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203 results about "Multiple exposure" patented technology

In photography and cinematography, a multiple exposure is the superimposition of two or more exposures to create a single image, and double exposure has a corresponding meaning in respect of two images. The exposure values may or may not be identical to each other.

Speed measurement method based on single-frame multiple exposure

The invention discloses a speed measurement method based on single-frame multiple exposure, and belongs to the field of hypersonic velocity field measurement. The implementation method comprises the following steps: recording equal time interval change of molecular marking in a flow field along with movement of the flow field through single-frame multi-time exposure imaging of an image enhancement camera, and realizing continuous and rapid acquisition of speed information within a short time after single-time marking. The morphological position after the time interval is determined according to the molecular marker, and the velocity field with spatial resolution in the flow field is extracted by mapping the marker before and after displacement, so that the velocity measurement precision is improved. Compared with other two-dimensional velocity field acquisition methods based on femtosecond laser molecular marker tracing velocity measurement, the method provided by the invention does not need a complex focusing lens combination, can obtain spatial positions of molecular markers at different moments only through isochronous continuous triggering exposure of a camera, thereby obtaining velocity flow field displacement information. And corresponding acceleration information can be further deduced according to the obtained velocity field. The method is especially suitable for hypersonic velocity field measurement.
Owner:BEIJING CHANGCHENG INST OF METROLOGY & MEASUREMENT AVIATION IND CORP OF CHINA

Low-light image enhancement method based on multi-scale perception enhancement structure block decomposition

The invention is applied to the technical field of low-light image enhancement, and particularly discloses a low-light image enhancement method based on multi-scale perception enhancement structure block decomposition, which comprises the following steps: firstly, carrying out SPD decomposition on a low-illumination image to obtain four components including perception gain, signal intensity, signal structure and average intensity; a perception gain component, a signal intensity component, a signal structure component and an average intensity component are respectively enhanced through an artificially set enhancement strategy, and the four enhanced components are fused into one image again through a multi-scale framework. According to the low-light image enhancement method based on multi-scale perception enhancement structure block decomposition, the image is subjected to adjustment enhancement after being decomposed so as to generate a result with rich information and vivid perception, a synthesized multi-exposure image is obtained by adopting simple logarithm stretching, the enhancement performance can be further improved, the enhanced image is more natural and real, and the image quality is improved. The method has advantages and effectiveness in the aspects of keeping detail information and keeping image consistency.
Owner:CHANGZHOU XIAOWEI PHOTOELECTRIC TECH CO LTD

Fan blade defect detection method and system based on target detection model

The invention relates to the technical field of wind power generation, in particular to a fan blade defect detection method and system based on a target detection model, and the method specifically comprises the steps: obtaining image data of a to-be-detected blade, and generating a fan blade defect image through employing an improved HP-VAE-GAN, so as to achieve the extension of a training set; in combination with a multi-exposure image fusion method based on a spatial frequency integration framework (MEF-SFI), the data quality is optimized; performing lightweight improvement on a YOLOV11 target detection model, and inputting the marked data set into the trained model to obtain a final fan blade state detection result; according to the method, the edge computing equipment is combined, the problems of large data acquisition amount, low transmission speed and the like are solved, and the accuracy, convenience and real-time performance of blade detection are improved on the whole.
Owner:INNER MONGOLIA UNIV OF TECH

Image acquisition control method, device and equipment based on machine vision

InactiveCN120390151AHigh frame rateMachine vision
The invention provides an image acquisition control method, device and equipment based on machine vision. The method comprises the following steps: selecting a high-frame-rate image sensor acquisition mode according to environment state parameters; adjusting exposure parameters of the high-frame-rate image sensor according to the selected acquisition mode; fusing the optical flow speed and the brightness of the image flow into a weighting factor according to the exposure parameters, and injecting the weighting factor into an image space to generate a scene partition mask; and the scene partition mask is aligned with the exposure images with different exposure parameters, and the exposure images are fused into a target acquisition image. Through the implementation of the scheme of the invention, the environment state parameters are generated in real time, the corresponding acquisition mode is selected, the exposure parameters are optimized, the optical flow and the brightness data are fused to generate the weighting factor, the scene partition mask is created, the multi-exposure image is aligned through the scene partition mask, the optimal exposure part of each area is accurately fused, and the high-quality target image is obtained. Therefore, the image acquisition efficiency is improved.
Owner:SHENZHEN LIANRUI ELECTRONICS CO LTD +1

