TY - GEN
T1 - Pose estimation based on exploration of geometrical information in SAR images
AU - Jiang, Yicheng
AU - Zhao, Xiaohui
AU - Zhang, Yun
AU - Hu, Bin
AU - Zhuang, Yuan
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/6/3
Y1 - 2016/6/3
N2 - Pose normalization is beneficial for improving the accuracy of Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR). In fact, pose normalization can be achieved by rotating the given images according to the estimated pose of the target of interest. However, the partial defect targets in SAR images caused by the shadow effect affects the accuracy of pose estimation. This paper proposes a pose estimation method based on the exploration of the geometrical information of the target of interest in SAR images. The proposed method is evaluated with the moving and stationary target acquisition and recognition (MSTAR) public release dataset. Experimental results verify the effectiveness of the proposed method.
AB - Pose normalization is beneficial for improving the accuracy of Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR). In fact, pose normalization can be achieved by rotating the given images according to the estimated pose of the target of interest. However, the partial defect targets in SAR images caused by the shadow effect affects the accuracy of pose estimation. This paper proposes a pose estimation method based on the exploration of the geometrical information of the target of interest in SAR images. The proposed method is evaluated with the moving and stationary target acquisition and recognition (MSTAR) public release dataset. Experimental results verify the effectiveness of the proposed method.
UR - https://www.scopus.com/pages/publications/84978225104
U2 - 10.1109/RADAR.2016.7485084
DO - 10.1109/RADAR.2016.7485084
M3 - 会议稿件
AN - SCOPUS:84978225104
T3 - 2016 IEEE Radar Conference, RadarConf 2016
BT - 2016 IEEE Radar Conference, RadarConf 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 IEEE Radar Conference, RadarConf 2016
Y2 - 2 May 2016 through 6 May 2016
ER -