DocumentCode
1880391
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
fYear
2011
fDate
24-29 July 2011
Firstpage
957
Lastpage
960
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location
Vancouver, BC
ISSN
2153-6996
Print_ISBN
978-1-4577-1003-2
Type
conf
DOI
10.1109/IGARSS.2011.6049291
Filename
6049291
Link To Document