High dynamic range three-dimensional reconstruction method based on adaptive reverse multiple exposure technology

The invention provides a self-adaptive reverse multiple exposure phase fusion technology, and relates to the field of high-dynamic-range three-dimensional reconstruction. The method includes the following steps that firstly, a saturated pixel mask matrix is obtained by judging pixels of a high-reflection area, then uniform grey-scale maps are selected step by step through a gradient adjustment method to obtain the optimal local projection intensity, and local coding and decoding are conducted on the high-reflection area through the optimal projection intensity pattern. And replacing an invalid phase value in the high-SNR image with a local phase value under the optimal projection intensity through an edge matching and phase fusion technology, and obtaining high-quality complete three-dimensional imaging information through coordinate mapping after a complete phase diagram is obtained. According to the method, the optimal projection intensity is adaptively determined through a small number of patterns, meanwhile, the high SNR of imaging patterns is guaranteed, and high-precision complete three-dimensional imaging is carried out on an HDR object. Experimental results show that in a traditional method, a large number of point clouds are lost in a saturated pixel area, the imaging integrity and the measurement precision cannot achieve the normal imaging effect, and the algorithm of the invention shows high integrity and high point cloud density in a dark area and a high-reflection area.
Owner:XIANGTAN UNIV

Methods, apparatus and media for lithographic simulation

The embodiment of the invention relates to a method, equipment and medium for photoetching simulation. The method proposed herein comprises: determining, from an initial optical signal, a plurality of optical signal components corresponding to a plurality of photolithography in a lithographic process; adjusting each optical signal component in the plurality of optical signal components based on the process parameters corresponding to the multiple exposures, so as to determine a target optical signal related to the photoetching process; and at least based on the target optical signal, determining the simulated morphology of the photoresist after the photoetching process.
Owner:QUANXIN INTELLIGENT MFG TECH CO LTD

Binocular multi-exposure steel rail visual perception method and device

The invention discloses a binocular multi-exposure steel rail visual perception method and device, and relates to the technical field of steel rail image processing, and the method comprises the steps: obtaining a low-exposure original image and a high-exposure original image of a steel rail shot by a binocular camera; dividing the low-exposure original image and the high-exposure original image into a plurality of blocks, and calculating block features of each block; the block features comprise local energy, local mass and spatial consistency; the local energy reflects an effective signal proportion related to laser stripes, the local quality reflects similarity among a plurality of sub-regions divided based on blocks, and the spatial consistency reflects a vertical distance between the blocks and a light band energy center; weighting and fusing the calculated block features to obtain a low-exposure initial weight map and a high-exposure initial weight map; and performing guided filtering weight correction on the low-exposure initial weight map and the high-exposure initial weight map, and performing weighted fusion pixel by pixel by using the corrected weight maps to obtain a fused image. The method can retain the significant features and spatial details in the image, and improves the fusion quality of the steel rail image.
Owner:BEIJING JIAOTONG UNIV

Visual positioning method for center point of plate spring based on multi-model collaboration

