Saliency-assisted navigation of very large landscape images

IEEE Transactions on Visualization and Computer Graphics

Volumn 17, Issue 12, 2011, Pages 1737-1746

  Ip, Cheuk Yiu ^a   Varshney, Amitabh ^a  

^a University of Maryland ^*  (United States)

Author keywords

Anomaly Detection; Guided Interaction; Image Saliency; Interactive Visualization; Scene Perception; Very Large Scale Images

Indexed keywords

ANOMALY DETECTION; GUIDED INTERACTION; IMAGE SALIENCY; INTERACTIVE VISUALIZATIONS; SCENE PERCEPTION; VERY LARGE SCALE IMAGES;

IMAGE RESOLUTION; USER INTERFACES; VISUALIZATION;

NAVIGATION;

EID: 80855156246     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2011.231     Document Type: Article

References (46)

1. S. Avidan and A. Shamir. Seam carving for content-aware image resizing. ACM Trans. Graphics, 26, 2007. doi:10.1145/1276377. 1276390. 2
2. M. Baştan, H. Ç am, U. G̈ud̈ukbay, and O. Ulusoy. An MPEG-7 compatible video retrieval system with integrated support for complex multimodal queries. IEEE Multimedia, 17(3):62-73, 2009. doi:10.1109/MMUL.2009. 74. 5
3. U. Bordoloi and H.-W. Shen. View selection for volume rendering. In IEEE Visualization, pages 487-494, Oct 2005. doi:10.1109/VISUAL.2005.1532833. 3
4. N. D. B. Bruce and J. K. Tsotsos. Saliency, attention, and visual search: An information theoretic approach. Journal of Vision, 9(3):1-24, 2009. doi:10.1167/9.3.5. 2
5. S. Bruckner and T. M̈oller. Isosurface similarity maps. Computer Graphics Forum, 29(3):773-782, 2010. doi:10.1111/j.1467-8659. 2009.01689.x. 3
6. M. Chen and H. J̈anicke. An information-theoretic framework for visualization. IEEE Trans. Visualization and Computer Graphics, 16(6):1206-1215, 2010. doi:10.1109/TVCG.2010.132. 5
7. O. Chum and A. Zisserman. An exemplar model for learning object classes. In IEEE CVPR, pages 1-8, June 2007. doi:10.1109/CVPR. 2007.383050. 2
8. C. S. Co, M. A. Duchaineau, and K. I. Joy. Streaming aerial video textures. In Scientific Visualization: Advanced Concepts, volume 1 of Dagstuhl Follow-Ups, pages 336-345, 2010. doi:10.4230/DFU. SciViz.2010.336. 1
9. G. Daniel and M. Chen. Video visualization. In IEEE Visualization, pages 409-416, 2003. doi:10.1109/VISUAL.2003.1250401. 2, 3
10. K. Devlin, A. Chalmers, A. Wilkie, and W. Purgathofer. STAR: Tone reproduction and physically based spectral rendering. In State of the Art Reports, Eurographics 2002, pages 101-123, September 2002. 2
11. S. Goferman, L. Zelnik-Manor, and A. Tal. Context-aware saliency detection. In IEEE CVPR, pages 2376-2383, June 2010. doi:10.1109/CVPR.2010. 5539929. 2
12. D. Guo and C. Poulain. Terapixel: A spherical image of the sky. In Microsoft Environmental Research Workshop, 2010. 1
13. A. Hanjalic, R. Lienhart, W.-Y. Ma, and J. R. Smith. The holy grail of multimedia information retrieval: So close or yet so far away? Proceedings of the IEEE, 96(4):541-547, 2008. doi:10.1109/JPROC. 2008.916338. 2
14. X. Hou and L. Zhang. Saliency detection: A spectral residual approach. In IEEE CVPR, pages 1-8, 2007. doi:10.1109/CVPR. 2007.383267. 2
