Digital close-range stereo image matching based on digital parallax model and improved SIFT feature

Acta Geodaetica et Cartographica Sinica

Volumn 39, Issue 6, 2010, Pages 624-630

  Zhang, Ka ^a   Sheng, Yehua ^a   Ye, Chun ^a  

^a Nanjing Normal University   (China)

Author keywords

Close range stereo photogrammetry; Digital parallax model; Epipolar line; Image matching; Sift feature

Indexed keywords

ACCURACY ASSESSMENT; ALGORITHM; CALIBRATION; COMPUTER SIMULATION; DIGITAL IMAGE; DIGITAL PHOTOGRAMMETRY; IMAGE ANALYSIS; IMAGE RESOLUTION; NUMERICAL MODEL; PARAMETERIZATION; PRECISION; STEREO IMAGE;

CALIBRATION DATA; CLOSE RANGE PHOTOGRAMMETRY; COMPUTATION MODEL; CONJUGATE POINTS; EPIPOLAR LINE; LOCAL STRUCTURE; MATCHING ERROR; MATCHING SPEED; PARALLAX MODELS; SIFT FEATURE; SIMILARITY MEASURE; STEREO-IMAGE; STEREOPHOTOGRAMMETRY;

ALGORITHMS; ASTROPHYSICS; GEOMETRICAL OPTICS; PHOTOGRAMMETRY;

IMAGE MATCHING;

EID: 78651456324     PISSN: 10011595     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (19)

1. ATALLAH M J. Faster Image Template Matching in the Sum of the Absolute Value of Differences Measure [J]. IEEE Transactions on Image Processing, 2001, 10 (4): 659-663.
2. SHAMIR L. A Proposed Stereo Matching Algorithm for Noisy Sets of Color Images[J]. Computers &- Geosciences, 2007, 33 (8): 1052-1063.
3. JIANG Wanshou, ZHENG Shunyi, ZHANG Zuxun, et al. Feature-based Image Mathcing for Aerial Images[J]. Geomatics and Information Science of Wuhan University,2003, 28 (5): 510-513.
4. ANSARI M E, MASMOUDI L, BENSRHAIR A. A New Regions Matching for Color Stereo Images [J]. Pattern Recognition Letters, 2007, 28 (13): 1679-1687.
5. ZULIANI M, BERTELLI L, KENNEY C S, et al. Drums, Curve Descriptors and Affine Invariant Region Matching [J]. Image and Vision Computing, 2008, 26 (3): 347-360.
6. JI Hua, WU Yuanhao, SUN Honghai, et al. SIFT Feature Matching Algorithm with Global Information [J]. Optics and Precision Engineering, 2009, 17 (2): 439-444.
7. DUFOURNAUD Y, SCHMID C, HORAUD R. Image Matching with Scale Adjustment[J]. Computer Vision and Image Understanding, 2004, 93 (2): 175-194.
8. CHEN Ying, LIN Yi. Image Matching and Translation Based on Lifting Scheme Wavelet [J]. Acta Geodaetica et Cartographica Sinica, 2006, 35 (1): 19-23.
9. ZHOU J, SHI J Y. A Robust Algorithm for Feature Point Matching [J]. Computers &. Graphics, 2002 (26): 429-436.
10. ZHANG K, SHENG Y H, LI Y Q, et al. Image Matching for Digital Close-range Stereo Photogrammetry Based on Constraints of Delaunay Triangulated Network and Epipolar-line[C] // Proceedings of SPIE, Geoinformatics 2006. Wuhan:[s.n.], 2006.
11. ZHU Qing, WU Bo, ZHAO Jie. A Reliable Image Matching Method Based on Self-adaptive Triangle Constraint [J]. Chinese Journal of Computers, 28(10): 1734-1738.
12. CHANG J Y, LEE K M, LEE S U. Stereo Matching Using Iterative Reliable Disparity Map Expansion in the Colorspatial-disparity Space[J]. Pattern Recognition, 2007, 40 (12): 3705-3713.
13. ZHU Q, WU B, TIAN Y X. Propagation Strategies for Stereo Image Matching Based on the Dynamic Triangle Constraint [J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2007, 62 (4): 295-308.
14. LI Zhilin, ZHU Qing. Digital Elevation Model [M]. Wuhan: Wuhan University Press, 2003: 78-81.
15. ZHANG Zuxun, ZHANG Jianqing. Digital Photogrammetry[M]. Wuhan: Wuhan University Press, 1997: 180-186.
16. LOWED G. Distinctive Image Features from Scale-invariant Feature Transform[J]. International Journal of Computer Vision, 2004, 60 (2): 91-110.
17. MIKOLAJCZYK K, SCHMID C. A Performance Evaluation of Local Descriptors [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005, 27 (10): 1615-1630.
18. STEPHEN S, LOWE D G, LITTLE J J. Vision-based Global Localization and Mapping for Mobile Robots [J]. IEEE Transactions on Robotics, 2005, 21 (3): 364-375.
19. LI Xiaoming, ZHENG Lian, HU Zhanyi. SIFT Based Automatic Registration of Remotely-sensed Imagery [J]. Journal of Remote Sensing, 2006, 10 (6): 885-892.