The invention relates to a plate spring center point visual positioning method based on multi-model cooperation, and belongs to the technical field of plate spring center hole machining. Comprising the following steps: S01, acquiring a plurality of images under different exposure parameters, and fusing the multi-exposure images by using an IFCNN model to obtain an image with moderate exposure; s02, a YOLOV8 model is adopted to carry out target detection on the image, all the plate springs are accurately recognized, ROIs (Regions of Interest) of the plate springs are extracted, and each ROI only comprises a single plate spring; s03, performing fine segmentation by using U-Net, and extracting an accurate contour of a single plate spring; and S04, a binocular vision system is adopted, precise three-dimensional positioning of the center point of the plate spring is achieved through double-camera parallax calculation, and space coordinates (X, Y and Z) of the center point of the plate spring are obtained. According to the method, the space coordinates of the center point of the plate spring are accurately obtained in the plate spring punching process by combining the target detection and semantic segmentation methods, and automatic center punching of the plate spring plate is conveniently achieved.
Owner:SHANDONG ZHONGYUAN AUTOMATION EQUIP CO LTD

Method and device for rapidly switching multiple working modes of grating spectrometer

The invention discloses a method and device for quickly switching multiple working modes of a grating spectrometer, and the method comprises the steps: 1, laying a grating and a detector on a working turntable, and adjusting the grating and the detector to be concentric and coaxial; and step 2, rotating the working turntable and the grating respectively, adjusting different incident angles of the grating and adjusting the angle of the detector to match the working wave band. The grating, the camera system and the detector are mounted on the same rotary table, so that the consistency of an optical system in the mode switching process is ensured, and the grating, the camera system and the detector are ensured to be coaxial in the working mode switching process. The mode that the rotary table rotating motor drives the rotary table to rotate as a whole and the grating rotating motor drives the grating to rotate independently is combined, rapid switching of multiple working modes of the grating spectrometer is completed, and broadband wavelength coverage of the grating spectrometer with multiple exposure combined is achieved.
Owner:NANJING INST OF ASTRONOMICAL OPTICS & TECH NAT ASTRONOMICAL OBSE

System and method for scene-adaptive denoise scheduling and efficient deghosting

A method includes generating alignment maps for a first image frame having a first exposure level and a second image frame having a second exposure level different than the first exposure level. The method also includes generating, for the second image frame and a third image frame having a third exposure level different than the first and second exposure levels, shadow maps, saturation maps, and multi-exposure (ME) motion maps based on the alignment maps. The method further includes determining, based on the shadow maps, saturation maps, and ME motion maps, whether to perform machine learning-based denoising and, if so, on which image frame(s) to perform the machine learning-based denoising. In addition, the method includes updating at least one saturation map and at least one ME motion map for at least one of the second and third image frames depending on the image frame(s) on which the denoising is to be performed.
Owner:SAMSUNG ELECTRONICS CO LTD

Metal workpiece surface image acquisition method and device based on multiple exposure

PendingCN119893317AMulti-imageImaging quality
The invention relates to a metal workpiece surface image acquisition method and device based on multiple exposure. The acquisition method comprises the following steps: determining total exposure, and determining single exposure time and corresponding weight according to the total exposure; acquiring a surface image of the metal workpiece at each exposure time, and adjusting the surface image by using the corresponding weight; and combining a plurality of adjusted images to obtain a metal workpiece surface reflection-removed image. According to the method, a strategy of multiple times of irregular exposure is adopted, multiple times of short-time exposure is used for replacing one time of long-time exposure, a strong single light reflection area is avoided, light reflection is reduced, meanwhile, more image details are reserved, and the final image quality is improved.
Owner:Liupanshan Laboratory

Volume holographic optical waveguide exposure equipment

The utility model discloses volume holographic optical waveguide exposure equipment, which can complete splicing exposure of a to-be-exposed area by switching a plurality of baffle plates to perform multiple exposure when the area of the to-be-exposed area is large, and can repeatedly utilize the baffle plates and mask plates for different types of optical waveguides or different shapes of to-be-exposed areas. The utilization rate of the baffle plate and the mask plate is increased to a certain extent, and the cost for manufacturing the baffle plate and the mask plate is reduced.
Owner:SEEV OPTOELECTRONICS TECHNOLOGY CO LTD

Image sensor apparatus and method for obtaining multiple exposures with zero interframe time

