{"id":66,"date":"2023-09-17T10:18:37","date_gmt":"2023-09-17T08:18:37","guid":{"rendered":"https:\/\/ivujovic.pfst.hr\/?page_id=66"},"modified":"2025-11-28T00:21:07","modified_gmt":"2025-11-27T22:21:07","slug":"spaadrel","status":"publish","type":"page","link":"https:\/\/ivujovic.pfst.hr\/index.php\/spaadrel\/","title":{"rendered":"SPAADREL"},"content":{"rendered":"\n<p class=\"has-vivid-red-color has-text-color\">Signal Processing, Analysis and Advanced Diagnostics Research and Education Laboratory<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"288\" height=\"193\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image001.png\" alt=\"\" class=\"wp-image-67\" style=\"width:405px;height:271px\"\/><\/figure>\n\n\n\n<p>SPAADREL se bavi obradom i analizom svih tipova signala i podataka, bez obzira na primjenu. Podru\u010dja od interesa su biomedicinski signali\/elektronika, brodske vibracije, virtualni svijet, obrada i analiza slikovnih\/video podataka, osobito iz nadzornih sustava. Tako\u0111er je posve\u0107en naprednim tehnikama dijagnostike kvarova strojeva, senzora i CPS&nbsp; sustava u IoT.<\/p>\n\n\n\n<p>Laboratorij za obradu i analizu signala vodi prof. dr. sc. lgor Vujovi\u0107. To je mati\u010dni laboratorij znanstveno-istra\u017eiva\u010dke skupine za primjenu novih tehnologija u pomorstvu i projekta Uspostava referalne baze za istra\u017eivanje utjecaja vremenskih prilika na video nadzor u pomorskom prometu. Istra\u017eiva\u010dka skupina za primjenu novih tehnologija u pomorstvu bavi se ispitivanjem aditivne tehnologije u pomorskim primjenama, infracrvenom termografijom, tehnologijama virtualne stvarnosti, tehnologijama za potporu \u017eivotu nemo\u0107nih osoba, kriptografskom sigurnosti autonomnih brodova, fuzijom senzora s obradom signala (osobito iz vidljivog i infracrvenog spektra), detekcijom ugroza okoline obradom dostupnih senzora, dijagnostikom kvarova iz razli\u010ditih signala (uklju\u010duju\u0107i i vibracije) te umjetnom inteligencijom i njezinim utjecajem na budu\u0107nost pomorstva. Laboratorij je opremljen opti\u010dkim mikroskopom, robotskim vozilom, vozilom s invertiraju\u0107im njihalom, NI ELVIS sustavom za akviziciju i obradu podataka, infracrvenom i opti\u010dkim kamerama i 3D pisa\u010dem te softverskim alatima, kao \u0161to su Labview, Matlab, Octave, 123D Design, Molecular workbench, Se.La.Vi, Autodesk Simulation CFD Viewer, Ninithi &#8211; softver za nanotehnologiju, LAMMPS za molekularne simulacije, QT program za vi\u0161eplatformsko programiranje, koji slu\u017ee za izvo\u0111enje vje\u017ebi te pri izradi zavr\u0161nih, diplomskih i znanstvenih radova.<\/p>\n\n\n\n<p>The Laboratory SPAADREL is run by full professor lgor Vujovi\u0107. This is the head laboratory of the science-research team for the application of new technologies in maritime industries and the project Establishment of reference data base for studying the influence of weather conditions on marine video surveillance. The research team has been engaged in examining additive technology in marine applications, infrared thermography, virtual reality technologies, technologies supporting disabled persons, encryption of autonomous vessels, fusion of sensors with signal processing (especially from the visible and infrared spectrum), detection of environment threats by analyzing the available sensors, diagnostics of failures of various signals (including vibration), and artificial intelligence and its impacts on the future of maritime affairs. The laboratory is fitted with optical microscope, robot vehicle, vehicle with inverted pendulum, NI ELVIS data acquisition and processing system, infrared and video cameras, and 3D printer with software tools such as Labview, Matlab, Octave, 123D Oesign, Molecular workbench, Se.La.Vi, Autodesk Simulation CFO Viewer, Ninithi &#8211; software for nanotechnology, LAMMPS for molecular simulations, QT program for multi-platform programming, which can be used for exercise or creating final theses, master theses or research papers.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0010-1024x576.jpg\" alt=\"\" class=\"wp-image-382\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0010-1024x576.jpg 1024w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0010-300x169.jpg 300w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0010-768x432.jpg 768w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0010-1536x864.jpg 1536w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0010.