Image stitching method, apparatus and device based on reinforcement learning and storage medium

    公开(公告)号:US12183048B2

    公开(公告)日:2024-12-31

    申请号:US18767924

    申请日:2024-07-09

    Abstract: The present application provides an image stitching method, apparatus and device based on reinforcement learning and a storage medium. The method includes: acquiring initial calibration parameters, collecting a sample image and position information of a motion platform; setting a negative reward function; acquiring a state set and a negative reward value set according to a randomly generated action set, the initial calibration parameters, the position information of the motion platform and the negative reward function to construct a probability kinematics model; constructing a state value function based on an occurrence probability of the state, and acquiring an optimal action by optimizing the state value function; and acquiring optimized calibration parameters through the optimal action and the initial calibration parameters, and carrying out image stitching on corresponding sample images through the optimized calibration parameters. The application solves the technical problem of low image stitching quality in the prior art.

    Flexure-based continuous ejector pin mechanism for mini/micro chip mass transfer

    公开(公告)号:US11715655B1

    公开(公告)日:2023-08-01

    申请号:US18062025

    申请日:2022-12-06

    CPC classification number: H01L21/67144 H01L33/0093

    Abstract: A flexure-based continuous ejector pin mechanism for Mini/Micro chip mass transfer includes a first drive frame, a second drive frame, a mounting base, a first thorn die attach drive device, a second thorn die attach drive device, first flexible hinges, second flexible hinges, and a pricking pin. The second drive frame and the first drive frame are connected through the first flexible hinge. The mounting base is connected to a left side and a right side of the second drive frame through the second flexible hinges. Compared with a laser transfer technology, the flexible movable thorn die attach device has lower cost and higher accuracy; compared with a vacuum nozzle transfer technology, the flexible movable thorn die attach device has higher transfer efficiency and quality; and compared with a conventional thorn die attach device, the flexible movable thorn die attach device has higher transfer efficiency and precision.

    Method and device for preparing graphene-based polyethylene glycol phase change material

    公开(公告)号:US11339316B1

    公开(公告)日:2022-05-24

    申请号:US17559112

    申请日:2021-12-22

    Abstract: A method and device for preparing a graphene-based polyethylene glycol phase change material. The method includes: (S1) dispersing carbon black in deionized water to form a carbon black dispersion; immersing polyurethane sponge in the carbon black dispersion; and taking out polyurethane sponge followed by drying to obtain a polyurethane sponge-carbon black combination; (S2) subjecting the polyurethane sponge-carbon black combination to a first electrical discharge machining to obtain a first intermediate; (S3) ultrasonically mixing the first intermediate, polyethylene glycol, and MgO to obtain a second intermediate; (S4) subjecting the second intermediate to a second electrical discharge machining to obtain a third intermediate; (S5) subjecting the third intermediate to acid washing to obtain a fourth intermediate, and drying the fourth intermediate; (S6) injecting polyethylene glycol into the fourth intermediate followed by stirring in a mold and drying to prepare the graphene-based polyethylene glycol phase change material.

    Common-stator macro/micro integrated precision motion one-dimensional linear motor assembly

    公开(公告)号:US10236762B2

    公开(公告)日:2019-03-19

    申请号:US15375178

    申请日:2016-12-12

    Abstract: A common-stator macro/micro integrated precision motion one-dimensional linear motor assembly, includes a base, linear guide rails, slide blocks, a U-shaped linear motor stator, a macro motion rotor, a micro motion rotor and a macro/micro integrated platform. A macro and micro motion platforms are connected to form an integrated platform through an elastic member, an outer frame of the macro/micro integrated platform is mounted on the linear guide rails and the slide blocks, the U-shaped linear motor stator is arranged on the base, rotors are respectively mounted on the macro and micro motion platforms, and large-scale overall high-speed motion can be realized when macro and micro rotors are simultaneously driven, and when a motion deviation occurs, the micro motion platform realizes precise displacement output by virtue of elastic deformation due to small inertia and zero friction, and high-frequency motion deviation compensation can be realized by virtue of individual drive.

    Macro-micro integrated compound platform with adjustable dynamic characteristics

    公开(公告)号:US10232477B2

    公开(公告)日:2019-03-19

    申请号:US15376658

    申请日:2016-12-13

    Abstract: The present invention proposes a macro-micro integrated compound platform with adjustable dynamic characteristics. When a macro platform mover and a micro platform mover are driven at the same time, the whole large-scale high-speed motion can be realized; when a motion deviation occurs, a micro motion platform can be driven separately to realize the high-frequency motion deviation compensation, because the micro motion platform has small inertia and zero friction and achieves precision displacement output through elastic deformation. The macro-micro integrated compound platform can realize high-speed precision motion through compound motion control, is mounted and used in a manner consistent with the traditional platform, and is convenient to be popularized and applied; a stiffness and frequency adjustment mechanism and a variable damper are arranged, so that the micro motion platform can transfer the motion of a macro motion platform and isolate the vibration at any frequency, and realize high-precision displacement compensation; meanwhile, damping of the variable damper is matched with the stiffness and frequency parameters to ensure the high-precision displacement compensation at any frequency and increase the range of working frequency.

    Method of assisted mounting and error compensation for absolute grating ruler
    20.
    发明授权
    Method of assisted mounting and error compensation for absolute grating ruler 有权
    绝对光栅尺的辅助安装和误差补偿方法

    公开(公告)号:US09417100B2

    公开(公告)日:2016-08-16

    申请号:US14439096

    申请日:2015-01-28

    CPC classification number: G01D5/347 G01D5/38

    Abstract: A method of assisted mounting and error compensation for absolute grating ruler comprises: (1) when mounting a CMOS sensor and a grating ruler body, the CMOS sensor reads an upper and a lower sample windows, and due to an angle existing between the grating ruler body and the CMOS sensor, a difference exists between the numbers of the upper and lower sample windows, and by continually adjusting the grating ruler body or the CMOS sensor, the code reading difference minimized so that the angle is zeroed; (2) when mounting the grating ruler body and a mechanic housing, it is moved by a fixed displacement in a motion direction, and a grating encoding reading is recorded and an error compensating amount is obtained which serves as error compensation value in an actual motion to correct a cumulative error introduced by the angle between the grating ruler body and the motion direction.

    Abstract translation: 绝对光栅尺的辅助安装和误差补偿方法包括:(1)当安装CMOS传感器和光栅尺时,CMOS传感器读取上,下样品窗口,并且由于光栅尺之间存在一个角度 身体和CMOS传感器之间存在上下样本窗口的数量之间的差异,通过连续调整光栅尺或CMOS传感器,代码读取差异最小化使得角度为零; (2)当安装格栅尺和机械外壳时,沿运动方向移动一个固定位移,记录光栅编码读数,并获得误差补偿量,作为实际运动中的误差补偿值 以校正由光栅尺体与运动方向之间的角度引入的累积误差。

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