Topological Structure-Guided Outlier Removal Algorithm for Remote Sensing Image Matching

Wei Yang; Jinshan Cao; Huan Zhang; Xiangyang Zhou

doi:10.3788/LOP202259.1828002

[1] Lin W Y, Wang F, Cheng M M et al. CODE: coherence based decision boundaries for feature correspondence[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40, 34-47(2018).

[2] Jia D, Zhu N D, Yang N H et al. Image matching methods[J]. Journal of Image and Graphics, 24, 677-699(2019).

[3] Fischler M A, Bolles R C. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography[M]. Readings in computer vision, 726-740(1987).

[4] Hartley R, Zisserman A[M]. Multiple view geometry in computer vision, 22-28(2003).

[5] Myatt D R, Torr P H S, Nasuto S J et al. NAPSAC: high noise, high dimensional robust estimation-it’s in the bag[C], 44.1-44.10(2002).

[6] Chum O, Matas J. Matching with PROSAC-progressive sample consensus[C], 220-226(2005).

[7] Ni K, Jin H L, Dellaert F. GroupSAC: efficient consensus in the presence of groupings[C], 2193-2200(2009).

[8] Chum O, Matas J, Kittler J. Locally optimized RANSAC[M]. Michaelis B, Krell G. Pattern recognition. Lecture notes in computer science, 2781, 236-243(2003).

[9] Barath D, Matas J. Graph-cut RANSAC[C], 6733-6741(2018).

[10] Li J Y, Hu Q W, Ai M Y. Robust feature matching for geospatial images via an affine-invariant coordinate system[J]. The Photogrammetric Record, 32, 317-331(2017).

[11] Ma J Y, Zhou H B, Zhao J et al. Robust feature matching for remote sensing image registration via locally linear transforming[J]. IEEE Transactions on Geoscience and Remote Sensing, 53, 6469-6481(2015).

[12] Wang Y P, Qin A N, Hao Q et al. Semi-global stereo matching of remote sensing images combined with speeded up robust features[J]. Acta Optica Sinica, 40, 1628003(2020).

[13] Aguilar W, Frauel Y, Escolano F et al. A robust graph transformation matching for non-rigid registration[J]. Image and Vision Computing, 27, 897-910(2009).

[14] Izadi M, Saeedi P. Robust weighted graph transformation matching for rigid and nonrigid image registration[J]. IEEE Transactions on Image Processing, 21, 4369-4382(2012).

[15] Meng F Y, Li X, Pei J H. A feature point matching based on spatial order constraints bilateral-neighbor vote[J]. IEEE Transactions on Image Processing, 24, 4160-4171(2015).

[16] Ma J Y, Ma Y, Zhao J et al. Image feature matching via progressive vector field consensus[J]. IEEE Signal Processing Letters, 22, 767-771(2015).

[17] Wang Y H, Tang Z T, Zhong M Z et al. Image matching algorithm for fast scale-invariant feature transformation based on mask search[J]. Laser & Optoelectronics Progress, 58, 0410010(2021).

[18] Ma J Y, Zhao J, Jiang J J et al. Locality preserving matching[J]. International Journal of Computer Vision, 127, 512-531(2019).

[19] Chen E X, Li Z Y, Tian X et al. Application of scale invariant feature transformation to SAR imagery registration[J]. Acta Automatica Sinica, 34, 861-868(2008).

[20] Yang Q N, Ma T L, Yang C K et al. RANSAC image matching algorithm based on optimized sampling[J]. Laser & Optoelectronics Progress, 57, 101104(2020).