15. S. Howlett, J. Hamill, and C. O'Sullivan. Predicting and evaluating saliency for simplified polygonal models. ACM Trans. Applied Perception, 2:286-308, 2005. doi:10.1145/1077399.1077406. 3
16. L. Itti and C. Koch. A comparison of feature combination strategies for saliency-based visual attention systems. Journal of Electronic Imaging, 10:161-169, 2001. doi:10.1117/1.1333677. 4, 7 (Pubitemid 32279366)
17. L. Itti, C. Koch, and E. Niebur. A model of saliency-based visual attention for rapid scene analysis. IEEE Trans. PAMI, 20(11):1254-1259, 1998. doi:10.1109/34.730558. 2, 3, 4 (Pubitemid 128742001)
18. H. J̈anicke and M. Chen. A salience-based quality metric for visualization. Computer Graphics Forum, 29(3):1183-1192, 2010. doi: 10.1111/j.1467-8659.2009.01667.x. 5
19. H. J̈anicke and G. Scheuermann. Visual analysis of flow features using information theory. Computer Graphics and Applications, IEEE, 2009. doi:10.1109/MCG.2009.135. 5
20. H. J̈anicke and G. Scheuermann. Measuring complexity in lagrangian and eulerian flow descriptions. Computer Graphics Forum, 29(6):1783-1794, 2010. doi:10.1111/j.1467-8659.2010.01648.x. 5
21. H. J̈anicke, A. Wiebel, G. Scheuermann, and W. Kollmann. Multifield visualization using local statistical complexity. IEEE Trans. Visualization and Computer Graphics, 13(6):1384-1391, 2007. doi: 10.1109/TVCG.2007.70615. 5 (Pubitemid 350076612)
22. M. Kazhdan and H. Hoppe. Streaming multigrid for gradient-domain operations on large images. ACM Trans. Graphics, 27:1-10, 2008. doi: 10.1145/1360612.1360620. 1
23. G. Kim and A. Torralba. Unsupervised Detection of Regions of Interest using Iterative Link Analysis. In NIPS, 2009. 2
24. Y. Kim and A. Varshney. Saliency-guided enhancement for volume visualization. IEEE Trans. Visualization and Computer Graphics, 12(5):925-932, 2006. doi:10.1109/TVCG.2006.174. 3 (Pubitemid 44955622)
25. Y. Kim and A. Varshney. Persuading visual attention through geometry. IEEE Transactions on Visualization and Computer Graphics, 14:772-782, July 2008. doi:10.1109/TVCG.2007.70624. 3 (Pubitemid 351780205)
26. Y. Kim, A. Varshney, D. W. Jacobs, and F. Guimbretìere. Mesh saliency and human eye fixations. ACM Trans. Applied Perception, 7:12:1-12:13, 2010. doi:10.1145/1670671.1670676. 3
27. J. Kopf, M. Uyttendaele, O. Deussen, and M. Cohen. Capturing and viewing gigapixel images. ACM Trans. Graphics, 26(3), 2007. doi: 10.1145/1276377. 1276494. 1
28. P.-Y. Laffont, J. Y. Jun, C.Wolf, Y.-W. Tai, K. Idrissi, G. Drettakis, and S.-e. Yoon. Interactive content-aware zooming. In Proceedings of Graphics Interface 2010, pages 79-87, 2010. 2
29. C. H. Lee, Y. Kim, and A. Varshney. Saliency-guided lighting. IEICE Trans. Information and Systems, E92.D(2):369-373, 2009. doi:10. 1587/transinf.E92.D.369. 3
30. C. H. Lee, A. Varshney, and D. W. Jacobs. Mesh saliency. ACM Trans. Graphics, 24:659-666, July 2005. doi:10.1145/1073204. 1073244. 3
31. T. Liu, J. Sun, N.-N. Zheng, X. Tang, and H.-Y. Shum. Learning to detect a salient object. In IEEE CVPR, pages 1-8, June 2007. doi:10.1109/CVPR.2007. 383047. 2
