{"id":35187,"date":"2026-06-05T15:08:48","date_gmt":"2026-06-05T07:08:48","guid":{"rendered":"https:\/\/aiportek.com\/?p=35187"},"modified":"2026-06-05T15:08:54","modified_gmt":"2026-06-05T07:08:54","slug":"event-camera-3d-flow-field-diagnostics","status":"publish","type":"post","link":"https:\/\/aiportek.com\/en\/event-camera-3d-flow-field-diagnostics\/","title":{"rendered":"HONGKE Solution] Event Camera for 3D Streaming Diagnostics: A New Solution for Low-cost PIV and 3D PTV"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"35187\" class=\"elementor elementor-35187\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-303a47ec elementor-section-stretched elementor-section-full_width elementor-section-height-min-height elementor-section-content-middle elementor-section-height-default elementor-section-items-middle\" data-id=\"303a47ec\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-27d5e225\" data-id=\"27d5e225\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4e369ae3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e369ae3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-6555484e\" data-id=\"6555484e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-397ef20e elementor-widget elementor-widget-heading\" data-id=\"397ef20e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hongke's latest articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b5c0d9b elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"4b5c0d9b\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HongKe<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d18033c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d18033c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1f96cecf\" data-id=\"1f96cecf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fd50b9b elementor-widget elementor-widget-text-editor\" data-id=\"fd50b9b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d303089 elementor-widget elementor-widget-text-editor\" data-id=\"d303089\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b0e7b4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b0e7b4e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7a4b7cfc\" data-id=\"7a4b7cfc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79a3214 elementor-widget elementor-widget-heading\" data-id=\"79a3214\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[Hongke Solution] Particles in Motion: The Application of Event Cameras in 3D Flow Field Diagnostics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-226f412 elementor-widget elementor-widget-post-info\" data-id=\"226f412\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-2358f4d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/author\/hongketechnology\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-user-circle\" viewbox=\"0 0 496 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M248 104c-53 0-96 43-96 96s43 96 96 96 96-43 96-96-43-96-96-96zm0 144c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48zm0-240C111 8 0 119 0 256s111 248 248 248 248-111 248-248S385 8 248 8zm0 448c-49.7 0-95.1-18.3-130.1-48.4 14.9-23 40.4-38.6 69.6-39.5 20.8 6.4 40.6 9.6 60.5 9.6s39.7-3.1 60.5-9.6c29.2 1 54.7 16.5 69.6 39.5-35 30.1-80.4 48.4-130.1 48.4zm162.7-84.1c-24.4-31.4-62.1-51.9-105.1-51.9-10.2 0-26 9.6-57.6 9.6-31.5 0-47.4-9.6-57.6-9.6-42.9 0-80.6 20.5-105.1 51.9C61.9 339.2 48 299.2 48 256c0-110.3 89.7-200 200-200s200 89.7 200 200c0 43.2-13.9 83.2-37.3 115.9z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tHongKeTechnology\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-a689c23 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/2026\/06\/05\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 192h424c6.6 0 12 5.4 12 12v260c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V204c0-6.6 5.4-12 12-12zm436-44v-36c0-26.5-21.5-48-48-48h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v36c0 6.6 5.4 12 12 12h424c6.6 0 12-5.4 12-12z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>June 5, 2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c027dd7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c027dd7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a8309a elementor-widget elementor-widget-text-editor\" data-id=\"3a8309a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"6\">How can the dynamics of air or water flow be visualized in three dimensions (3D)? Industrial cameras equipped with event-based sensor technology have laid a new foundation for this: Event cameras record only the parts of the field of view where actual changes occur, enabling high-precision flow field analysis at extremely low cost. When multiple such cameras operate in concert, their performance is particularly outstanding\u2014for example, they can track the motion trajectories of thousands of particles in real time.