Title :
Recognition of target in through wall imaging using shape feature extraction
Author :
Gaikwad, Abhay N. ; Singh, Dharmendra ; Nigam, M.J.
Author_Institution :
Dept. of Electron. & Comput. Eng., Indian Inst. of Technol., Roorkee, India
Abstract :
This paper presents a novel shape recognition approach for analysis of through wall images. The developed algorithm consists of image formation, processing for image enhancement, feature extraction and shape recognition. In this paper, ultra wideband step frequency continuous wave (SFCW) radar is used to collect C-scan data from which images are obtained to give the approximate shapes of target. Results on experimental data show that the proposed algorithm exhibits promising performances both in terms of target detection and recognition.
Keywords :
CW radar; feature extraction; image enhancement; radar target recognition; shape recognition; C-scan data; image enhancement; image formation; image processing; shape feature extraction; shape recognition; target detection; target recognition; target shape; ultra wideband step frequency continuous wave radar; wall imaging; Feature extraction; Image recognition; Imaging; Radar imaging; Shape; Target recognition; C-scan; feature extraction; neural network; shape recognition;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6049291