A system, method, and computer program product are provided for obtaining multiple exposures with zero interframe time. In use, an analog signal associated with an image associated with an image of an image sensor is received. Amplified analog signals associated with the image are generated by amplifying the analog signal utilizing gains. The amplified analog signals are transmitted to analog-to-digital converter circuits. The amplified analog signals are converted to digital signals utilizing the analog-to-digital converter circuits. The digital signals are combined to create a high dynamic range (HDR) image.
Owner:DUELIGHT LLC

Bill identification identification method and device, medium and program product

The invention discloses a bill identifier identification method, which comprises the following steps: continuously acquiring a plurality of exposure images of a target bill at different exposure times through acquisition equipment, and fusing the plurality of exposure images according to the pixel brightness of a plurality of image pixels in the exposure images to obtain a target exposure image corresponding to the target bill; performing image enhancement on the target exposure image to obtain a target enhanced image, determining target boundary information of the region of interest according to the target enhanced image and a boundary detection model, and determining a target mask region corresponding to the region of interest according to the target boundary information; the method comprises the steps of obtaining a gradient magnitude of each pixel in a target mask region, dividing the target mask region into a plurality of pixel regions, determining a dynamic threshold value of each pixel region according to the gradient magnitudes of the plurality of pixels in each pixel region, and generating a target image according to the plurality of dynamic threshold values, the bill identification of the target bill is determined based on the target image through the pre-trained image identification model, and the bill identification precision can be improved.
Owner:AGRICULTURAL BANK OF CHINA

Calibration method and device for horizontal grid of machine table, overlay machine and storage medium

The invention relates to the field of machine grid calibration, and discloses a machine horizontal grid calibration method and device, an overlay machine and a storage medium, the method is applied to the overlay machine, and the method comprises the following steps: obtaining an independent field pattern formed by exposure of a machine by using a horizontal grid calibration mask; the horizontal grid calibration mask comprises a plurality of overlay marks; obtaining a combined field pattern formed by multiple exposure of the machine table by using the horizontal grid calibration mask, wherein the combined field pattern comprises a plurality of overlay mark groups; according to an error value between an actual position of an overlay mark in the field pattern and a nominal position of a corresponding overlay mark on the horizontal grid calibration mask plate, determining a first grid error of the measuring end of the machine table; determining an overlay difference value between an inner overlay mark and an outer overlay mark in an overlay mark group in the combined field pattern to obtain a second grid error of the exposure end; and the first grid error and the second grid error are sent to the machine table, horizontal grid calibration is achieved, and the machine table and the machine hour are not occupied.
Owner:SHANGHAI INTEGRATED CIRCUIT EQUIPMENT & MATERIALS INDUSTRY INNOVATION CENTER CO LTD

Fringe projection measurement method for high dynamic range scene

The invention discloses a fringe projection measurement method for a high dynamic range scene. The fringe projection measurement method can realize high-precision three-dimensional reconstruction of a complex reflection scene without human intervention. The method comprises the following steps: firstly, projecting pure gray-scale maps with different gray scales to calculate the maximum unsaturated exposure time of a camera for a scene, constructing a phase error model for a fringe pattern captured under exposure, and respectively calculating the optimal exposure time of each pixel point under phase error and light intensity constraint conditions; and then, obtaining required exposure times, masks and exposure time by using an iterative optimization algorithm of the masks. And finally, obtaining an optimal fringe pattern for three-dimensional reconstruction by automatically capturing and fusing fringe patterns at different exposure times. Compared with a traditional high-dynamic measurement method, the method has the advantages that high-quality multi-exposure fusion can be completed without human intervention, and high-precision and high-robustness three-dimensional measurement of a high-dynamic-range scene is realized.
Owner:NANJING UNIV OF SCI & TECH

