Scale and object aware image thumbnailing

International Journal of Computer Vision

Volumn 104, Issue 2, 2013, Pages 135-153

  Sun, Jin ^a   Ling, Haibin ^a  

^a Temple University   (United States)

Author keywords

Contrast sensitivity function; Image retargeting; Image thumbnailing; Seam carving; Thin plate spline; Thumbnail cropping

Indexed keywords

CONTRAST SENSITIVITY FUNCTION; IMAGE RETARGETING; IMAGE THUMBNAILING; SEAM CARVING; THIN PLATE SPLINE; THUMBNAIL CROPPING;

DATA PROCESSING; PLATES (STRUCTURAL COMPONENTS);

ALGORITHMS;

EID: 84881131067     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-013-0618-z     Document Type: Article

References (40)

1. Alexe, B.; Deselaers, T, Ferrari, V. (2012). Measuring the objectness of image windows. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(11), 2189-2202.
2. Avidan, S, Shamir, A. (2007). Seam carving for content-aware image resizing. ACM Transactions on Graphics, 26(3), 10.
3. Bookstein, F. (1989). Principal warps: thin-plate splines and the decomposition of deformations. IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(6), 567-585.
4. Chen, L. Q.; Xie, X.; Fan, X.; Ma, W. Y.; Zhang, H. J, Zhou, H. Q. (2003). A visual attention model for adapting images on small displays. Multimedia Systems, 9, 353-364.
5. Chen, R.; Freedman, D.; Karni, Z.; Gotsman, C, Liu, L. (2010). Content-aware image resizing by quadratic programming. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), (pp. 1-8).
6. Ding, Y.; Xiao, J.; Yu, J. (2011). Importance filtering for image retargeting. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (pp. 89-96).
7. El-Alfy, H.; Jacobs, D.; Davis, L. (2007). Multi-scale video cropping. Proceedings of the 15th International Conference on Multimedia, ACM, New York, MULTIMEDIA '07, (pp. 97-106).
8. Everingham, M.; Van Gool, L.; Williams, C.K.I.; Winn, J.; Zisserman, A. (2008). The PASCAL visual object classes challenge 2008 (VOC2008) results. http://www.pascal-network.org/challenges/VOC/voc2008/workshop/index.html. Accessed 18 Feb 2013.
9. Grundmann, M.; Kwatra, V.; Han, M, Essa, I. (2010). Discontinuous seam-carving for video retargeting. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (pp. 569-576).
10. Guo, Y.; Liu, F.; Shi, J.; Zhou, Z. H, Gleicher, M. (2009). Image retargeting using mesh parametrization. IEEE Transactions on Multimedia, 11(5), 856-867.
11. Itti, L.; Koch, C, Niebur, E. (1998). A model of saliency-based visual attention for rapid scene analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(11), 1254-1259.
12. Judd, T.; Durand, F, Torralba, A. (2011). Fixations on low-resolution images. Journal of Vision, 11(4), 1-20.
13. Karni, Z.; Freedman, D.; Gotsman, C. (2009). Energy-based image deformation. Proceedings of the Symposium on Geometry Processing, Eurographics Association, Aire-la-Ville, Switzerland, Switzerland, SGP '09, (pp. 1257-1268).
14. Kennedy, L.; van Zwol, R.; Torzec, N.; Tseng, B. (2011) Learning crop regions for content-aware generation of thumbnail images. Proceedings of the 1st ACM International Conference on Multimedia Retrieval, ACM, New York, ICMR '11, (pp. 30:1-30:8).
15. Kim, J. S.; Kim, J. H, Kim, C. S. (2009). Adaptive image and video retargeting technique based on fourier analysis. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (pp. 1730-1737).
16. Krähenbühl, P.; Lang, M.; Hornung, A, Gross, M. (2009). A system for retargeting of streaming video. ACM Transactions on Graphics, 28(5), 126:1-126:10.
17. Lam, H.; Baudisch, P. (2005). Summary thumbnails: Readable overviews for small screen web browsers. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, ACM, New York, CHI '05, (pp. 681-690).
18. Li, X.; Ling, H. (2009). Learning based thumbnail cropping. IEEE International Conference on Multimedia and Expo, (ICME 2009), (pp. 558-561).