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1943adf elementor-widget elementor-widget-heading\" data-id=\"1943adf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">I. Challenges in Traditional Flow Field Diagnosis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d04392 elementor-widget elementor-widget-heading\" data-id=\"6d04392\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">High-speed cameras are expensive, generate massive amounts of data, and have a high technical barrier to entry<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2016e7f elementor-widget elementor-widget-text-editor\" data-id=\"2016e7f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"10\">Whether dealing with air, water, or other media, the precise analysis of flow fields is a critical tool in research and development. Previously, the industry primarily relied on expensive high-speed cameras to visualize the motion of individual particles. Although these cameras can produce highly detailed images, they generate massive amounts of data, requiring significant investment in storage, transmission, and computational processing.<\/p><p data-path-to-node=\"11\">Furthermore, even at extremely high frame rates, measurement results remain highly dependent on the precise coordination of exposure time, lighting conditions, and optical configuration. Without professional imaging experience, issues such as motion blur, dark areas in the image, or incomplete sampling are highly likely to occur, thereby severely compromising the quality of the measurement data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b46be3 elementor-widget elementor-widget-heading\" data-id=\"2b46be3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">II. Technological Breakthroughs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7609e57 elementor-widget elementor-widget-heading\" data-id=\"7609e57\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Event Camera \u2014 Unlocking a New Perspective on Flow Field Diagnostics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fec9428 elementor-widget elementor-widget-text-editor\" data-id=\"fec9428\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"15\">A brand-new technology offers an ideal solution to the above challenges:<b data-path-to-node=\"15\" data-index-in-node=\"22\">Event Camera<\/b>. It breaks away from the traditional approach of continuously capturing full images, instead responding only to dynamic changes within the field of view (FOV), with a precision of up to microseconds (<span class=\"math-inline\" data-math=\"\\mu s\" data-index-in-node=\"89\">$\\mu s$<\/span>). This neuromorphic sensor technology significantly reduces data throughput while enabling high dynamic range (HDR) analysis of high-speed motion.<\/p><p data-path-to-node=\"16\">When multiple sensors of this type are used in combination, they enable groundbreaking applications: for the first time in the industry, complex three-dimensional flow field analysis can be performed in a cost-effective, highly scalable, and ultra-efficient manner, opening up entirely new possibilities for research institutions and industrial applications.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52112e1 elementor-widget elementor-widget-heading\" data-id=\"52112e1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">III. Multiple Perspectives + Synchronization<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c3e528 elementor-widget elementor-widget-heading\" data-id=\"1c3e528\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">From 2D to True 3D Flow Field Measurement<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9639982 elementor-widget elementor-widget-text-editor\" data-id=\"9639982\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"20\">The core of flow field diagnostics lies in accurately capturing motion\u2014ideally, not just in a two-dimensional (2D) plane, but through comprehensive capture in three-dimensional (3D) space. Event cameras offer a completely new technological approach to this challenge. Unlike traditional image sensors, event cameras detect only changes in contrast within their field of view, with response times as fast as sub-millisecond levels. The resulting data is not only significantly reduced in volume but also features higher information density and greater value. Combined with their high sensitivity and compact design, event cameras unlock a wide range of new application scenarios that were previously achievable only through extremely costly high-speed systems.<\/p><p data-path-to-node=\"21\">When multiple event cameras operate in concert, their technical potential is fully realized. Only by observing particles simultaneously from different angles can targets be clearly identified in space and their motion trajectories reconstructed in three dimensions (3D reconstruction). Such as the well-established<b data-path-to-node=\"21\" data-index-in-node=\"91\">Particle Image Velocimetry (PIV)<\/b>Applications such as the visualization of complex shock wave structures between engine blades can benefit significantly from this technology. The streamlined data stream even supports real-time simulation, making it possible to develop entirely new approaches to active flow control based on image-based measurement technology.