A multi-exposure based fusion generated low-light image enhancement system

The application discloses a kind of based on multiple exposure generation fusion's low-light image enhancement system, belong to low-light image enhancement technical field.System includes: adaptive multiple exposure adjustment module (AMEA), joint prediction gamma coefficient, linear modulation factor and compensation parameter, to input low-light image carries out nonlinear and linear combination transformation, generates multiple luminance, contrast and different color response multiple exposure candidate image;Multiple exposure fusion module (MEF), original low-light image and candidate image channel splicing are carried out, and preliminary enhancement image is obtained by fine-grained weighting fusion of channel fusion coefficient and introduction of perception compensation parameter correction;Color refinement module (CRM), using encoder decoder structure and introducing fast fourier representation in bottleneck layer, realize spatial domain and frequency domain joint modeling, carry out global color calibration and local detail optimization to preliminary enhancement image.The overall network uses lightweight design such as depth separable convolution and dense connection, inference is simple, and can be run in real time in edge device.The application generates by adaptive multiple exposure, structure constraint fusion and frequency domain refinement, effectively restores dark texture, suppresses over-enhancement and color deviation, improves visual naturalness and robustness in complex low-light scene.
Owner:BEIJING INST OF TECH

Precise correction monitoring method based on VR panoramic position and map coordinates

The invention discloses an accurate correction monitoring method based on a VR panoramic position and map coordinates, which belongs to the field of monitoring calibration methods, and comprises the following steps: constructing a high-precision three-dimensional geographic information model comprising a building contour, a ground marker and a high-altitude suspension through multi-modal data fusion of a laser radar three-dimensional point cloud and a VR panoramic image; meanwhile, a multi-exposure synthesis technology is adopted, dynamic object interference is effectively eliminated, image data quality is improved, multi-channel ResNet50 coding of visible light texture features and infrared heat source features is combined, and high-precision geometric feature matching is achieved through cosine similarity matching and Delaunay triangulation verification; a grading early warning mechanism is set to be a three-level early warning mechanism, differential safety strategies can be achieved, and the accuracy of early warning mechanism triggering conditions and the distinction of triggering execution mechanisms are improved.
Owner:JIANGSU XINTA DIGITAL TECH RES INST CO LTD

Exposure sequence adaptive optimization method for multi-view automatic measurement

The invention relates to an exposure sequence adaptive optimization method and device for multi-view automatic measurement, computer equipment, a computer readable storage medium and a computer program product. The method comprises the following steps: acquiring an original exposure time sequence of a plurality of viewpoints; the original exposure time sequence comprises a plurality of exposure segments, and each exposure segment corresponds to one viewpoint; calculating similarity data among the exposure segments, and grouping the exposure segments according to the similarity data to obtain a plurality of initial exposure groups; for each initial exposure group, re-grouping the exposure segments at the boundary position to obtain a plurality of boundary grouping results, and calculating grouping cost data for each boundary grouping result; and selecting a target grouping result from the boundary grouping results according to the grouping cost data, optimizing the target grouping result according to the grouping cost data to obtain a plurality of target exposure groups, and calculating the exposure time of each target exposure group. The method can shorten the measurement period.
Owner:WUHAN POWER3D TECH

Laser lamp debugging and calibrating tool for mobile CT (Computed Tomography)

The utility model discloses a laser lamp debugging and calibrating tool for a mobile CT, relates to the technical field of medical instruments, and can solve the problems that a laser of an existing mobile CT is very difficult to debug and calibrate, exposure needs to be conducted for multiple times in the debugging process, consumed time is long, and efficiency is low. The laser lamp debugging and calibrating tool of the mobile CT comprises a tool body, the tool body comprises an installation section used for being installed on an equipment rotating disc and a calibrating section used for debugging and calibrating the position of a laser lamp, and the installation section is fixedly connected with the calibrating section. Wherein the calibration section comprises a first calibration surface and a second calibration surface which are parallel to each other and are used for facing the two correlation laser lamp main bodies respectively; and the calibration structures are arranged on the first calibration surface and the second calibration surface in a mirror symmetry manner.
Owner:SICHUAN XUANGUANG LIYING MEDICAL TECH CO LTD