19. Liu, F.; Gleicher, M. (2005). Automatic image retargeting with fisheye-view warping. Proceedings of the 18th annual ACM symposium on User interface software and technology, ACM, New York, UIST '05, (pp. 153-162).
20. Liu, F.; Gleicher, M. (2006). Region enhanced scale-invariant saliency detection. IEEE International Conference on Multimedia and Expo, (pp. 1477-1480).
21. Luo, Y.; Yuan, J.; Xue, P.; Tian, Q. (2010). Saliency density maximization for object detection and localization. Proceedings of the 10th Asian Conference on Computer vision: Volume Part III, ACCV'10, (pp. 396-408).
22. Mannos, J, Sakrison, D. (1974). The effects of a visual fidelity criterion of the encoding of images. IEEE Transactions on Information Theory, 20(4), 525-536.
23. Mansfield, A.; Gehler, P.; Van Gool, L.; Rother, C. (2010). Scene carving: scene consistent image retargeting. Proceedings of the 11th European Conference on Computer Vision: Part I, Springer-Verlag, Berlin, Heidelberg, ECCV'10, (pp. 143-156).
24. Marchesotti, L.; Cifarelli, C.; Csurka, G. (2009). A framework for visual saliency detection with applications to image thumbnailing. IEEE 12th International Conference on Computer Vision, (pp. 2232-2239).
25. Niu, Y.; Liu, F.; Li, X, Gleicher, M. (2012). Image resizing via non-homogeneous warping. Multimedia Tools Application, 56(3), 485-508.
26. Peli, E. (2001). Contrast sensitivity function and image discrimination. Journal of the Optical Society of America A, 18(2), 283-293.
27. Pritch, Y.; Kav-Venaki, E.; Peleg S. (2009). Shift-map image editing. IEEE 12th International Conference on Computer Vision, (pp. 151-158).
28. Rubinstein, M.; Shamir, A, Avidan, S. (2008). Improved seam carving for video retargeting. ACM Transactions on Graphics, 27(3), 16:1-16:9.
29. Rubinstein, M.; Shamir, A, Avidan, S. (2009). Multi-operator media retargeting. ACM Transactions on Graphics, 28(3), 23:1-23:11.
30. Rubinstein, M.; Gutierrez, D.; Sorkine, O.; Shamir, A. (2010a). A benchmark for image retargeting. http://people.csail.mit.edu/mrub/retargetme/.
31. Rubinstein, M.; Gutierrez, D.; Sorkine, O, Shamir, A. (2010b). A comparative study of image retargeting. ACM Transactions on Graphics, 29(6), 160:1-160:10.
32. Simakov, D.; Caspi, Y.; Shechtman, E, Irani, M. (2008). Summarizing visual data using bidirectional similarity. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (pp. 1-8).
33. Suh, B.; Ling, H.; Bederson, B.B.; Jacobs, D.W. (2003). Automatic thumbnail cropping and its effectiveness. Proceedings of the 16th Annual ACM Symposium on User Interface Software and Technology, ACM, New York, UIST '03, (pp. 95-104).
34. Sun, J.; Ling, H. (2011). Scale and object aware image retargeting for thumbnail browsing. IEEE International Conference on Computer Vision (ICCV), (pp. 1511-1518).
35. Van Nes, F. L, Bouman, M. A. (1967). Spatial modulation transfer in the human eye. Journal of the Optical Society of America, 57(3), 401-406.
36. Wang, Y, Zhu, S. C. (2008). Perceptual scale-space and its applications. International Journal of Computer Vision, 80(1), 143-165.
37. Wang, Y. S.; Tai, C. L.; Sorkine, O, Lee, T. Y. (2008). Optimized scale-and-stretch for image resizing. ACM Transactions on Graphics, 27(5), 118:1-118:8.
38. Wang, Y. S.; Lin, H. C.; Sorkine, O, Lee, T. Y. (2010). Motion-based video retargeting with optimized crop-and-warp. ACM Transactions on Graphics, 29, 90:1-90:9.
39. Wolf, L.; Guttmann, M.; Cohen-Or, D. (2007). Non-homogeneous content-driven video-retargeting. IEEE 11th International Conference on Computer Vision (ICCV), (pp. 1-6).
40. Wu, H.; Wang, Y. S.; Feng, K. C.; Wong, T. T.; Lee, T. Y, Heng, P. A. (2010). Resizing by symmetry-summarization. ACM Transactions on Graphics, 29(6), 159:1-159:10.