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d10f90 elementor-widget elementor-widget-image\" data-id=\"5d10f90\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"578\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_2026-03-30_183337_854-1024x578.jpg\" class=\"attachment-large size-large wp-image-35188\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_2026-03-30_183337_854-1024x578.jpg 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_2026-03-30_183337_854-300x169.jpg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_2026-03-30_183337_854-768x433.jpg 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_2026-03-30_183337_854-18x10.jpg 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_2026-03-30_183337_854-600x338.jpg 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/06\/\u5fae\u4fe1\u56fe\u7247_2026-03-30_183337_854.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ad6bee elementor-widget elementor-widget-heading\" data-id=\"6ad6bee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">IV. From Events to Three Dimensions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-712f49e elementor-widget elementor-widget-heading\" data-id=\"712f49e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Multi-Camera System Setup and Data Processing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a046c3e elementor-widget elementor-widget-text-editor\" data-id=\"a046c3e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 data-path-to-node=\"26\">1. Principles of 3D Reconstruction: Multiple Viewpoints + Triangulation<\/h4><p data-path-to-node=\"27\">A single camera cannot capture the motion trajectory of an individual particle within a flow field in three-dimensional space. Only by fusing observations from multiple viewpoints (typically using 3\u20134 cameras) can the particle\u2019s position be precisely localized in space. The cameras are arranged in a photogrammetric configuration, observing the same spatial region from different viewpoints with slightly overlapping fields of view. Based on corresponding pixels and known camera positions, the three-dimensional coordinates of the particle in space can be calculated using triangulation. The more observation angles used, the more accurate and stable the reconstruction of the particle\u2019s trajectory becomes.<\/p><h4 data-path-to-node=\"28\">2. Key Feature: Precise Camera Synchronization<\/h4><p data-path-to-node=\"29\">Precise synchronization is key to the successful fusion of multi-camera data in subsequent stages. The U-See partner used in the experiment <b data-path-to-node=\"29\" data-index-in-node=\"37\">IDS Event Camera<\/b>, offers two extremely useful interface features:<\/p><ul data-path-to-node=\"30\"><li><p data-path-to-node=\"30,0,0\"><b data-path-to-node=\"30,0,0\" data-index-in-node=\"0\">Trigger Input<\/b>: Assign a unique \"timestamp\" to all data streams to ensure that subsequent events can be accurately matched.<\/p><\/li><li><p data-path-to-node=\"30,1,0\"><b data-path-to-node=\"30,1,0\" data-index-in-node=\"0\">Hardware Synchronization (TDRSTN)<\/b>: The camera can be set to start automatically even when connected to a different computer.<\/p><\/li><\/ul><h4 data-path-to-node=\"32\">3. Data Processing: From Events to Movement Trajectories<\/h4><p data-path-to-node=\"33\">Once data collection is complete, the real challenge begins: first, the event data from each camera must undergo geometric registration (i.e., camera calibration). Subsequently, the particles are spatially localized using two methods:<\/p><ul data-path-to-node=\"34\"><li><p data-path-to-node=\"34,0,0\">Navigate directly from the sync event;<\/p><\/li><li><p data-path-to-node=\"34,1,0\">Alternatively, a two-step approach can be used: first, track the particles from a single viewpoint, and then reconstruct their trajectories.<\/p><\/li><\/ul><p data-path-to-node=\"35\">Accumulate the positions and timestamps of individual pixel events over a specified time interval\u2014that is, fuse them in both time and space\u2014to ultimately form \"trajectories\" in space, intuitively illustrating the motion of particles within a spatial volume over time. This form of visualization is crucial for understanding complex flow fields: it allows for clear observation of particle trajectories, the presence of turbulence, and how shock waves propagate. Phenomena such as backflow, vortex formation, and local velocity changes can also be depicted in this manner. Such qualitative visualizations are not only highly valuable for scientific research and education but also widely contribute to the development and optimization of industrial systems in cutting-edge fields such as aerospace, fluid mechanics, and microfluidics.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63ee973 elementor-widget elementor-widget-heading\" data-id=\"63ee973\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">V. Expert Opinions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fe4e14 elementor-widget elementor-widget-heading\" data-id=\"1fe4e14\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">Event cameras make 3D flow field measurement more accessible and cost-effective<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b5b4f2 elementor-widget elementor-widget-text-editor\" data-id=\"7b5b4f2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\"Event cameras offer a highly promising alternative to traditional high-speed imaging systems. Although their temporal resolution has not yet reached its peak, they already enable more cost-effective and streamlined flow field analysis\u2014making 3D particle tracking velocimetry (3D PTV) measurements accessible to small laboratories and research institutions alike.