A method for automatically measuring a three-dimensional shape of a high-reflectivity object based on reinforcement learning

The application discloses an automatic high-reflective object three-dimensional measurement method based on reinforcement learning, constructs a multiple-exposure-time sequence prediction model based on reinforcement learning based on an irradiance map, realizes fast and automatic generation of the multiple-exposure-time sequence, and compared with a traditional method, comprehensively balances the relationship among exposure time, exposure frequency and image measurable area based on reinforcement learning, realizes stable and fast prediction of the multiple-exposure-time sequence, and achieves global optimization of the three, and the measurement effect of the high-reflective part is improved. Further, the irradiance is quickly and stably predicted based on a single image by constructing an irradiance prediction network, compared with the traditional method, the number of pictures required by the multiple-exposure-time sequence is reduced, and the measurement speed is improved.
Owner:HUAZHONG UNIV OF SCI & TECH +1

A calibration method and system for self-closed-loop pixelated headlamp detection equipment

The present invention provides a calibration method and system for a self-closed-loop pixelated headlamp detection device, which belongs to the field of vehicle light control technology. The method includes: setting the exposure mode of an imaging colorimeter to a multiple exposure mode to collect a brightness image of a self-closed-loop pixelated headlamp to be detected; completing the calibration of the headlamp installation position based on the coordinates of the feature points of a pattern with feature points projected by the self-closed-loop pixelated headlamp; performing pixel compensation on the pattern with feature points based on the center coordinate position of the feature points to complete the calibration of the light pattern area of ​​the self-closed-loop pixelated headlamp; using a polynomial fitting to measure the effect of junction temperature on illuminance to complete the calibration of the self-closed-loop pixelated headlamp illuminance. This method solves the problem that the traditional solution cannot accurately identify the light pattern contour due to virtual light and the problem of poor repeatability of illuminance testing.
Owner:CHANGZHOU XINGYU AUTOMOTIVE LIGHTING SYST CO LTD

Apparatus and method for writing a moveable target in a multi-column exposure apparatus

A charged-particle writing method for writing a desired pattern on a target using a charged-particle multi-beam processing apparatus includes writing multiple exposure stripes (51) along a main direction. The apparatus includes a plurality of particle-optical columns (411, 413) arranged in an array over the target plane, with said columns forming least two lines extending perpendicular to the main direction. By virtue of a relative movement between said target and the particle-optical columns along the main direction while the particle-optical columns generate pattern portion images on the target, the columns write the exposure stripes (51) on the target, each exposure stripe being exposed by either one single particle-optical column or one group of two or more particle-optical columns arranged along said main direction. In the direction perpendicular to the main direction, the row offset is at least twice the width of the stripes. Between writing the exposure stripes the particle-optical columns are moved relative to the target so that the target bypasses the base points of the particle-optical columns.
Owner:IMS NANOFABTION

Method, apparatus, and medium for lithography simulation

Embodiments of the present disclosure relate to methods, devices, and media for lithography simulation. The methods proposed herein include: determining, from an initial optical signal, a plurality of optical signal components corresponding to multiple lithographies in a lithography process; adjusting each of the plurality of optical signal components based on process parameters corresponding to each of the multiple exposures to determine a target optical signal related to the lithography process; and determining at least based on the target optical signal, a simulated topography of a photoresist after the lithography process.
Owner:QUANXIN INTELLIGENT MFG TECH CO LTD

Methods, systems and devices for increasing image resolution and dynamic range

Methods, devices and systems are described that enable generation of images with enhanced resolution and / or enhance dynamic range. The described systems eliminate the need to laterally shift the system components, or in some systems, any shift all, and instead utilize multiple exposures made at different magnifications, zoom settings, and / or aperture settings to produce images with higher resolution and / or dynamic range. One example method includes acquiring a plurality of images where each image is acquired at a particular magnification factor different than other acquired images. Each of the acquired images is processed to obtain one or more parameters, functions or modified images, and then the images are combined based on the one or more parameters, functions or modified images to obtain an enhanced-resolution image having a resolution that is higher than a resolution of each of acquired images.
Owner:THE ARIZONA BOARD OF REGENTS ON BEHALF OF THE UNIV OF ARIZONA

