{"id":1654269,"date":"2025-12-31T14:02:58","date_gmt":"2025-12-31T05:02:58","guid":{"rendered":"https:\/\/www.hanwhavision.com\/technology\/similarity-search-2\/"},"modified":"2025-12-31T14:02:58","modified_gmt":"2025-12-31T05:02:58","slug":"similarity-search","status":"publish","type":"hws_tech","link":"https:\/\/www.hanwhavision.com\/ar\/technology\/similarity-search\/","title":{"rendered":"Similarity Search"},"content":{"rendered":"\n<!-- HERO FULL BLOCK -->\n<section class=\"section-hero-full \" >\n\t\t<div class=\"hero-full-block \">\n\t\t\t\t<div class=\"media-cell \">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/12\/img-hero-9-2000x438.png\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t<\/div>\n\t\t<div class=\"content-cell\">\n\t\t\t<div class=\"wrapper\">\n\t\t\t\t<div class=\"container\">\n\t\t\t\t\t<div class=\"content-wrap\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h1 class=\"title\">Similarity Search<\/h1>\n\t\t\t\t\t\t\n                                                \n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Connect the Dots Across Cameras<\/h2>\n\n\n\n<p class=\"has-text-align-center\">Similarity Search makes it easy to find the same person or vehicle across different cameras, locations, and timeframes.<br>Even when a subject moves out of view or appears again in a new scene, the system helps operators connect related footage \u2014 transforming scattered video into a continuous trail.<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<!-- FEATURE BLOCK: Standard ( with icon, with related products  ) -->\n<section class=\"section-feature \" >\n    <div class=\"wrapper\">\n        <div class=\"container\">\n                        <div class=\"feature-block _reversed align-middle\">\n                <div class=\"media-cell\">\n                    <div class=\"content-wrap\">\n                        <div class=\"media-container ratio-16by9 \" >                             <img decoding=\"async\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/12\/img-01-8-1200x675.png\" class=\"media \" alt=\"\" loading=\"lazy\" \/>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                <div class=\"content-cell\">\n                    <div class=\"content-wrap\">\n                                                \n                                                \n                                                                        <h2 class=\"title\">The Challenge of Continuity<\/h2>\n                        \n                                                                        <div class=\"richtext-container\">\n                            <p>In real-world environments, people and vehicles naturally move across entrances, corridors, buildings, and camera zones.<\/p>\n<p>While cameras and analytics can capture key moments, those moments remain fragmented across different views and timelines.<\/p>\n<p>Without a way to connect these fragments, operators must manually search footage camera by camera, making it difficult to reconstruct events or follow movement across a site.<\/p>\n                        <\/div>\n                        \n                                                                                                    \n                        \n                        \n                        \n                                            <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n\n<!-- FEATURE BENEFITS ICON BLOCK -->\n<section class=\"section-feature-benefit-icon  bg-light-grey\" >\n\t<div class=\"wrapper\">\n\t\t<div class=\"container\">\n\t\t\t<div class=\"module-block\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"title-cell\">\n\t\t\t\t\t<div class=\"content-wrap\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"p-label color-orange\">SIMILARITY SEARCH<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"title\">Restore Continuity Across Cameras<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"body richtext-container\">\n\t\t\t\t\t\t\t<p>By connecting fragmented moments into a continuous trail, Similarity Search simplifies how operators investigate and review multi-camera events. Instead of starting from raw footage, users can begin with meaningful reference points and quickly expand their search across the entire system.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"content-cell\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"icon-benefits-block column-3\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"cell \">\n\t\t\t\t\t\t\t<div class=\"icon-benefit-card\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"benefit-image iconed\">\n\t\t\t\t\t\t\t\t\t<div class=\"media-container ratio-1by1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/12\/icon-1.png\" class=\"media fit-cover\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"benefit-body\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5 class=\"title\">Simple cross-camera search<\/h6>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"richtext-container\">\n\t\t\t\t\t\t\t\t\t\t<p>Use key object snapshots\u2014such as BestShot images\u2014as reliable reference points to search related footage across multiple cameras<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"cell \">\n\t\t\t\t\t\t\t<div