{"id":7944,"date":"2018-04-01T14:30:08","date_gmt":"2018-04-01T12:30:08","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=7944"},"modified":"2023-01-17T10:38:02","modified_gmt":"2023-01-17T09:38:02","slug":"navigating-with-a-360-camera","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/navigating-with-a-360-camera\/","title":{"rendered":"Projekt Blinker: Navigieren mit 360\u00b0-Kamera"},"content":{"rendered":"<div data-colibri-id=\"7944-c1\" class=\"style-8640 style-local-7944-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"7944-c2\" id=\"reusable-sections\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-8641 style-local-7944-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7944-c3\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-8642 style-local-7944-c3 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-8643-outer style-local-7944-c4-outer\">\n            <div data-colibri-id=\"7944-c4\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-8643 style-local-7944-c4 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7944-c5\" class=\"d-block style-8644 style-local-7944-c5 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <div class=\"h-image__frame-container\">\n                      <!---->\n                      <!---->\n                      <img decoding=\"async\" width=\"229\" height=\"223\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/Projekt_Blinker_Navigieren_mit_360_Kamera.png\" class=\"wp-image-7945 style-8644-image style-local-7944-c5-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/Projekt_Blinker_Navigieren_mit_360_Kamera.png 229w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/Projekt_Blinker_Navigieren_mit_360_Kamera-12x12.png 12w\" data-sizes=\"(max-width: 229px) 100vw, 229px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 229px; --smush-placeholder-aspect-ratio: 229\/223;\" \/>\n                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-8644-frameImage style-local-7944-c5-frameImage\"><\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7944-c40\" class=\"h-text h-text-component style-11928 style-local-7944-c40 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Foto: BLINKER<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7944-c6\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-8645 style-local-7944-c6 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-8646-outer style-local-7944-c7-outer\">\n            <div data-colibri-id=\"7944-c7\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-8646 style-local-7944-c7 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7944-c8\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-8647 style-local-7944-c8 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-8648-outer style-local-7944-c9-outer\">\n                      <div data-colibri-id=\"7944-c9\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-8648 style-local-7944-c9 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7944-c10\" class=\"h-text h-text-component style-8649 style-local-7944-c10 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Ausgabe 01\/2018<\/p>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7944-c11\" class=\"h-x-container style-8650 style-local-7944-c11 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-x-container-inner style-dynamic-7944-c11-group style-8650-spacing style-local-7944-c11-spacing\"><span class=\"h-link__outer style-8651-outer style-local-7944-c12-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/L3S-Magazin-Binaire-web.pdf\" target=\"_blank\" data-colibri-id=\"7944-c12\" class=\"d-flex w-100 align-items-center h-link style-8651 style-local-7944-c12 position-relative\" rel=\"noopener\"><!----><!----> <span>Innovation durch Forschung<\/span><\/a>\n                              <\/span>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7944-c13\" class=\"style-8652 style-local-7944-c13 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-8653-outer style-local-7944-c14-outer\">\n                      <div data-colibri-id=\"7944-c14\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-8653 style-local-7944-c14 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7944-c15\" class=\"h-global-transition-all h-heading style-8655 style-local-7944-c15 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-8655 style-local-7944-c15\">\n                              <!---->\n                              <!---->\n                              <h1 class=\"\">Projekt Blinker: Navigieren mit 360\u00b0-Kamera<\/h1>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7944-c16\" class=\"style-8656 style-local-7944-c16 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-colibri-id=\"7944-c17\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-8657 style-local-7944-c17 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-8658-outer style-local-7944-c18-outer\">\n                                <div data-colibri-id=\"7944-c18\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-8658 style-local-7944-c18 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7944-c19\" class=\"h-text h-text-component style-8659 style-local-7944-c19 position-relative h-element\">\n                                      <!---->\n                                      <!