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    • 2. 发明申请
    • IMAGE DIFFERENCE IDENTIFICATION
    • WO2023020896A1
    • 2023-02-23
    • PCT/EP2022/072363
    • 2022-08-09
    • ICEYE OY
    • FRIBERG, Tapio
    • G06T7/00G06T7/11G06T7/174
    • A computer-implemented method for identifying one or more changes across a plurality of images, the method comprising: receiving, at a convolutional neural network, CNN, encoder, CNN input data comprising data associated with each pixel of each of the plurality of images; propagating the CNN input data through the CNN encoder to generate a plurality of feature maps, wherein each feature map comprises a feature classification of each pixel of a respective image of the plurality of images according to a feature classification scheme, wherein the feature classification scheme comprises a plurality of classifications and is generated by the CNN encoder based on training data; receiving, at a ConvLSTM network, ConvLSTM input data comprising the plurality of feature maps generated by the CNN encoder; and propagating the ConvLSTM input data through the ConvLSTM network to generate a change map, wherein the change map comprises change data indicative of one or more changes across the plurality of images.
    • 4. 发明申请
    • QKD SWITCHING SYSTEM AND PROTOCOLS
    • WO2022162382A1
    • 2022-08-04
    • PCT/GB2022/050234
    • 2022-01-28
    • ARQIT LIMITED
    • YEOMANS, AndrewBURN, DarylWILLIAMS, David
    • H04L9/08
    • Methods, apparatus, and systems are provided for quantum key distributed (QKD) linking apparatus and system for use with at least two end point devices for linking said endpoint devices in a QKD network. The QKD linking apparatus including a plurality of QKD links, each QKD link having a communication medium comprising a quantum channel and a classical channel, wherein each endpoint is assigned a QKD link connecting said each endpoint to the QKD linking apparatus, a quantum communication component comprising a plurality of quantum transmitters and/or a plurality of quantum receivers. Each quantum transmitter is configured for transmitting quantum transmissions over a quantum channel of one of the QKD links. Each quantum receiver is configured for receiving quantum transmissions over a quantum channel of one of the QKD links. The QKD linking apparatus including a classical transceiver component comprising a plurality of classical transceivers, each classical transceiver configured for transmitting classical data over a classical channel of one of the QKD links and configured for receiving classical data over the classical channel of said one of the QKD links. The QKD linking apparatus including a controller connected to the quantum communication component and the classical transceiver component, the controller configured to: route or switch data generated for quantum transmission to an endpoint via a quantum transmitter assigned to the endpoint over a quantum channel of the QKD link of the endpoint; route or switch data generated for quantum transmission from an endpoint via a quantum receiver assigned to the endpoint over a quantum channel of the QKD link of the endpoint; route or switch classical data for classical transmission to an endpoint via a classical transceiver assigned to the endpoint over a classical channel of the QKD link of the endpoint; and route or switch classical data received by a classical transceiver over the classical channel of the QKD link of an endpoint as required. The controller may be configured to perform any QKD protocol for exchanging keys between endpoints and switch/route data flows between the QKD linking apparatus and/or one or more endpoints via the quantum and classical channels of the QKD links according to at least the QKD protocol. Thereafter, the controller may be configured to enable secure communications between the endpoints via the classical channels of the QKD links of the endpoints. The QKD linking apparatus may be used in terrestrial, airborne, space-based and/or satellite QKD systems, combinations thereof, modifications thereto and/or as the application demands.
    • 6. 发明申请
    • SYSTEM AND METHOD FOR KEY ESTABLISHMENT
    • WO2022153051A1
    • 2022-07-21
    • PCT/GB2022/050069
    • 2022-01-13
    • ARQIT LIMITED
    • WEBB, DavidBURNS, DarylWILLIAMS, David
    • H04L9/08
    • Methods, apparatus, and systems are provided for establishing a key between a first device and a second device using a quantum-secure network, the quantum-secure network comprising a first key node and a second key node, the first key node including a set of quantum distributed keys and the second key node including the same set of quantum distributed keys. The first device receives data representative of first key establishment data from at least the first key node and the second device for use in calculating a Bilocation Key. The Bilocation key is based on a selected quantum distributed key from the set of quantum distributed keys of the first key node and second key node. The second device receives data representative of second key establishment data from at least the first device for use in requesting the Bilocation Key from the second key node. The Bilocation Key is calculated by the second key node based on the selected quantum distributed key from the set of quantum distributed keys of the second key node. The first and second devices use their corresponding Bilocation Keys to generate the same key based on an agreed portion of the first key establishment data and second key establishment data.
    • 7. 发明申请
    • CLASSIFICATION OF MATTER FROM SPACE
    • WO2022122770A1
    • 2022-06-16
    • PCT/EP2021/084669
    • 2021-12-07
    • ICEYE OY [FI]/[FI]
    • LAURILA, Pekka
    • G01S7/41G01S13/90
    • Multiple synthetic aperture radar "SAR" images of a target area on the earth are acquired using a satellite travelling in an orbit above the earth in a single pass of the satellite over the target area. In some methods, the data for each image is acquired from a different angle of incidence with respect to the target area. Then, the variation of quantity of backscattered radiation with respect to angle of incidence is analysed and used to identify matter imaged in a pixel or pixel group. In other methods, the data for each image is acquired from a different angle of incidence with respect to the target area, and the different angles of incidence are determined based on the specular reflection curve for a particular material. Then the quantity of backscattered radiation is analysed to determine whether the particular material is present based on the quantity of backscattered radiation. 'Extended dwell spotlight acquisition' geometry may be used in which image data acquisition apparatus may be locked to illuminate same target as the satellite passes over the target for a period of for example 20 seconds.