Single Shot Detector for Detecting Clickable Object in Mobile Device Screen |
Jo, Min-Seok
(고려대학교 전기전자공학과)
Chun, Hye-won (고려대학교 전기전자공학과) Han, Seong-Soo (강원대학교 자유전공학부) Jeong, Chang-Sung (고려대학교 전자공학과) |
1 | W. Liu, D. Anguelov, D. Erhan, C. Szegedy, S. Reed, C. Y. Fu, and A. C. Berg, "SSD: Single shot multibox detector," in Proceedings of the European Conference on Computer Vision, Amsterdam, pp.21-37, 2016. |
2 | K. He, X. Zhang, S. Ren, and J. Sun, "Deep resudual learning for image recognition," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Nevada, pp.770-778, 2016. |
3 | A. Newell, K. Yang, and J. Deng, "Stacked hourglass networks for human pose estimation," in Proceedings of the European Conference on Computer Vision, Amsterdam, pp.483-499, 2016. |
4 | Y. Gao, O. Beijbom, N. Zhang, and T. Darrell, "Compact bilinear pooling," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Nevada, pp.317-326, 2016 |
5 | M. Everingham, L. V. Gool, C. K. I. Williams, J. Winn, and A. Zisserman, "The pascal visual object classes (VOC) challenge," International Journal of Computer Vision, Vol.88, No.2, pp.303-338, 2010. DOI |
6 | S. Ren, K. He, R. Girshick, and J. Sun, "Faster R-CNN: Towards real-time object detection with region proposal networks," in Proceedings of the Advances in Neural Information Processing Systems, Quebec, pp.91-99, 2015. |
7 | I. A. Salihu, R. Ibrahim, B. S. Ahmed, K. Z. Zamli, and A. Usman, "AMOGA: A static-dynamic model generation strategy for mobile apps testing," IEEE Access, Vol.7, pp.17158-17173, 2019. DOI |
8 | J. Hu, L. Shen, and G. Sun, "Squeeze-and-excitation networks," in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Utah, pp.7132-7141, 2018. |
9 | T. Y. Lin, P. Dollar, R. Girshick, K. He, B. Hariharan, and S. Belongie, "Feature Pyramid Networks for Object Detection," in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Honolulu, pp.2117-2125, 2017. |
10 | Y. Baek and D. Bae, "Automated model-based android GUI testing using multi-level GUI comparison criteria," in Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, Singapore, pp.238-249, 2016. |
11 | A. Usman, N. Ibrahim, and I. A. Salihu, "TEGDroid: Test case generation approach for android apps considering context and GUI events," International Journal on Advanced Science, Engineering and Information Technology, Vol.10, No.1, pp.16-23, 2020. DOI |
12 | R. Girshick, J. Donahue, T. Darrell, and J. Malik, "Rich feature hierarchies for accurate object detection and semantic segmentation," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Columbus, pp.580-587, 2014. |
13 | J. R. R. Uijlings, K. E. A. Van De Sande, T. Gevers, and A. W. M. Smeulders, "Selective search for object recognition," International Journal of Computer Vision, Vol.104, No.2, pp.154-171, 2013. DOI |
14 | R. Girshick, "Fast R-CNN," in Proceedings of the IEEE International Conference on Computer Vision, Santiago, pp.1440-1448, 2015. |
15 | K. Simonyan and A. Zisserman, "Very deep convolutional networks for large-scale image recognition," arXiv:1409.1556v6 [cs.CV] 10 Apr. 2015. |
16 | J. Redmon, S. Divvala, R. Girshick, and A. Farhadi, "You only look once: Unified, real-time object detection," in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Nevada, pp.779-788, 2016. |
17 | C.-Y. Fu, Wei Liu, Ananth Ranga, Ambrish Tyagi and Alexander C. Berg, "DSSD: Deconvolutional Single Shot Detector," arXiv:1701.06659v1 [cs.CV] 23 Jan. 2017. |