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image001-1024x682.jpg\" alt=\"\" class=\"wp-image-68\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image001-1024x682.jpg 1024w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image001-300x200.jpg 300w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image001-768x512.jpg 768w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image001.jpg 1376w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>New and old room<\/p>\n\n\n\n<p><a href=\"SPAADRELpfsthr_files\/image002.jpg\"><\/a>&nbsp;SPAADREL<\/p>\n\n\n\n<p>Termovizijska kamera \/ Termovision<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"699\" height=\"466\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image003.jpg\" alt=\"\" class=\"wp-image-69\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image003.jpg 699w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image003-300x200.jpg 300w\" sizes=\"auto, (max-width: 699px) 100vw, 699px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"701\" height=\"468\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image005.jpg\" alt=\"\" class=\"wp-image-70\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image005.jpg 701w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image005-300x200.jpg 300w\" sizes=\"auto, (max-width: 701px) 100vw, 701px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"698\" height=\"466\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image007.jpg\" alt=\"\" class=\"wp-image-71\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image007.jpg 698w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image007-300x200.jpg 300w\" sizes=\"auto, (max-width: 698px) 100vw, 698px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Obrada i analiza slike: pra\u0107enje objekata, bezle\u0107na kamera \/ Image processing and analysis: object tracking, lensless camera<\/p>\n\n\n\n<p>Research areas include (but not limited!):<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"345\" height=\"453\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image009.png\" alt=\"\" class=\"wp-image-72\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image009.png 345w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image009-228x300.png 228w\" sizes=\"auto, (max-width: 345px) 100vw, 345px\" \/><\/figure>\n\n\n\n<p>Traffic surveillance<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"607\" height=\"504\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image011.png\" alt=\"\" class=\"wp-image-73\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image011.png 607w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image011-300x249.png 300w\" sizes=\"auto, (max-width: 607px) 100vw, 607px\" \/><\/figure>\n\n\n\n<p>Vibration and other advanced fault diagnostics<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"573\" height=\"343\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image022.jpg\" alt=\"\" class=\"wp-image-74\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image022.jpg 573w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2023\/09\/image022-300x180.jpg 300w\" sizes=\"auto, (max-width: 573px) 100vw, 573px\" \/><\/figure>\n\n\n\n<p>Brains research<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"945\" height=\"451\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/image.png\" alt=\"\" class=\"wp-image-377\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/image.png 945w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/image-300x143.png 300w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/image-768x367.png 768w\" sizes=\"auto, (max-width: 945px) 100vw, 945px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=URn_cwIZYmU\u017e\">https:\/\/www.youtube.com\/watch?v=URn_cwIZYmU<\/a><\/p>\n\n\n\n<p><strong>ANN researches in maritime traffic<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0001-1024x576.jpg\" alt=\"\" class=\"wp-image-379\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0001-1024x576.jpg 1024w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0001-300x169.jpg 300w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0001-768x432.jpg 768w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0001-1536x864.jpg 1536w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0001.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>3D scanner &#8211; equipment example<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0000-1024x576.jpg\" alt=\"\" class=\"wp-image-381\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0000-1024x576.jpg 1024w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0000-300x169.jpg 300w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0000-768x432.jpg 768w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0000-1536x864.jpg 1536w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/09\/IMG-20250713-WA0000.