32. Q. Luan, S. M. Drucker, J. Kopf, Y.-Q. Xu, and M. F. Cohen. Annotating gigapixel images. In UIST, pages 33-36, 2008. doi:10.1145/1449715.1449722. 1
33. R. Machiraju, J. E. Fowler, D. Thompson, and a. B. S. W. Schroeder. Evita: Efficient visualization and interrogation of tera-scale data. In Data mining for scientific and engineering applications. Kluwer, 2001. 3
34. M. Muja and D. G. Lowe. Fast approximate nearest neighbors with automatic algorithm configuration. In VISAPP, pages 331-340, 2009. 5
35. A. Oliva, A. Torralba, M. Castelhano, and J. Henderson. Top-down control of visual attention in object detection. In IEEE ICIP, pages 253-6, Sept 2003. doi:10.1109/ICIP.2003.1246946. 2
36. R. Patro, C. Y. Ip, and A. Varshney. Saliency guided summarization of molecular dynamics simulations. In Scientific Visualization: Advanced Concepts, volume 1 of Dagstuhl Follow-Ups, pages 321-335, 2010. doi:10.4230/DFU.SciViz. 2010.321. 3
37. M. Rubinstein, D. Gutierrez, O. Sorkine, and A. Shamir. A comparative study of image retargeting. ACMTrans. Graphics, 29:1-160, 2010. doi: 10.1145/1882261.1866186. 2
38. B. Russell, W. Freeman, A. Efros, J. Sivic, and A. Zisserman. Using multiple segmentations to discover objects and their extent in image collections. In IEEE CVPR, pages 1605-1614, 2006. doi: 10.1109/CVPR.2006.326. 2
39. J. Sankaranarayanan, H. Samet, and A. Varshney. A fast all nearest neighbor algorithm for applications involving large point-clouds. Computers & Graphics, 31(2):157-174, 2007. doi:10.1016/j.cag.2006. 11.011. 5 (Pubitemid 46517640)
40. B. Summa, G. Scorzelli, M. Jiang, P.-T. Bremer, and V. Pascucci. Interactive editing of massive imagery made simple: Turning Atlanta into Atlantis. ACM Trans. Graphics, 30:1-13, 2011. doi:10.1145/1944846.1944847. 1
41. C. C. Tanner, C. J. Migdal, and M. T. Jones. The clipmap: a virtual mipmap. In SIGGRAPH, pages 151-158, 1998. doi:10.1145/280814.280855. 7
42. J. K. Tsotsos, S. M. Culhane, W. Y. K. Wai, Y. Lai, N. Davis, and F. Nuflo. Modeling visual-attention via selective tuning. Artificial Intelligence, 78(1-2):507-545, 1995. doi:10.1016/0004-3702(95) 00025-9. 2
43. I. Viola, M. Feixas, M. Sbert, and M. Gr̈oller. Importance-driven focus of attention. IEEE Trans. Visualization and Computer Graphics, 12(5):933-940, 2006. doi:10.1109/TVCG.2006.152. 3 (Pubitemid 44955623)
44. W.Wang, Y.Wang, Q. Huang, andW. Gao. Measuring visual saliency by site entropy rate. In IEEE CVPR, pages 2368-2375, June 2010. doi: 10.1109/CVPR.2010.5539927. 2
45. A. Wiebel, X. Tricoche, D. Schneider, H. J̈anicke, and G. Scheuermann. Generalized streak lines: Analysis and visualization of boundary induced vortices. IEEE Trans. Visualization and Computer Graphics, 13(6):1735-1742, 2007. doi:10.1109/TVCG.2007.70557. 3 (Pubitemid 350076655)
46. R. Zonenschein and L. Velho. Visorama 2.0: a platform for multimedia gigapixel panoramas. In SIGGRAPH ASIA 2010 Posters, 2010. doi: 10.1145/1900354.1900424. 1