\" \u2014 <b data-path-to-node=\"39,0\" data-index-in-node=\"131\">Dr. Christian Willert of the German Aerospace Center (DLR)<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c521813 elementor-widget elementor-widget-heading\" data-id=\"c521813\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">VI. Strengths, Limitations, and Challenges<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b5ec6e elementor-widget elementor-widget-heading\" data-id=\"5b5ec6e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">The perfect balance of performance and cost<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fecdebd elementor-widget elementor-widget-text-editor\" data-id=\"fecdebd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"43\">System performance depends particularly on temporal resolution, spatial resolution, and the sensor itself. The method used in this study <b data-path-to-node=\"43\" data-index-in-node=\"34\">Sony IMX636 sensor<\/b>, with a time accuracy of approximately 100 microseconds (<span class=\"math-inline\" data-math=\"\\mu s\" data-index-in-node=\"64\">$\\mu s$<\/span>). At a clock frequency of 1 kHz, the system can simultaneously track up to 10,000 particles; at 10 kHz, it can track approximately 1,000 particles. These figures demonstrate both the immense potential of this technology and its limitations: while higher resolution allows for the tracking of more particles, it also increases the burden on data streams and processing\u2014a key trade-off that must be considered in practical applications.<\/p><p data-path-to-node=\"44\">Despite certain limitations, event cameras still offer significant cost and application advantages over traditional high-speed imaging systems.<\/p><ul data-path-to-node=\"45\"><li><p data-path-to-node=\"45,0,0\"><b data-path-to-node=\"45,0,0\" data-index-in-node=\"0\">Data and Storage Advantages<\/b>: It generates less data and requires less storage space, enabling even smaller research institutions to conduct high-precision analyses of three-dimensional flow field dynamics.<\/p><\/li><li><p data-path-to-node=\"45,1,0\"><b data-path-to-node=\"45,1,0\" data-index-in-node=\"0\">Portability and low power consumption<\/b>: EVS cameras feature a compact design, extremely low power consumption, and minimal peripheral requirements, making them ideal for mobile devices and autonomous systems, thereby opening up entirely new areas of application.<\/p><\/li><\/ul><p data-path-to-node=\"46\">In addition, this technology features another notable innovation, namely<b data-path-to-node=\"46\" data-index-in-node=\"21\">Capable of real-time flow field simulation at over 250 frames per second<\/b>Each \"field\" here represents the complete instantaneous state of particle motion within a specific space. This high-density temporal sampling not only enables precise analysis of dynamic flow fields but also lays the foundation for adaptive systems\u2014systems in which the flow field can be actively intervened in and adjusted by controlling flaps, nozzles, or other mechanical components. This real-time computational capability is undoubtedly a true milestone in the future development of image-based measurement technology.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7549dc6 elementor-widget elementor-widget-heading\" data-id=\"7549dc6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">VII. Empowerment, Not Disruption<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e69fbf elementor-widget elementor-widget-text-editor\" data-id=\"0e69fbf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"50\">Event Vision technology is not intended to compete with traditional imaging systems\u2014it does not replace them, but rather complements them effectively. In scenarios requiring extreme spatial resolution and complete image information, high-speed cameras still offer irreplaceable advantages; meanwhile, event camera technology provides a new, low-threshold solution for efficiently capturing dynamic processes. It makes high-precision motion analysis accessible\u2014even for laboratories and research institutions with limited budgets and infrastructure.<\/p><p data-path-to-node=\"51\"><b data-path-to-node=\"51\" data-index-in-node=\"0\">Hongke Partner: IDS uEye EVS Camera<\/b>This provides an ideal platform: compact, low-power, and requiring minimal peripherals. Without the need for complex hardware configurations, you can build scalable multi-camera systems that integrate with innovative EVS sensor manufacturers <b data-path-to-node=\"51\" data-index-in-node=\"90\">Prophesee's Metavision SDK<\/b> Seamless integration. This opens up entirely new application scenarios for mobile flow diagnostics, wind tunnel models, and even drone platforms.