Active Sonar Classification Algorithm based on HOG Feature |
Shin, Hyunhak
(Department of Electrical Engineering, Korea University)
Park, Jaihyun (Department of Electrical Engineering, Korea University) Ku, Bonhwa (Department of Electrical Engineering, Korea University) Seo, Iksu (Sonar Systems PMO, Agency for Defense Development) Kim, Taehwan (Sonar Systems PMO, Agency for Defense Development) Lim, Junseok (Department of Defense Systems Engineering, Sejong University) Ko, Hanseok (Department of Electrical Engineering, Korea University) Hong, Wooyoung (Department of Defense Systems Engineering, Sejong University) |
1 | G. Ginolhac, J. Chanussot, and C. Hory, "Morphological and Statistical Approaches to Improve Detection in the Presence of Reverberation," IEEE Journal of Oceanic Engineering, Vol. 30, No. 4, pp. 881-899, 2005. DOI |
2 | M. Barkat and F. Soltani, "Cell-Averaging CFAR Detection in Compound Clutter with Spatially Correlated Texture and Speckle," IEE Proc. Radar Sonar and Navigation, Vol. 146, No. 6, pp. 279-284, 1999. |
3 | J. H. Shapiro and J. G. Thomas, "Performance of Split-Window Multipass-Mean Noise Spectral Estimators," IEEE Transactions on Aerospace and Electronic Systems, Vol, 36, No. 4, pp. 1360-1370, 2000. DOI |
4 | I. Seo and S. Kim, "Single Ping Clutter Reduction Algorithm Using Statistical Features of Peak Signal to Improve Detection in Active Sonar System," The Journal of the Acoustical Society of Korea, Vol. 34, No. 1, pp. 75-81, 2015. DOI |
5 | R. Bares et al., "Noise Estimation in Long-Range Matched-Filter Envelope Sonar Data," IEEE Journal of Oceanic Engineering, Vol. 35, No. 2, pp. 230-235, 2010. DOI |
6 | D. A. Abraham and P. L. Anthony, "Reliable Methods for Estimating the-Distribution Shape Parameter," IEEE Journal of Oceanic Engineering, Vol. 35, No. 2, pp. 288-301, 2010. DOI |
7 | J. R. Preston, and D. A. Abraham, "Statistical Analysis of Multistatic Echoes From a Shipwreck in the Malta Plateau," IEEE Journal of Oceanic Engineering, Vol. 40, No. 3, pp. 643-656, 2015. DOI |
8 | S. Amari and S. Wu, "Improving Support Vector Machine Classifiers by Modifying Kernel Functions," Neural Networks, Vol. 12, No. 6, pp. 783-789, July 1999. DOI |
9 | T. Kobayashi, "BFO Meets HOG: Feature Extraction based on Histograms of Oriented pdf Gradients for Image Classification," IEEE Conference on Computer Vision and Pattern Recognition, pp. 747-754, 2013. |
10 | H. Tan et al., "Face Recognition based on the Fusion of Global and Local HOG Features of Face Images," IET Computer Vision, Vol. 8, No. 3, pp. 224-234, 2014. DOI |
11 | V. Chamundeeswari et al., "An Analysis of Texture Measures in PCA-based Unsupervised Classification of SAR Images," IEEE Geoscience and Remote Sensing Letters, Vol. 6, No. 2, pp. 214-218, 2009. DOI |
12 | J. Gelb and W. O. Andrew, "Active Sonar Clutter Classification using Higher Order Moments," Proceedings of Meetings on Acoustics, Vol. 9, No. 1, 2015. |
13 | J. Seok, T. Kim, K. Bae, "Simulator for Active Sonar Target Recognition," The Journal of the Korea Institute of Information and Communication Engineering, Vol. 16, No. 10, pp. 2137-2142, 2012. DOI |