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/20251127_103316.mp4\"><\/video><\/figure>\n\n\n\n<p>3D printer &#8211; additive manufacturing in research <\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"478\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing1.jpg\" alt=\"\" class=\"wp-image-386\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing1.jpg 640w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing1-300x224.jpg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"395\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing2.jpg\" alt=\"\" class=\"wp-image-387\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing2.jpg 640w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing2-300x185.jpg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n\n\n\n<p>Space downstream and Earth observation<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"307\" height=\"308\" src=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing3.jpg\" alt=\"\" class=\"wp-image-388\" srcset=\"https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing3.jpg 307w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing3-300x300.jpg 300w, https:\/\/ivujovic.pfst.hr\/wp-content\/uploads\/2025\/11\/Drawing3-150x150.jpg 150w\" sizes=\"auto, (max-width: 307px) 100vw, 307px\" \/><\/figure>\n\n\n\n<p>AR\/VR technologies in maritime<\/p>\n\n\n\n<p>Projects:<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-prof-dr-sc-igor-vujovi wp-block-embed-prof-dr-sc-igor-vujovi\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"g03xiI1YDn\"><a href=\"https:\/\/ivujovic.pfst.hr\/index.php\/primjena-prosirene-stvarnosti-i-strojnog-ucenja-u-poboljsanju-sigurnosti-pomorskog-prometa-application-of-augmented-reality-and-machine-learning-for-maritime-transport-safety-improvement\/\">Primjena pro\u0161irene stvarnosti i strojnog u\u010denja u pobolj\u0161anju sigurnosti pomorskog prometa \/ Application of augmented reality and machine learning for maritime transport safety improvement<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;Primjena pro\u0161irene stvarnosti i strojnog u\u010denja u pobolj\u0161anju sigurnosti pomorskog prometa \/ Application of augmented reality and machine learning for maritime transport safety improvement&#8221; &#8212; prof.dr.sc. Igor Vujovi\u0107\" src=\"https:\/\/ivujovic.pfst.hr\/index.php\/primjena-prosirene-stvarnosti-i-strojnog-ucenja-u-poboljsanju-sigurnosti-pomorskog-prometa-application-of-augmented-reality-and-machine-learning-for-maritime-transport-safety-improvement\/embed\/#?secret=j5luPCqAlR#?secret=g03xiI1YDn\" data-secret=\"g03xiI1YDn\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-prof-dr-sc-igor-vujovi wp-block-embed-prof-dr-sc-igor-vujovi\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"7L8crrrTLL\"><a href=\"https:\/\/ivujovic.pfst.hr\/index.php\/erdbsiwcmvs_webpage\/\">ERDBSIWCMVS_webpage<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;ERDBSIWCMVS_webpage&#8221; &#8212; prof.dr.sc. Igor Vujovi\u0107\" src=\"https:\/\/ivujovic.pfst.hr\/index.php\/erdbsiwcmvs_webpage\/embed\/#?secret=iAClfwZdPo#?secret=7L8crrrTLL\" data-secret=\"7L8crrrTLL\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Signal Processing, Analysis and Advanced Diagnostics Research and Education Laboratory SPAADREL se bavi obradom i analizom svih tipova signala i podataka, bez obzira na primjenu. Podru\u010dja od interesa su biomedicinski signali\/elektronika, brodske vibracije, virtualni svijet, obrada i analiza slikovnih\/video podataka, osobito iz nadzornih sustava. Tako\u0111er je posve\u0107en naprednim tehnikama dijagnostike kvarova strojeva, senzora i CPS&nbsp; [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-66","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ivujovic.pfst.hr\/index.php\/wp-json\/wp\/v2\/pages\/66","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ivujovic.pfst.hr\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ivujovic.pfst.hr\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ivujovic.pfst.hr\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ivujovic.pfst.hr\/index.php\/wp-json\/wp\/v2\/comments?post=66"}],"version-history":[{"count":11,"href":"https:\/\/ivujovic.pfst.hr\/index.php\/wp-json\/wp\/v2\/pages\/66\/revisions"}],"predecessor-version":[{"id":401,"href":"https:\/\/ivujovic.pfst.hr\/index.php\/wp-json\/wp\/v2\/pages\/66\/revisions\/401"}],"wp:attachment":[{"href":"https:\/\/ivujovic.pfst.hr\/index.php\/wp-json\/wp\/v2\/media?parent=66"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}