Abstract: Described herein are systems and methods that search videos and other media content to identify items, objects, faces, or other entities within the media content. Detectors identify objects within media content by, for instance, detecting a predetermined set of visual features corresponding to the objects. Detectors configured to identify an object can be trained using a machine learned model (e.g., a convolutional neural network) as applied to a set of example media content items that include the object. The systems provide user interfaces that allow users to review search results, pinpoint relevant portions of media content items where the identified objects are determined to be present, review detector performance and retrain detectors, providing search result feedback, and/or reviewing video monitoring results and analytics.

Abstract: A super hard polycrystalline construction has a first region having a body of thermally stable polycrystalline super hard material with an exposed surface forming a working surface, and a peripheral side edge, a second region forming a substrate to the first region and a third region interposed between the first and second regions. The third region extends across a surface of the second region along an interface and has a composite material having a first phase comprising a plurality of non-intergrown diamond grains, the majority of the diamond grains having a coating comprising nano-sized BN particles. There is also disclosed a method of making such a construction.

Abstract: A speed bump and a speed bump transportation system are provided. The speed bump comprises: a base; a cover disposed opposite to the base and configured to be movable relative to the base; an electric-power generation device associated with the cover to scavenge energy through the cover and convert the energy into electrical energy; a first detection device for detecting a force condition of the cover and sending a first detection signal to a communication device when the cover is pressed; the communication device electrically connected to the first detection device and for sending a first communication signal when receiving the first detection signal, wherein the electric-power generation device is electrically connected to the communication device and the first detection device respectively to supply electric-power to the communication device and the first detection device.

Abstract: Semiconductor device is provided. The semiconductor device includes a base substrate and a first dielectric layer on the base substrate. The first dielectric layer contains a first trench and a second trench passing therethrough, and a width of the second trench is larger than a width of the first trench. The semiconductor device further includes a first gate dielectric layer and a first gate electrode in the first trench. A first recess is on the first gate dielectric layer between the first gate electrode and the first dielectric layer. The semiconductor device further includes a second gate dielectric layer and a second gate electrode in the second trench. A second recess is on the second gate dielectric layer between the second gate electrode and the first dielectric layer. The semiconductor device further includes a first protection layer in the first recess and a second protection layer in the second recess.

Abstract: A multi-band communication system includes a plurality of transmit channels, where each transmit channel transmits data streams through a single sub-band, and a plurality of receive channels, where each receive channel receives data streams of a single sub-band. According to one embodiment of the invention, each transmit channel and its respective receive channel are configured with a different set of channel codes to encode and decode the data. The set of channel codes is determined by an adaptive modulation coding controller based on a condition of the link between a transmit channel and a receive channel.

Abstract: Described herein are systems and methods that search videos and other media content to identify items, objects, faces, or other entities within the media content. Detectors identify objects within media content by, for instance, detecting a predetermined set of visual features corresponding to the objects. Detectors configured to identify an object can be trained using a machine learned model (e.g., a convolutional neural network) as applied to a set of example media content items that include the object. The systems provide user interfaces that allow users to review search results, pinpoint relevant portions of media content items where the identified objects are determined to be present, review detector performance and retrain detectors, providing search result feedback, and/or reviewing video monitoring results and analytics.

Abstract: Light output from an LED light source is increased or reduced in response to adjustment of a triac-based dimmer having a triac holding current to maintain conduction of the dimmer. An LED controller to control the light output includes a voltage-controlled impedance to provide an adaptive holding current that causes a triac current of the dimmer to be greater than the triac holding current, particularly when the dimmer is adjusted for significantly low light output (e.g., less than 5%, 2%, or 1% of full power light output). The adaptive holding current also allows for smooth increase of the light output starting from low light output, without perceivable flicker or shimmer. In one example, the voltage-controlled impedance is a resistive-like impedance that is placed on a secondary side of a transformer providing power to the LED light source. In another example, the voltage-controlled impedance is not pulse width modulated.

Abstract: A system is provided for switching a VDI collaborative session where multiple clients are collaboratively accessing a first virtual desktop to a second virtual desktop belonging to one of the collaborators. The owner of the second virtual desktop requests the system to switch the collaboration session to the second virtual desktop. The connection server disconnects the requesting user from the first virtual desktop, connects the user to the second virtual desktop, and invites the other collaborators to join the session on the second virtual desktop. After accepting the invitation, the collaborators are joined to the second virtual desktop and collaboration resumes on the second virtual desktop.

Abstract: The present invention discloses a compound for regulating protein kinase activity and used for treating or preventing diseases associated with protein kinases. Specifically, the present invention relates to a benzofuran pyrazole amine protein kinase inhibitor which belongs to compounds that regulate anaplastic lymphoma kinase (ALK), and provides a method of preparing such a compound and a pharmaceutical use of such a compound in the treatment or prevention of diseases associated with ALK. The inhibitor can solve the problem of the drug resistance of the first generation and the second generation of ALK inhibitors.

Abstract: Disclosed is a ground wellhole dedicated protective pipe for gas extraction of a mining-induced area. The ground wellhole dedicated protective pipe for gas extraction of a mining-induced area is disposed inside a ground wellhole for gas extraction of the mining-induced area and the ground wellhole dedicated protective pipe for gas extraction of a mining-induced area includes a casing and a chain that is disposed inside the casing and slidable relative to the casing, wherein the chain includes a plurality of chain drums and connecting pieces movably connecting the adjacent chain drums, and a plurality of air holes are opened in the chain drum along an axial direction of the chain drum.