class=\"icon-benefit-card\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"benefit-image iconed\">\n\t\t\t\t\t\t\t\t\t<div class=\"media-container ratio-1by1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/12\/icon-2-6.png\" class=\"media fit-cover\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"benefit-body\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5 class=\"title\">Clear event reconstruction<\/h6>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"richtext-container\">\n\t\t\t\t\t\t\t\t\t\t<p>Connect critical moments from different camera views to understand how an incident unfolds from start to finish<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"cell \">\n\t\t\t\t\t\t\t<div class=\"icon-benefit-card\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"benefit-image iconed\">\n\t\t\t\t\t\t\t\t\t<div class=\"media-container ratio-1by1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/12\/icon-3-6.png\" class=\"media fit-cover\" alt=\"\" \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"benefit-body\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5 class=\"title\">Less manual review, faster results<\/h6>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"richtext-container\">\n\t\t\t\t\t\t\t\t\t\t<p>Reduce review time by starting searches from meaningful highlights instead of scrubbing full video timelines<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n<!-- FEATURE BLOCK: Standard ( with icon, with related products  ) -->\n<section class=\"section-feature \" >\n    <div class=\"wrapper\">\n        <div class=\"container\">\n                        <div class=\"feature-block reversed align-middle\">\n                <div class=\"media-cell\">\n                    <div class=\"content-wrap\">\n                        <div class=\"media-container ratio-16by9 \" >                             <img decoding=\"async\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/12\/img-02-5-1200x675.png\" class=\"media \" alt=\"\" loading=\"lazy\" \/>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                <div class=\"content-cell\">\n                    <div class=\"content-wrap\">\n                                                \n                                                \n                                                \n                                                                        <div class=\"richtext-container\">\n                            <p>When a person appears on camera, AI analytics extract attribute data, such as the color of upper and lower clothing, and send it as search-ready metadata.<\/p>\n<p>Cameras that support Similarity Search provide this attribute data to a compatible VMS, where information from multiple cameras is analyzed together to identify and track people with similar characteristics.<\/p>\n                        <\/div>\n                        \n                                                                                                    \n                        \n                        \n                        \n                                            <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n\n<!-- FEATURE BLOCK: Standard ( with icon, with related products  ) -->\n<section class=\"section-feature \" >\n    <div class=\"wrapper\">\n        <div class=\"container\">\n                        <div class=\"feature-block _reversed align-middle\">\n                <div class=\"media-cell\">\n                    <div class=\"content-wrap\">\n                        <div class=\"media-container ratio-16by9 \" >                             <img decoding=\"async\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/12\/img-03-6-1200x675.png\" class=\"media \" alt=\"\" loading=\"lazy\" \/>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                <div class=\"content-cell\">\n                    <div class=\"content-wrap\">\n                                                \n                                                \n                                                \n                                                                        <div class=\"richtext-container\">\n                            <p>Operators can select attribute-based references and receive a ranked list of related results across cameras and time periods, making cross-camera review and investigation far more efficient.<\/p>\n                        <\/div>\n                        \n                                                                                                    \n                        \n                        \n                        \n                                            <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n","protected":false},"featured_media":0,"template":"","acf":[],"_links":{"self":[{"href":"https:\/\/www.hanwhavision.com\/ar\/wp-json\/wp\/v2\/hws_tech\/1654269"}],"collection":[{"href":"https:\/\/www.hanwhavision.com\/ar\/wp-json\/wp\/v2\/hws_tech"}],"about":[{"href":"https:\/\/www.hanwhavision.com\/ar\/wp-json\/wp\/v2\/types\/hws_tech"}],"version-history":[{"count":0,"href":"https:\/\/www.hanwhavision.com\/ar\/wp-json\/wp\/v2\/hws_tech\/1654269\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hanwhavision.com\/ar\/wp-json\/wp\/v2\/media?parent=1654269"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}