20.500.12556/DKUM-80050 Razpoznavanje obraza z lasersko in radarsko tehniko magistrsko delo Face recognition using lidar and radar techniques V magistrskem delu je opisan in predstavljen postopek zaznave in razpoznave obraza s pomočjo radarske in laserske tehnike. V prvem delu je opisano delovanje radarja in predstavljeni postopki postavitev tarč v vidno območje radarja ter procesiranje signalov za pridobitev končne slike. V drugem delu je prikazan postopek zajemanja slik zaznanih obrazov s Kinectom in učenje modela s Siamsko nevronsko mrežo za razpoznavanje obrazov. V sklepu so predstavljeni rezultati raziskave in preverjanja zaznave ter razpoznave obraza z radarjem in s Kinectom. The master's thesis describes and presents the process of face detection and recognition using radar and lidar techniques. The first part describes the operation of the radar and presents the procedures for placing targets in the visible area of the radar and processing signals to obtain the final image. The second part shows the process of capturing images of perceived faces with Kinect and training of the model with Siamese neural network for face recognition. The conclusion presents the results of research and verification of face detection and recognition with radar and Kinect. Frekvenčno moduliran radar s kontinuiranim signalom radar z umetno odprtino MATLAB Kinect zaznava in razpoznava obraza Siamska nevronska mreža Frequency modulated continuous wave radar Synthetic aperture radar MATLAB Kinect Face detection and recognition Siamese neural network true true false [A. Jahiri] Slovenski jezik Angleški jezik Magistrsko delo/naloga 2021-08-27 12:13:11 2021-10-18 08:34:18 2022-08-09 22:24:44 0000-00-00 00:00:00 2021 0 Maribor 0 Maribor IX, 97 str. 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 621.396:004.93\'1(043.2) 89845251 MAG_Jahiri_Arben_2021.pdf MAG_Jahiri_Arben_2021.pdf 1 12C212328BB531F39D7D2203A2A2D0F1 ce5dd23c8ebf908ecfa9326bd7a591ae89e858abc22c71f7e8267e5f0ca7a803 91e8a566-20fa-11ec-a276-00155d000105 20.500.12556/dkum/b46356ef-0beb-45fa-8f73-7ff79e05172c https://dk.um.si/Dokument.php?lang=slv&id=154639 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0