Abstract: A pixel driving circuit includes a pixel unit including a blue sub-pixel connected to a data line to receive a data voltage, and a limit circuit connected between the data line and a reference voltage line configured to transfer a fixed DC voltage, the limit circuit being configured to limit the received data voltage when the received data voltage exceeds a voltage threshold.

Abstract: A novel type of water-soluble isatin derivatives, and manufacturing method and application thereof. An isatin derivative comprising a phenolic hydroxy group is used as the substrates. A dimethylaminomethylene group is introduced to an ortho position of the phenolic hydroxy group to significantly improve the water solubility of a class of compounds provided by the invention. An antitumor activity study showed that the activity of the class of compounds was not reduced, and even improved. The class of compounds has great prospects for applications in developing an antitumor pharmaceutical product.

Abstract: Provided herein is a multi-sample and multi-locus method for analyzing a genetic locus. In particular, provided herein is a method for SNP detection and analysis based on high-throughput sequencing, comprising designing a probe, pre-amplification and biotin labeling, hybridization, ligation, barcode specific primer extension, sequencing and analyzing the SNP locus. A probe set is for the analysis is also provided.

Abstract: An object of the present invention is to reduce a chip area of the high-side driver circuit. A high-side driver circuit of the present invention is a high-side driver circuit in which a first potential is set as a power supply potential, which includes a constant voltage circuit configured to operate with a second potential as a reference potential, and generate, from the first potential, a third potential which is lower than the first potential and higher than the second potential, a logic circuit configured to operate with the third potential as a reference potential, a level shift circuit configured to shift the reference potential of the output signal of the logic circuit from the third potential to the second potential, and a driver circuit in which the second potential is set as a reference potential, and configured to drive a switching element by the output signal.

Abstract: A method and system for big data exchange is provided. The method includes a big data source collects various data and provides the various data to a big data exchanger; the big data exchanger receives the various data imported from the big data source, processes the various data to obtain processed data, and exports the various data and the processed data to a big data target according to a data request of the big data target; the big data target sends the data request to the big data exchanger and receives the various data and the processed data, corresponding to the data request, which are exported from the big data exchanger.

Abstract: An LED tube lamp comprises a lamp tube, a first circuit board disposed in the lamp tube having a plurality of light sources mounted thereon, and two lamp caps respectively disposed at both ends of the lamp tube and having a power supply disposed in the lamp caps. The power supply has a second circuit board with a first surface and a second surface opposite and parallel to each other. The lamp cap comprises a side wall, an end wall, and a slot with a first rib. There is a coupling structure protruded on the first rib with respect to the first surface of the second circuit board.

Abstract: A communication terminal based on free space optical communication, a communication device, and a communication system are provided. The communication system includes a communication terminal, communication devices, and a master control device. The first communication device includes a light emitting unit configured to transmit an optical signal and a second switching control unit configured to establish a connection with the communication terminal that has received the optical signal. The communication terminal includes a light receiving unit configured to receive the optical signal transmitted by the first communication device and a first switching control unit configured to set the first communication device as a switching destination according to the optical signal.

Abstract: A multi-path multi-mode light signal aggregation, transmission, separation apparatus and method are provided. The apparatus includes a shell, an array lens module configured to turn multi-path multi-mode light signals having different frequencies and emitted by an emitting terminal and further totally reflect the light signals to a receiving terminal, an aggregation lens module configured to aggregate the turned light signals into a single-path multi-mode light signal and further disperse the single-path multi-mode light signal into the multi-path multi-mode light signals with different frequencies, and a collimation lens module configured to collimate the aggregated single-path multi-mode light signal to an optical fiber for transmission and to collimate the received single-path multi-mode light signal to the aggregation lens module. The lens modules are arranged on a substrate in the shell. The number of optical fibers and the upgrading cost can be reduced, and the communication rate is increased.

Abstract: Provided is a free-space optical signal alignment and transmission device, system, and method. The alignment and transmission device includes an optical engine and a collimating lens module which are connected. The optical engine converts an electrical signal into an optical signal and includes a base board, and a laser driver chip, a laser, a lens array module, a photodiode, and an electrical signal amplifier chip that are provided on the base board; the collimating lens module collimates and sends the optical signal transmitted from the optical engine to free space for transmission, and further shapes and sends the optical signal received from the free space to the optical engine. The laser is connected to the laser driver chip and the lens array module. One end of the photodiode is connected to the lens array module, and the other end thereof is connected to the electrical signal amplifier chip.

Abstract: A software-defined network-based method and system for implementing a content distribution network. An application function, control function, and network entity resource of a CDN are added respectively to an application layer, control layer, and data forwarding layer of an SDN. When a request for a CDN application is received, the SDN application layer generates resource requirement and service scheduling information based on the request, and transmits a reservation request for a resource required by the CDN application to an SDN control layer. The SDN control layer allocates a resource required by the CDN application to combine network load balancing and path policies and to generate a content routing table for data transmission, generating and transmitting L2 and L3 forwarding tables to the SDN data forwarding layer. When it receives content distribution and content delivery requests, the SDN data forwarding layer executes a CDN service-related operation based on the forwarding tables.