Abstract
This paper establishes a man-machine cooperation system to extract hidden shooting location information from the image data. The system extracts shadow position information (such as the estimated distance between the camera and the object) with the help of humans. Camera Imaging Model (CIM) is created with the knowledge of earth astronomy. This model maps latitude, longitude, and date factors to shadow space. Solar Projection Model (SPM) is established with the pinhole imaging principle. In the shadow space, a swarm intelligence algorithm, fish swarm algorithm, is used to minimizes the location error. The results show that the system can achieve effective extraction of picture depth information. Our algorithm can reduce the solution error to less than 20 km within 30 s.
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References
Beckman, J.: Comparative Legal Approaches to Homeland Security and Anti-terrorism. Routledge, Abingdon (2007)
Goodfellow, I.J., Bengio, Y., Courville, A.: Deep learning. Nature 521(7553), 436 (2017)
He, D., Hong, Y.: An improved Tabu search algorithm based on grid search used in the antenna parameters optimization. Math. Problems Eng. 2015, 1–8 (2015)
Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: IEEE International Conference on Neural Networks - Conference Proceedings, vol. 4, pp. 1942–1948 (1995)
Kumar, L., Skidmore, A.K., Knowles, E.: Research article modelling topographic variation in solar radiation in a GIS environment. World 11(5), 475–497 (1997)
Munk, W.H., MacDonald, G.J.F.: The rotation of the earth: a geophysical discussion. The rotation of the earth: a geophysical discussion. In: Munk, W.H., MacDonald, G.J.F. (eds.) First Published 1960, 19+ 323 p. Cambridge University Press, Cambridge (1975)
Potmesil, M., Chakravarty, I.: A lens and aperture camera model for synthetic image generation. ACM SIGGRAPH Comput. Graph. 15(3), 297–305 (1981)
Pythaloka, D., Wibowo, A.T., Sulistiyo, M.D.: Artificial fish swarm algorithm for job shop scheduling problem. In: 2015 3rd International Conference on Information and Communication Technology (ICoICT), pp. 439–444. IEEE (2015)
Qiu, M., Ming, Z., Li, J., Gai, K., Zong, Z.: Phase-change memory optimization for green cloud with genetic algorithm. IEEE Trans. Comput. 64(12), 3528–3540 (2015)
Sturm, P.: Pinhole camera model. In: Ikeuchi, K. (ed.) Computer Vision, pp. 610–613. Springer, Heidelberg (2014). https://doi.org/10.1007/978-0-387-31439-6
Tang, W., Shi, Z., Wu, Y.: Regularized simultaneous forward – backward greedy algorithm for sparse unmixing of hyperspectral data. IEEE Trans. Geosci. Remote Sens. 52(9), 5271–5288 (2014)
Vacca, J.: Computer Forensics: Computer Crime Scene Investigation. Charles River Media Inc., Wilmington (2005)
Varkey, P., Tan, N.C., Girotto, R., Tang, W.R., Liu, Y.T., Chen, H.C.: A picture speaks a thousand words: the use of digital photography and the internet as a cost-effective tool in monitoring free flaps. Ann. Plast. Surg. 60(1), 45–48 (2008)
Wu, L., Cao, X.: Geo-location estimation from two shadow trajectories. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 114, no. 8, pp. 585–590 (2010)
Xiao, L.I., Yun, X.U.E., Fei, L.U., Guo, T.: Parameter estimation method based 2 on artificial fish school algorithm. J. Shan Dong Univ. 34(60104009), 84–87 (2004)
Zang, Z., Xu, L., Li, J., Wang, H., Kang, X.: Video location positioning study based on two steps greedy algorithm. In: International Conference on Applied Mathematics, Simulation and Modelling (2016)
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Zang, Z., Wang, W., Lu, L., Zhao, Y. (2018). Fish Swarm Based Man-Machine Cooperative Photographing Location Positioning Algorithm. In: Luo, Y. (eds) Cooperative Design, Visualization, and Engineering. CDVE 2018. Lecture Notes in Computer Science(), vol 11151. Springer, Cham. https://doi.org/10.1007/978-3-030-00560-3_36
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