Enhancement of Rotated Face Detection and Image Duplication Methods

Pattern detection plays an important role in digital image. Scale invariant feature transform (SIFT) for image duplication method and face detection has been successfully applied in real world problem. However, the face detection method is limited to rotation invariant and SIFT method is limited to the speed performance. In order to overcome the issue above, this paper proposed enhancement of SIFT for image duplication detection and rotation invariant face detection into pattern detection method. The comparison result of the experiment shows that proposed solutions are better performance.

[1]  Xuelong Li,et al.  GA-SIFT: A new scale invariant feature transform for multispectral image using geometric algebra , 2014, Inf. Sci..

[2]  Wei Li,et al.  Signal Processing: Image Communication , 2013 .

[3]  Jing-Ming Guo,et al.  Duplication forgery detection using improved DAISY descriptor , 2013, Expert Syst. Appl..

[4]  Ning Ye,et al.  A GPU-based Affine and Scale Invariant Feature Transform Algorithm , 2013 .

[5]  Sun-Young Hwang,et al.  An improved Haar-like feature for efficient object detection , 2014, Pattern Recognit. Lett..

[6]  Kar-Ann Toh,et al.  Face detection based on skin color likelihood , 2014, Pattern Recognit..

[7]  Pengpeng Zhao,et al.  A Comparative Study of SIFT and its Variants , 2013 .

[8]  Guizhong Liu,et al.  An improvement to the SIFT descriptor for image representation and matching , 2013, Pattern Recognit. Lett..

[9]  Junjie Yan,et al.  Face detection by structural models , 2014, Image Vis. Comput..

[10]  Yong Man Ro,et al.  Rotation and flipping robust region binary patterns for video copy detection , 2014, J. Vis. Commun. Image Represent..

[11]  Gamini Dissanayake,et al.  L2-SIFT: SIFT feature extraction and matching for large images in large-scale aerial photogrammetry , 2014 .

[12]  Thomas C. Jepsen The basics of reliable distributed storage networks , 2004, IT Professional.

[13]  Jun Yang,et al.  Rotated Face Detection Using AdaBoost , 2010, 2010 2nd International Conference on Information Engineering and Computer Science.

[14]  T. C. Jepson The basics of reliable distributed storage networks , 2004 .

[15]  Paul A. Viola,et al.  Robust Real-Time Face Detection , 2001, International Journal of Computer Vision.

[16]  Matthijs C. Dorst Distinctive Image Features from Scale-Invariant Keypoints , 2011 .

[17]  Richard A. Golding,et al.  Reliability for Networked Storage Nodes , 2011, IEEE Trans. Dependable Secur. Comput..