Real-Time Image Fusion Monitoring System: Problems and Solutions
Barbara Putz , Michał Bartyś , Adrian Antoniewicz , Jan Klimaszewski , Marcin Kondej , Maciej Wielgus
AbstractThe paper presents complete real-time image fusion system intended for supervisory and monitoring purposes in mobile appliances. The system is equipped with an optoelectronic head containing two multiband image sensors: TV and IR (infrared). System structure as well as searching process of the efficient, real-time image processing algorithms are briefly described. Principally, image registration is based on the hybrid approach (edge extraction and phase correlation). The image fusion method can be chosen according to operator demands between Laplacian pyramid and FABEMD decomposition. Real-time multispectral video signals processing is performed by application of custom hardware solution based on a single FPGA chip. This allows for implementing fast paralleled and pipelined processing flow. The system hardware is also presented in this paper.
|Publication size in sheets||0.5|
|Book||Choraś Ryszard S. (eds.): Image Processing and Communications Challenges 4, Advances in Intelligent Systems and Computing, vol. 184, part 1, 2013, Heidelberg New York Dordrecht London, Springer-Verlag, ISBN 978-3-642-32383-6, 311 p., DOI:10.1007/978-3-642-32384-3|
|Keywords in English||Artificial Intelligence (incl. Robotics), Communications Engineering, Networks, Computational Intelligence, Image Processing and Computer Vision, Signal, Image and Speech Processing|
|Score||= 5.0, 30-12-2019, MonographChapterAuthor|
|Publication indicators||= 2; = 6.0|
|Citation count*||7 (2020-09-15)|
* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.