<\/p><p data-path-to-node=\"31\">By deeply integrating into the whole process of radiotherapy, HongKe's system not only greatly improves the accuracy and efficiency of initial positioning, but also builds a solid defense for patient safety through real-time dynamic monitoring, and accumulates valuable objective and quantitative quality-control data for medical institutions.<\/p><p data-path-to-node=\"32\">With the continuous evolution of medical technology and its synergistic innovation with adaptive radiotherapy (ART), artificial intelligence (AI) and other cutting-edge fields, vision localization system based on binocular scatter 3D camera will surely become an indispensable core pillar in the system of precision radiotherapy, contributing a key force in enhancing the effectiveness of cancer treatment and improving the quality of patient's survival.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45ed7c8 elementor-widget elementor-widget-button\" data-id=\"45ed7c8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/aiportek.com\/hk\/ensenso-3d-camera-series\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Go to the Ensenso 3D product page<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-9049411 e-flex e-con-boxed e-con e-parent\" data-id=\"9049411\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cfcf4de e-flex e-con-boxed e-con e-parent\" data-id=\"cfcf4de\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc1b58 elementor-widget elementor-widget-heading\" data-id=\"dbc1b58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Other Articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74adc8f elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"74adc8f\" data-element_type=\"widget\" data-settings=\"{&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-37937 post type-post status-publish format-standard has-post-thumbnail hentry category-12 tag-redis tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/enterprise-ai-context-layer-redis-iris\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"2560\" height=\"1435\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis.jpg\" class=\"attachment-full size-full wp-image-34450\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis.jpg 2560w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis-300x168.jpg 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis-1024x574.jpg 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis-768x431.jpg 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis-1536x861.jpg 1536w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis-2048x1148.jpg 2048w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis-18x10.jpg 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/Redis-600x336.jpg 600w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dry Goods<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/enterprise-ai-context-layer-redis-iris\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke Solutions] Does AI Struggle to Understand Business Needs? Overcoming AI Context Disconnects and Real-Time Data Bottlenecks in Enterprises\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Failed Enterprise AI Implementation? The Problem Isn\u2019t the LLM Model! Hongke analyzes the devastating impact of the \u201cEnterprise AI Context Gap\u201d on Copilot and Agentic workflows and introduces the Redis Iris real-time context layer architecture to help B2B enterprises in Hong Kong and Southeast Asia build high-return AI systems.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/enterprise-ai-context-layer-redis-iris\/\" aria-label=\"Read more about \u3010\u8679\u79d1\u65b9\u6848\u3011AI \u8b80\u4e0d\u61c2\u696d\u52d9\uff1f\u7834\u89e3\u4f01\u696d AI Context \u65b7\u88c2\u8207\u5be6\u6642\u6578\u64da\u74f6\u9838\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tOctober 23, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-37775 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-pico tag-68\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/picoscope-bmw-valvetronic-case-study\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"1159\" height=\"629\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/10\/01.png\" class=\"attachment-full size-full wp-image-37791\" alt=\"PicoDiagnostics \u6beb\u6b50\u8207\u99ac\u9054\u6e2c\u8a66\u5100\u8edf\u9ad4\u4ecb\u9762\uff1a\u6e2c\u91cf BMW Valvetronic \u4e09\u76f8\u99ac\u9054\u7e5e\u7d44\u963b\u503c\uff0c\u986f\u793a U-V (374.9 m\u03a9)\u3001V-W (195.0 m\u03a9) \u8207 W-U (382.0 m\u03a9) \u5b58\u5728 187.0 m\u03a9\uff0864.8%\uff09\u7684\u56b4\u91cd\u4e0d\u5e73\u8861\uff0c\u9060\u8d85 10% \u5bb9\u8a31\u4e0a\u9650\u3002\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/10\/01.png 1159w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/10\/01-300x163.png 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/10\/01-1024x556.png 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/10\/01-768x417.png 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/10\/01-18x10.png 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/10\/01-600x326.png 600w\" sizes=\"(max-width: 1159px) 100vw, 1159px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/picoscope-bmw-valvetronic-case-study\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke Case Study] Using the Pico MT03A to Clear BMW Valvetronic Trouble Codes\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>BMW Reports DTCs 135808 and 135B11\u2014Does That Mean You Have to Replace Parts Blindly? We Reveal How to Use the Pico MT03A Milliohm Meter and PicoScope Oscilloscope to Accurately Debunk Valvetronic Diagnostic Myths! Practical Testing Identifies 190 m\u03a9 Motor Winding Imbalance and 5V Floating Ground, Avoiding False Open-Circuit Diagnoses and Significantly Improving Advanced Automotive Diagnostic Efficiency!