Old mobile devices were less powerful and did not support various functions. Therefore complex data visualization with different structure was impossible with old devices. Recent mobile are more powerful having high resolution, more colors, large screen, fast connectivity, various tools than old one, but still visualization on mobile devices has remained a challenging task. Even though current mobile devices have high resolution but it is small as compared to desktop. In such situations visualization of image data on mobile devices takes a lot of efforts. Researchers are working on lot of image visualization techniques on mobile devices. In this paper discussion is on such novel image visualization techniques on mobile devices and their analysis.

1. G. M. C. F. Aru, P. Zanuttigh, "Visualization of panoramic images over the internet," in Digital Heritage (L. W. MacDonald, ed. ), ch. 17, pp. 467–488, Berlin, Germany: Springer, May 2006.
2. Jeong-Ho Park, Seong-Ik Cho, "The 3D Visualization of Spatial Data using Mobile Equipment, and It's Application", 2007.
3. Luca Chittaro, Fabio Buttussi, Daniele Nadalutti, "MAge-AniM: a system for visual modeling of embodied agent animations and their replay on mobile devices", ACM 1-59593-353-0, AVI, Venezia, Italy, May 23–26, 2006.
4. Georgios Papaioannou, Maria Lida Menexi, and Charilaos Papadopoulos, "Real-Time Volume-Based Ambient Occlusion", IEEE Transactions on Visualization and Computer Graphics, Vol. 16, No. 5, pp-752-762, Sep. /Oct. 2010.
5. Ran Zask, Matthew N. Dailey, "Rapid 3D Visualization of Indoor Scenes Using 3D Occupancy Grid Isosurfaces", 2009
6. Tse-Wei Chen, Yi-Ling Chen, Shao-Yi Chien, "Photo Retrieval Based on Spatial Layout with Hardware Acceleration for Mobile Devices", IEEE Transactions on Mobile Computing, Vol. 10, No. 11, pp 1646-1660, Nov. 2011
7. Jin Chen, Alan M. MacEachren, and Donna J. Peuquet, "Constructing Overview + Detail Dendrogram-Matrix Views", IEEE Transactions on Visualization and Computer Graphics, Vol. 15, No. 6, pp 889-896, Nov/Dec 2009
8. Roy van Pelt, Anna Vilanova, Huub van de Wetering, "Illustrative Volume Visualization Using GPU-Based Particle Systems", IEEE Transactions on Visualization and Computer Graphics, Vol. 16, No. 4, pp 571-582, July/Aug. 2010
9. Hong-Han Shuai, De-Nian Yang, Wen-Huang Cheng, Ming-Syan Chen, "MobiUP: An Upsampling-Based System Architecture for High-Quality Video Streaming on Mobile Devices" IEEE Transactions on Multimedia, Vol. 13, No. 5, pp 1077-1091, October 2011.
10. Sylvain Faisan, Nicolas Passat, Vincent Noblet, Renee Chabrier, and Christophe Meyer, "Topology Preserving Warping of 3-D Binary Images According to Continuous One-to-One Mappings", IEEE Transactions on Image Processing, Vol. 20, No. 8, pp 2135-2145, August 2011.
11. Maciej Panka, Piotr Bala, "Data Centered Collaboration in a Mobile Environment", IEEE proceeding, pp 723-728, 2011.
12. M. Panka, M. Chlebiej, K. Benedyczak and P. Bala, "Visualization of Multidimensional Data on distributed mobile devices using interactive video streaming techniques", MIPRO, Opatija, Croatia, May 23-27, 2011.
13. Pradeep Sen, Soheil Darabi, "Compressive Rendering: A Rendering Application of Compressed Sensing". IEEE Transactions on Visualization and Computer Graphics, Vol. 17, No. 4, pp 487-499, April 2011.
14. Ming Li, Arne Schmitz, Leif Kobbelt, "Pseudo-Immersive Real-Time Display of 3D Scenes on Mobile Devices", 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission, IEEE Computer Society, 2011.
15. Roland Unterhinninghofen, Frederik Giesel, Rudiger Dillmann, "MEDIFRAME – Remote Volume Rendering Visualization Framework", 33rd Annual International Conference of the IEEE EMBS Boston, Massachusetts USA, Aug. 30 – Sep. 3, 2011.

Image Data Visualization Mobile Devices Resolution In Pixel Fps