The Research of Depth Discontinuity Detection Using Adaptive DIP

作者: Gil-Ja So , Sang-Hyun Kim

DOI: 10.14257/AJMAHS.2015.06.26

关键词:

摘要: Depth discontinuities are the layers of world and is used to track object, image retrieval, evaluation 3D visual fatigue. To extract depth from disparity map, we adopt DIP operator that difference inverse probabilities for extracting sketch features contain valleys edges in 2D image. However, needs a threshold determine this user interaction. In paper, propose method extracts without interaction using learned threshold. We with Middlebury maps made decide

参考文章(12)
D. Scharstein, R. Szeliski, High-accuracy stereo depth maps using structured light computer vision and pattern recognition. ,vol. 1, pp. 195- 202 ,(2003) , 10.1109/CVPR.2003.1211354
Stan Birchfield, Carlo Tomasi, Depth Discontinuities by Pixel-to-Pixel Stereo International Journal of Computer Vision. ,vol. 35, pp. 269- 293 ,(1999) , 10.1023/A:1008160311296
P.-S. Toh, A.K. Forrest, Occlusion detection in early vision international conference on computer vision. pp. 126- 132 ,(1990) , 10.1109/ICCV.1990.139509
James J. Little, Walter E. Gillett, Direct evidence for occlusion in stereo and motion Image and Vision Computing. ,vol. 8, pp. 328- 340 ,(1991) , 10.1016/0262-8856(90)80009-I
Stanley Thomas Birchfield, Carlo Tomasi, Antony Fraser-smith, Depth and motion discontinuities ,(1999)
Andreas Geiger, Martin Roser, Raquel Urtasun, Efficient large-scale stereo matching asian conference on computer vision. pp. 25- 38 ,(2010) , 10.1007/978-3-642-19315-6_3
Y.-J. Ryoo, N.-C. Kim, Valley operator for extracting sketch features: DIP Electronics Letters. ,vol. 24, pp. 461- 463 ,(1988) , 10.1049/EL:19880312
Liang Wang, Miao Liao, Minglun Gong, Ruigang Yang, David Nister, High-Quality Real-Time Stereo Using Adaptive Cost Aggregation and Dynamic Programming international symposium on 3d data processing visualization and transmission. pp. 798- 805 ,(2006) , 10.1109/3DPVT.2006.75
Daniel Scharstein, Chris Pal, Learning Conditional Random Fields for Stereo computer vision and pattern recognition. pp. 1- 8 ,(2007) , 10.1109/CVPR.2007.383191
Young Deok Chun, Sang Yong Seo, Nam Chul Kim, Image retrieval using BDIP and BVLC moments IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 13, pp. 951- 957 ,(2003) , 10.1109/TCSVT.2003.816507