Apparatus and Method for Writing a Moveable Target in a Multi-Column Exposure Apparatus

A charged-particle writing method for writing a desired pattern on a target using a charged-particle multi-beam processing apparatus includes writing multiple exposure stripes (51) along a main direction. The apparatus includes a plurality of particle-optical columns (411, 413) arranged in an array over the target plane, with said columns forming least two lines extending perpendicular to the main direction. By virtue of a relative movement between said target and the particle-optical columns along the main direction while the particle-optical columns generate pattern portion images on the target, the columns write the exposure stripes (51) on the target, each exposure stripe being exposed by either one single particle-optical column or one group of two or more particle-optical columns arranged along said main direction. In the direction perpendicular to the main direction, the row offset is at least twice the width of the stripes. Between writing the exposure stripes the particle-optical columns are moved relative to the target so that the target bypasses the base points of the particle-optical columns.
Owner:IMS NANOFABTION

Simulation-based high dynamic range image synthesis method

The invention discloses a simulation-based high dynamic range image synthesis method, which comprises the following steps of: generating low dynamic range images with different exposure degrees based on a CARLA simulator, and synthesizing a plurality of low dynamic range images into a high dynamic range image by using a multi-exposure fusion algorithm, thereby constructing a large-scale automatic driving high dynamic range simulation data set. According to the invention, through a multi-exposure fusion algorithm, low-dynamic-range images of multiple exposures are concisely and efficiently fused, a high-quality high-dynamic-range image which retains details of a dark part and a bright part at the same time is obtained, and the synthesis speed is relatively high. The method supports the synthesis of a large-scale automatic driving high-dynamic range policy data set, and is used for the research of related tasks.
Owner:SHANGHAI UNIV

Multi-exposure image segmentation method and device, electronic equipment and storage medium

The embodiment of the invention provides a multi-exposure-based image segmentation method and device, electronic equipment and a storage medium, and can be widely applied to the technical field of image processing. According to the method, after the to-be-trained multi-exposure image data is acquired based on the multi-exposure time sequence and the multi-channel model is constructed, the multi-channel model is trained through the to-be-trained multi-exposure image data and the cross entropy loss function with the area weight; and image segmentation is carried out on the exposure image data to be processed through the trained multi-channel model, so that the imaging quality of an image after fusion based on an image segmentation result can be effectively improved, small target impurities are reduced, and the detection accuracy is improved.
Owner:RES INST OF TSINGHUA PEARL RIVER DELTA

OLED display substrate and preparation method thereof

The invention relates to the technical field of display, particularly provides an OLED display substrate and a preparation method thereof, and aims to solve the problem that a reflective anode film surface is eroded by an etching solution in a composition process of multiple exposure and etching. The display substrate includes: a substrate; a TFT driving layer; a reflective anode; the protective layer covers the reflecting anode, and the protective layer is made of an insulating material; a via hole is formed in the protection layer and exposes a local area of the reflection anode; the transparent oxide patterns are arranged on the protection layer and electrically connected with local areas of the corresponding reflection anodes through via holes, and the transparent oxide patterns are different in thickness for pixel units of different colors; an organic light emitting layer; the cathode is arranged on the organic light-emitting layer, and a micro-cavity structure is formed between the reflecting anode and the cathode of each pixel unit. And the film surface erosion of the reflective anode caused by the etching liquid in the composition process of multiple exposure and etching is avoided, so that the product yield and the display effect are effectively improved.
Owner:HEFEI XINSHENG OPTOELECTRONICS TECH CO LTD +1