sinogram is improved accordingly.

Abstract: Techniques for varying locations of virtual networks associated with endpoints using Network Address Translation (NAT), Mobile Internet Protocol (MIP), and/or other techniques in conjunction with Domain Name System (DNS). Rather than having DNS provide a client device with an IP address of an endpoint device, such as a server, the DNS instead returns a virtual IP (VIP) address that is mapped to the client device and the endpoint device. The VIP address may be selected based on a number of factors (e.g., power usage, privacy requirements, virtual distances, etc.). In this way, IP addresses of servers are obfuscated by a virtual network of VIP addresses that can be periodically rotated and/or load balanced. The client device may then communicate data packets to the server using the VIP address as the destination address, and a virtual network service that works in conjunction with DNS can convert the VIP address to the actual IP address of the server using NAT and forward the data packet onto the server.

Abstract: A dual-type solder ball placement system is capable of allowing solder balls of the same type or solder balls having two different types to be mounted simultaneously through two ball mounting lines, thereby efficiently mounting the solder balls arranged with various purposes and patterns. Specifically, the dual-type solder ball placement system allows solder balls serving as terminals and core balls serving as supports to be mounted simultaneously through an inline method, thereby preventing a wafer, a unit, a chipset, and the like that become lighter, thinner, shorter, and smaller from being bent.

Abstract: An assembly for a body joint orthotic that generates a distraction force to the joint that can be synchronized with the flexion of said joint. The hinge may be polycentric or unicentric. For a polycentric hinge, the distraction can be generated by varying the distance between the axes of rotation of the two pivot points. For a unicentric hinge, the distraction can be generated by increasing the length of at least one of the arms that connects the strapping element which holds the orthotic to the limb or body part to the hinge. The synchronization of the amount of distraction to the angle of flexion may be achieved by purely mechanical mechanisms or involving a motor.

Abstract: An imaging apparatus capable of audio communication with a client apparatus in an established session with the client apparatus, the imaging apparatus establishing a session with the client apparatus, accepting a request for establishment of the session from a user, transmitting, in a case where the request for establishment of the session is accepted, a notification compliant with the Open Network Video Interface Forum (ONVIF) standard to the client apparatus as a notification that requests establishment of the session.

Abstract: The present invention relates to medical devices and more particularly to medical devices for joint, bone, and tissue support. A brace system is disclosed incorporating at least two shells with straps and laces. In an embodiment, a boot incorporates a lace-up, removable, molded inner boot, and outer boot with straps for targeted support. Other embodiments comprise shells and secured means that provide targeted support for arms, legs, knees, the back, and other areas.

Abstract: A data driving circuit is disclosed that includes an amplifier and an offset control circuit. The amplifier has an offset voltage and is configured to output a data voltage reflecting the offset voltage. The offset control circuit is configured to control, in response to an input control signal, the amplifier to output the data voltage reflecting the offset voltage in a positive direction or a negative direction. The data driving circuit may enhance the display quality of a low grayscale image.

Abstract: A magnetic resonance imaging (MRI) system and method integrating multi-nuclide synchronous imaging and spectral imaging is provided. The MRI system includes a spectral imaging module, a multi-nuclide synchronous imaging module, and a spectral reconstruction and image fusion module, where the spectral imaging module is configured to acquire a spectrum of a nuclide Nuc; the multi-nuclide synchronous imaging module is configured to perform synchronous imaging of nuclides Nuc1 . . . Nucn, where when n=1, Nucl is 1H; and when n>1, Nucn is a non-1H nuclide; and the spectral reconstruction and image fusion module is configured to receive the spectrum of the nuclide Nuc and images of the nuclides Nuc1 . . . Nucn, and acquire spatial distribution information of compounds of the nuclide Nuc and spatial distribution information of the non-1H nuclide through fusion. The system and method can synchronously acquire MR signals of different nuclides, and reconstruct and fuse non-1H nuclide images.