---->\n                                      <div class=\"\">\n                                        <p class=\"translation-block\">Industrielle Prozesse sind heute in hohem Ma\u00dfe mit Automatisierungsanforderungen verbunden. Wesentliche Bestandteile moderner Lager- und Transportprozesse sind daher (teil-)autonome Systeme wie mobile Roboter, fahrerlose Transportsysteme oder Gabelstaplersteuerungssysteme. Herk\u00f6mmliche Navigationsmethoden stellen jedoch ein Hindernis dar, wenn es um die Forderung nach Flexibilit\u00e4t und Wirtschaftlichkeit geht. Im Projekt <a href=\"https:\/\/www.l3s.de\/de\/projects\/blinker\" target=\"_blank\" rel=\"nofollow noopener\" class=\"customize-unpreviewable\">BLINKER<\/a> arbeiten die Wissenschaftler in Kooperation mit einem mittelst\u00e4ndischen Unternehmen an einem Sensor f\u00fcr die autonome Navigation von Fahrzeugen.<\/p>\n                                      <\/div>\n                                    <\/div>\n                                    <div data-colibri-id=\"7944-c20\" class=\"h-text h-text-component style-8659 style-local-7944-c20 position-relative h-element\">\n                                      <!---->\n                                      <!---->\n                                      <div class=\"\">\n                                        <p><strong style=\"font-size: 111%; font-weight: 600;\">Intelligente Bildverarbeitung<\/strong><\/p>\n                                        <p>Der Sensor wird es dem mobilen System erm\u00f6glichen, seine eigene Pose (Position und Orientierung) in seiner Umgebung pr\u00e4zise zu bestimmen und zu regulieren. Das System wird in der Lage sein, sich sowohl an k\u00fcnstlichen retroreflektierenden Markierungen als auch an nat\u00fcrlichen Landmarken zu orientieren, zum Beispiel mit Hilfe von Deep-Learning-Ans\u00e4tzen. Technologisch basiert der Ansatz auf der Fusion mehrerer Kameras, einer LED-Beleuchtungseinheit und intelligenter Bildverarbeitung. Die Kameras sind auf einem Ring angeordnet, so dass die Marken \u00fcber den gesamten Horizont (360\u00b0) erfasst werden k\u00f6nnen. Zus\u00e4tzlich ist eine nach oben gerichtete Kamera vorgesehen. Somit kann die zu entwickelnde 360\u00b0-Kamera eine \"Halbkugel\" erfassen. Durch Bildverarbeitung der (k\u00fcnstlichen oder nat\u00fcrlichen) Markierungen kann mittels eines Triangulationsalgorithmus die genaue Position berechnet werden.<\/p>\n                                        <p>Bei der Entwicklung der Umgebungskamera wird besonderes Augenmerk auf die Verarbeitung der visuellen Informationen gelegt. Neben nat\u00fcrlichen Landmarken im Innen- und Au\u00dfenbereich soll die Kamera auch sicherheitskritische Objekte wie Personen oder Hindernisse zuverl\u00e4ssig erkennen und verfolgen. Dies erm\u00f6glicht die Anreicherung mit semantischen Informationen und damit v\u00f6llig neue Dienste in der Industrie.<\/p>\n                                        <p>In einer ersten Phase lernt das System seine Umgebung kennen und lokalisiert Bilder anhand von Positionskoordinaten. Diese Bildsignal-Koordinaten-Paare werden als Trainingsdaten f&uuml;r ein <em>deep neural network<\/em> verwendet, so dass es automatisch eine passende Zuordnung lernt und aus bisher ungesehenen Bildern eine 3D-Position sch&auml;tzen kann.<\/p>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"7944-c21\" id=\"reusable-sections-2\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-8660 style-local-7944-c21 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7944-c22\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-8661 style-local-7944-c22 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-8662-outer style-local-7944-c23-outer\">\n            <div data-colibri-id=\"7944-c23\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-8662 style-local-7944-c23 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7944-c24\" class=\"h-divider style-8663 style-local-7944-c24 position-relative h-element\">\n                  <!----><span class=\"h-divider__line style-8663-line style-local-7944-c24-line style-8663-line style-local-7944-c24-line\"><\/span><\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7944-c25\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-8664 style-local-7944-c25 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-8665-outer style-local-7944-c26-outer\">\n            <div data-colibri-id=\"7944-c26\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-8665 style-local-7944-c26 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7944-c27\" class=\"h-global-transition-all h-heading style-8666 style-local-7944-c27 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-8666 style-local-7944-c27\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Vorgestellte Projekte<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7944-c28\" class=\"d-block style-8667 style-local-7944-c28 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <a href=\"https:\/\/www.l3s.de\/de\/projects\/blinker\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                      <div class=\"h-image__frame-container\">\n                        <!---->\n                        <!