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Photobook generation algorithms

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Abstract

Photobooks are comfortable and attractive solution for personal photo printing and storing. Photobook generation requires a lot of manual operations and takes a lot of time. Automation process will involve new users and allow making more photobooks. The algorithms should be quite fast, adjusted by user’s predilections and habits and ensure satisfied quality of work. We propose several adaptive photobook generation algorithms: photo quality recognition based on active learning, event-aware photo grouping, attractive photos selection, automatic photos layout through photobook pages, collage generation. We also suggest approaches to algorithms adjustment by user preferences on-the-fly.

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References

  1. M. A. Egorova and V. E. Litvinov, “Investigation of Recursive and Separable Implementation of Non-Local Means Filter,” in Proc. DSPA (Moscow, 2009), Vol. 2, pp. 427–430.

    Google Scholar 

  2. M. A. Egorova, A. B. Murynin, and I. V. Safonov, “An Improvement of Face Detection Algorithm for Color Photos,” Pattern Recogn. Image Anal.: Adv. Math. Theory Appl. 19(4), 634–640 (2009).

    Article  Google Scholar 

  3. M. Egorova and I. Safonov, “Selection Photos for Album Building Application,” in Proc. Int. Conf. on Pattern Recognition (Istambul, 2010), pp. 3256–3259.

  4. M. Egorova, I. Safonov, and N. Korobkov, “Collage for Cover of PhotoBook,” in Proc. GRAPHICON-2008 (Moscow, 2008), pp. 160–163.

  5. P. Heckbert, “Color Image Quantization for Frame Buffer Display,” in SIGGRAPH-1982 (ACM Press, 1982), pp. 297–307.

  6. L. Itti, C. Koch, and E. Niebur, “A Model of Saliency-Based Visual Attention for Rapid Scene Analysis,” IEEE Trans. Pattern Anal. Mach. Intel. 20(11), 1254–1259 (1998).

    Article  Google Scholar 

  7. M. Ma and J. K Guo, “Automatic Image Cropping for Mobile Device with Built-in Camera,” in Proc. Consumer Communication & Networking Conf. (Paris, 2004), pp. 710–711.

  8. E. Potapova, M. Egorova, and I. Safonov, “Automatic Photo Selection for Media and Entertainment Applications,” GRAPHICON-2009 (Moscow, 2009), pp. 117–124.

  9. C. Rother, L. Bordeaux, Y. Hamadi, and A. Blake, “Autocollage,” ACM Trans. Graph., SIGGRAPH-2006 25, 847–852 (2006).

    Article  Google Scholar 

  10. I. V. Safonov, M. N. Rychagov, K. M. Kang, and S. H. Kim, “Automatic Red Eye Correction and Its Quality Metric,” Electr. Imaging, Proc. SPIE 6807 (2008).

  11. I. V. Safonov, M. N. Rychagov, K. M. Kang, and S. H. Kim, “Adaptive Sharpening of Photos,” Electr. Imaging, Proc. SPIE 6807 (2008).

  12. P. Sandhaus, S. Thieme, and S. Boll, “Processes of Photo Book Production,” Multimed. Syst. 14, 351–357 (2008).

    Article  Google Scholar 

  13. B. Settles, “Active Learning Literature Survey,” TR 1648 (Univ. Wisconsin, 2010).

  14. F. Stentiford, “Attention Based Auto Image Cropping,” in Proc. 5th Int. Conf. Computer Vision Systems (Bielefeld, 2007).

  15. D. Tretter, J. Liu, X. Zhang, Y. Gao, B. Atkins, H. Chao, J. Xiao, P. Wu, and Q. Lin, “Multimedia Experience on Web-Connected CE Devices,” HP Labs Tech. Report no. HPL-2010-48-2010.

  16. W. Wang, P. Teo, and R. Muzzolini, “Automatic Digital Photo-Book Making System,” Electron. Imaging 7540 (2010).

  17. X. Zhang, Y. Gao, B. Atkins, P. Cheatle, J. Xiao, H. Chao, P. Wu, D. Tretter, D. Slatter, A. Carter, R. Penny, and C. Willis, “AutoPhotobook: Using Technology to Streamline Photobook Creation,” Electron. Imaging 7540 (2010).

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Correspondence to M. A. Egorova.

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Egorova, M.A., Safonov, I.V. Photobook generation algorithms. Pattern Recognit. Image Anal. 21, 477–480 (2011). https://doi.org/10.1134/S1054661811020295

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