Laser & Optoelectronics Progress, Volume. 58, Issue 24, 2410001(2021)
Microscopic Image Mosaic Algorithm Using Improved Optical Flow Method
[1] Adel E, Elmogy M, Elbakry H. Image stitching based on feature extraction techniques: a survey[J]. International Journal of Computer Applications, 99, 1-8(2014).
[2] Han J F, Zhang Y. Research on stitching algorithm based on UAV based on aerial photography[J]. Laser & Optoelectronics Progress, 57, 201003(2020).
[3] Yang S, Kang K X, Ma F. Image matching algorithm based on gradient information descriptor[J]. Laser & Optoelectronics Progress, 57, 141022(2020).
[4] Kuglin C D, Hines D C. The phase correlation image alignment method++[J]. Proceedings of International Conference Cybernetics Society, 163-165(1975).
[5] Chen Q S, Defrise M, Deconinck F. Symmetric phase-only matched filtering of Fourier-Mellin transforms for image registration and recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 16, 1156-1168(1994).
[6] Cooper M C. Formal hierarchical object models for fast template matching[J]. The Computer Journal, 32, 351-361(1989).
[7] Tsai C J, Galatsanos N P, Katsaggelos A K. Optical flow estimation from noisy data using differential techniques[C]. //1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258), March 15-19, 1999, Phoenix, AZ, USA., 3393-3396(1999).
[8] Bereziat D, Herlin I, Younes L. A generalized optical flow constraint and its physical interpretation[C]. //Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662), June 15-15, 2000, Hilton Head, SC, USA, 487-492(2000).
[9] Xu G F, Zeng J C, Liu X X. Visual odometer based on optical flow method and feature matching[J]. Laser & Optoelectronics Progress, 57, 201501(2020).
[11] Bouguet J Y. Pyramidal implementation of the affine lucas kanade feature tracker description of the algorithm[J]. Intel Corporation, 5, 1-9(2001).
Get Citation
Copy Citation Text
Qing Chen, Haiyang Zhou, Feihong Yu. Microscopic Image Mosaic Algorithm Using Improved Optical Flow Method[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2410001
Category: Image Processing
Received: Dec. 11, 2020
Accepted: Feb. 12, 2021
Published Online: Nov. 24, 2021
The Author Email: Feihong Yu (feihong@zju.edu.cn)