Digital Image Correlation Method Based on Dense Feature Matching

Fangxi Tan; Shide Xiao; Shengyao Li; Liangjun Zhou

doi:10.3788/LOP202158.1612001

[1] Ye P, Zhang M, Ma W L et al. Improved climbing algorithm for digital image correlation displacement measurements[J]. Laser & Optoelectronics Progress, 57, 021506(2020).

[2] Gu G Q, Wang K F, Xu X. Measurement of in-plane micro-rotations and rotation-center location of a rigid body by using digital image correlation[J]. Chinese Journal of Lasers, 39, 0108004(2012).

[3] Pan B, Wu D F, Xie H M et al. Spatial-gradient-based digital volume correlation technique for internal deformation measurement[J]. Acta Optica Sinica, 31, 0612005(2011).

[4] Wu R, Liu Y, Zhou J M et al. Full-field strain measurement of rotating object using digital image correlation[J]. Acta Optica Sinica, 40, 1312005(2020).

[5] Du J X, Zhao J Q, Wang H T et al. Regularized global digital image correlation method for crack tip deformation field measurement[J]. Acta Optica Sinica, 40, 1112001(2020).

[6] Li K Q, Zhu D, Tong X X. Digital speckle correlation method based on improved curved surface fitting method[J]. Laser & Optoelectronics Progress, 55, 051001(2018).

[7] Pan B, Xie H M, Dai F L. An investigation of sub-pixel displacements registration algorithms in digital image correlation[J]. Chinese Journal of Theoretical and Applied Mechanics, 39, 245-252(2007).

[8] Gao Y D, Liu R M, Wang H M. Affine-transform-based Newton-Raphson algorithm for videoly measuring blade deformation[J]. Journal of Vibration, Measurement & Diagnosis, 33, 432-436, 526(2013).

[9] Pan B, Li K, Tong W. Fast, robust and accurate digital image correlation calculation without redundant computations[J]. Experimental Mechanics, 53, 1277-1289(2013).

[10] Rong W X, Qian X F, Liu B. Algorithm of in-plane displacement measured by speckle photography based on phase of Fourier transform[J]. Laser Technology, 41, 473-478(2017).

[11] Zhang Z F, Kang Y L, Wang H W et al. A novel coarse-fine search scheme for digital image correlation method[J]. Measurement, 39, 710-718(2006).

[12] Du Y Z, Wang X B. Digital image correlation method based on particle swarm optimization algorithm without subpixel interpolation[J]. Computer Engineering and Applications, 48, 200-204, 228(2012).

[13] Liu Y, Xiao S D, Zhang R et al. Initial estimation of digital image correlated deformation based on genetic algorithms[J]. Laser Technology, 44, 130-135(2020).

[14] Zhang H J, Li G H, Liu C et al. Reliable initial guess based on SURF feature matching in digital image correlation[J]. Acta Optica Sinica, 33, 1112005(2013).

[15] Zhu T T, Fu Z N, Zhang M et al. Initial value estimation of digital image correlation method in deformation measurement based on feature matching[J]. Laser & Optoelectronics Progress, 57, 181012(2020).

[16] Lowe D G. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision, 60, 91-110(2004). http://doi.ieeecomputersociety.org/resolve?ref_id=doi:10.1023/B:VISI.0000029664.99615.94&rfr_id=trans/tp/2008/10/ttp2008101683.htm

[17] Bay H, Ess A, Tuytelaars T et al. Speeded-up robust features (SURF)[J]. Computer Vision and Image Understanding, 110, 346-359(2008).

[18] Alcantarilla P F, Bartoli A, Davison A J. KAZE features[M]. //Fitzgibbon A, Lazebnik S, Perona P, et al. Computer vision-ECCV 2012. Lecture notes in computer science, 7577, 214-227(2012).

[19] Alcantarilla P, Nuevo J, Bartoli A. Fast explicit diffusion for accelerated features in nonlinear scale spaces[C]. //Procedings of the British Machine Vision Conference 2013, September 9-13, 2013, Bristol, UK., 131-142(2013).

[20] Yang W, Dong H W, Liu L. Stereo matching algorithm based on combination of SIFT and Daisy descriptor[J]. Computer Engineering and Applications, 50, 147-150, 165(2014).

[21] Bian J W, Lin W Y, Matsushita Y et al. GMS: grid-based motion statistics for fast, ultra-robust feature correspondence[C]. //2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA, 2828-2837(2017).

[22] Su Y, Zhang Q C, Wu X P. Progress in digital image correlation method[J]. Scientia Sinica (Physica,Mechanica & Astronomica), 48, 29-53(2018).

[23] Su Y. Manual of light painting[EB/OL]. (2020-08-20)[2020-10-20]. http://staff.ustc.edu.cn/~suyong/xian.html.