Abstract: An cast inflatable bladder liner providing air-flow and massage over a fractured limb is introduced to eliminate itching, infection, moisture and bacterial buildup on an injured limb. Fluctuating air-pressure nipples on the bladder-skin surface promote massaging the skin while also ventilating the injury during cast placement. Air pressure is sourced by manual bulb squeezing or electrical power to mechanical pump on demand pressured air. The inflatable bladder has 4 edges and 2 sides and controlled valves for providing two modes of operation, one which provides air-tight seals in static mode and another mode which allows for air-flow over the skin surface.

Abstract: A display panel including: a plurality of light emitting pixels which emit light in response to a first scan signal, a second scan signal, and a light emission control signal; and a plurality of light sensing pixels which output a sensing signal corresponding to external light in response to the first scan signal and the second scan signal, wherein each of the plurality of light emitting pixels includes an organic light emitting diode including an anode and a cathode, the cathode receiving a first driving voltage, and each of the plurality of light sensing pixels includes an organic photodiode including a first electrode and a second electrode, wherein the second electrode of the organic photodiode is electrically connected to the cathode of the organic light emitting diode to receive the first driving voltage.

Abstract: An adjustable tensioning device capable of providing and holding high tensions needed for medical devices, prosthetics, and orthotics.

Abstract: A technique for estimating a process condition without limiting forms (such as shapes) of an object is presented, and a process condition estimating apparatus for estimating a process condition in which an object is processed, and which includes an input unit configured to input measurement data acquired at a predetermined position of the object; and an estimation unit configured to estimate the process condition from the measurement data, based on a process-condition-estimating function for inputting the measurement data and outputting an estimation value of the process condition.

Abstract: The invention provides a technique capable of effectively and appropriately removing noise from various kinds of images including noise and artifacts and images in which a noise pattern changes due to a difference in imaging conditions. Based on a noise removal technique using AI, noise characteristics including artifacts are analyzed for each image, the image is classified based on an analysis result, an optimal neural network for a noise processing is applied for each classification, and the noise and the artifacts are reduced.

Abstract: A system may comprise a processor and a memory having computer readable instructions stored thereon. The computer readable instructions, when executed by the processor, cause the system to record position data for an instrument during an image capture period and determine an instrument position change from the recorded position data. The computer readable instructions, when executed by the processor, may also cause the system to compare the instrument position change to a position change threshold and based on the comparison, determine whether to use image data captured by an imaging system during the image capture period in a registration procedure.

Abstract: Provided are an information processing apparatus, an information processing method, and a storage medium capable of acquiring feature information relating to sweat gland pores that can realize highly accurate identification of an individual. The information processing apparatus includes: a sweat gland pore extraction unit that extracts sweat gland pores from an image including a skin marking; and an information acquisition unit that acquires sweat gland pore information including position information about the sweat gland pore and directional information about the sweat gland pore for each of the sweat gland pores.

Abstract: A disclosed display apparatus may include a display panel having a plurality of sub-pixels and configured to display an image based on an image signal provided to the display panel; a controller configured to determine a required power for at least one frame of the image signal and to output a switch signal based on determining if the required power is equal to or higher than a predetermined reference power; and a power supply device configured to receive an external AC power and to generate a first high-level voltage and a second high-level voltage. The power supply device may be further configured, based on the switch signal, to output the first high-level voltage to drive the display panel, or to combine the second high-level voltage with the first high-level voltage to generate a third high-level voltage and to output the third high-level voltage to drive the display panel.

Abstract: An intrauterine contraceptive system may include a contraceptive intrauterine device, a retrieval thread permanently attached to the intrauterine device and an insertion device for inserting the intrauterine device into a uterus. The system may also include a release thread releasably coupled with the intrauterine device. The intrauterine device may be deployable out of a distal end of the insertion device and may be configured to change from a delivery configuration when housed in the insertion device to a deployed configuration when deployed in a uterus. The retrieval thread and the optional release thread may be at least partially housed within the insertion device during insertion of the intrauterine device into the uterus. The release thread may extend from the intrauterine device through the insertion device to an attachment point at or near a proximal end of the insertion device.