<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/picoscope-bmw-valvetronic-case-study\/\" aria-label=\"Read more about [Hongke Case Study]: Clearing BMW Valvetronic Trouble Codes Using the Pico MT03A\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tOctober 20, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-37749 post type-post status-publish format-standard has-post-thumbnail hentry category-12 tag-arangodb tag-36\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/arangodb-context-data-platform-network-asset-management-hk\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"365\" height=\"352\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/11\/10002-3.svg\" class=\"attachment-full size-full wp-image-30512\" alt=\"\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Dry Goods<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/arangodb-context-data-platform-network-asset-management-hk\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t[Hongke Solutions] ArangoDB Contextual Data Platform: Key Architecture for Next-Generation Network Asset Management (CAM\/CMDB)\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>An in-depth analysis of how enterprises can transition from single LLM API calls to autonomous agentic systems. This article compiles real-world examples of AI agent deployments in production environments across six major industries, including retail and finance, and breaks down the underlying infrastructure logic\u2014such as high concurrency, cross-interaction memory (Memory Infrastructure), and distributed state persistence.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/arangodb-context-data-platform-network-asset-management-hk\/\" aria-label=\"Read more about [Hongke Solutions] ArangoDB Contextual Data Platform: Key Architecture for Next-Generation Network Asset Management (CAM\/CMDB)\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tOctober 16, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<div class=\"e-load-more-anchor\" data-page=\"1\" data-max-page=\"40\" data-next-page=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35187\/page\/2\/\"><\/div>\n\t\t\t\t<nav class=\"elementor-pagination\" aria-label=\"Pagination\">\n\t\t\t<span class=\"page-numbers prev\">\"<\/span>\n<span aria-current=\"page\" class=\"page-numbers current\"><span class=\"elementor-screen-only\">Page<\/span>1<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35187\/page\/2\/\"><span class=\"elementor-screen-only\">Page<\/span>2<\/a>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35187\/page\/3\/\"><span class=\"elementor-screen-only\">Page<\/span>3<\/a>\n<span class=\"page-numbers dots\">...<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35187\/page\/5\/\"><span class=\"elementor-screen-only\">Page<\/span>5<\/a>\n<a class=\"page-numbers next\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/35187\/page\/2\/\">\"<\/a>\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Conventional high-speed cameras are costly and data-intensive? The Event Camera with neuromorphic sensors brings a breakthrough in 3D flow field diagnosis! Low-cost real-time 3D flow field reconstruction, turbulence solving and precise synchronization with multiphase machines, welcome to read it.<\/p>","protected":false},"author":1,"featured_media":35188,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[18],"tags":[70,57],"class_list":["post-35187","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-18","tag-ids","tag-57"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u50b3\u7d71 CMDB \u9762\u81e8\u6578\u64da\u5b64\u5cf6\u8207\u95dc\u4fc2\u7f3a\u5931\uff0cArangoDB \u539f\u751f\u591a\u6a21\u578b\u5716\u6578\u64da\u5eab\u4ee5\u300c\u4e0a\u4e0b\u6587\u6578\u64da\u5e73\u53f0\u300d\u91cd\u5851\u7db2\u7d61\u8cc7\u7522\u7ba1\u7406\uff0c\u4e32\u806f\u8cc7\u7522\u3001\u6f0f\u6d1e\u3001\u6d41\u91cf\u8207\u62d3\u64b2\u95dc\u4fc2\uff0c\u52a9\u9999\u6e2f\u4f01\u696d\u6253\u9020\u53ef\u4fe1 AI \u904b\u7dad (AIOps) \u8207\u5b89\u5168\u9632\u7dda\u3002\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"HongKeTechnology\"\/>\n\t<meta name=\"keywords\" content=\"arango\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/aiportek.com\/en\/arangodb-context-data-platform-network-asset-management-hk\/\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.3\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u8679\u79d1\u96fb\u5b50\u6709\u9650\u516c\u53f8\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u3010\u8679\u79d1\u65b9\u6848\u3011ArangoDB \u4e0a\u4e0b\u6587\u6578\u64da\u5e73\u53f0\uff1a\u4e0b\u4e00\u4ee3\u7db2\u7d61\u8cc7\u7522\u7ba1\u7406 (CAM\/CMDB) \u95dc\u9375\u67b6\u69cb - 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