---->\n                        <img decoding=\"async\" width=\"229\" height=\"223\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/Projekt_Blinker_Navigieren_mit_360_Kamera.png\" class=\"wp-image-7945 style-8667-image style-local-7944-c28-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/Projekt_Blinker_Navigieren_mit_360_Kamera.png 229w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/Projekt_Blinker_Navigieren_mit_360_Kamera-12x12.png 12w\" data-sizes=\"(max-width: 229px) 100vw, 229px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 229px; --smush-placeholder-aspect-ratio: 229\/223;\" \/>\n                        <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-8667-frameImage style-local-7944-c28-frameImage\"><\/div>\n                      <\/div>\n                    <\/a>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-8669-outer style-local-7944-c29-outer\">\n            <div data-colibri-id=\"7944-c29\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-8669 style-local-7944-c29 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7944-c30\" class=\"h-global-transition-all h-heading style-8666 style-local-7944-c30 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-8666 style-local-7944-c30\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Kontakt<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7944-c31\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-8670 style-local-7944-c31 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-8671-outer style-local-7944-c32-outer\">\n                      <div data-colibri-id=\"7944-c32\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-8671 style-local-7944-c32 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7944-c33\" class=\"d-block style-8672 style-local-7944-c33 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-image__frame-container-outer\">\n                              <div class=\"h-image__frame-container\">\n                                <!---->\n                                <!---->\n                                <img decoding=\"async\" width=\"150\" height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Rosenhahn-Bodo.jpg\" class=\"wp-image-1672 style-8672-image style-local-7944-c33-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Rosenhahn-Bodo.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/Rosenhahn-Bodo-12x12.jpg 12w\" data-sizes=\"(max-width: 150px) 100vw, 150px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 150px; --smush-placeholder-aspect-ratio: 150\/150;\" \/>\n                                <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-8672-frameImage style-local-7944-c33-frameImage\"><\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7944-c34\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-8673 style-local-7944-c34 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 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                <!---->\n                                      <div class=\"h-heading__outer style-8675 style-local-7944-c36\">\n                                        <!---->\n                                        <!---->\n                                        <h4 class=\"\">Prof. Dr.-Ing. Bodo Rosenhahn<\/h4>\n                                      <\/div>\n                                    <\/div>\n                                    <div data-colibri-id=\"7944-c37\" class=\"h-x-container style-8676 style-local-7944-c37 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-x-container-inner style-dynamic-7944-c37-group style-8676-spacing style-local-7944-c37-spacing\"><span class=\"h-link__outer style-8677-outer style-local-7944-c38-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"mailto:rosenhahn@l3s.de\"  data-colibri-id=\"7944-c38\" class=\"d-flex w-100 align-items-center h-link style-8677 style-local-7944-c38 position-relative\"><!----><!----> <span>rosenhahn@l3s.de<\/span><\/a>\n                                        <\/span>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7944-c39\" class=\"h-text h-text-component style-8678 style-local-7944-c39 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Bodo Rosenhahn ist Professor am Institut f\u00fcr Informationsverarbeitung der Leibniz Universit\u00e4t Hannover, wo er die Abteilung f\u00fcr automatische Bildinterpretation leitet. Er ist Vorstandsmitglied des L3S.<\/p>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Foto: BLINKER Issue: 01\/2018 Innovation durch Forschung Navigating with a 360\u00b0-Camera Today, industrial processes are highly linked to automation requirements. Essential components of modern storage and transport processes are therefore (partially) autonomous systems such as mobile robots, driverless transport systems or forklift control systems. However, conventional navigation methods represent an obstacle with regard to the [&hellip;]<\/p>","protected":false},"author":7,"featured_media":7945,"parent":2750,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[28,89],"class_list":["post-7944","page","type-page","status-publish","has-post-thumbnail","hentry","tag-binaire","tag-binaire-2018-01"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-27 00:21:13","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7944","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=7944"}],"version-history":[{"count":0,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7944\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/2750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media\/7945"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=7944"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=7944"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=7944"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}