TY - GEN
T1 - Fractal map
T2 - 6th International, Symposium on Visual Computing, ISVC 2010
AU - Fujiwara, Takanori
AU - Matsushita, Ryo
AU - Iwamaru, Masaki
AU - Tange, Manabu
AU - Someya, Satoshi
AU - Okamoto, Koji
PY - 2010
Y1 - 2010
N2 - Visualization of high-dimensional data is difficult to realize and manipulate with 2D display. For example, visualizing time-varying volume data (4D) with volume rendering and animation has spatial and temporal shielding, and data of 5 or more dimensions cannot be visualized on 2D display with existing methods. In this paper, we propose a method that expands high-dimensional data onto a 2D image plane. The proposed method uses the self-similarity of the fractal shape and achieves multi-scale high-dimensional data visualization on 2D display. With this method, we can visualize the entire domain of high-dimensional data without occlusions. Also, one-to-one correspondence in the elements of high-dimensional data and its 2D expansion enables us to manipulate high-dimensional data with 2D expanded result as an interface.
AB - Visualization of high-dimensional data is difficult to realize and manipulate with 2D display. For example, visualizing time-varying volume data (4D) with volume rendering and animation has spatial and temporal shielding, and data of 5 or more dimensions cannot be visualized on 2D display with existing methods. In this paper, we propose a method that expands high-dimensional data onto a 2D image plane. The proposed method uses the self-similarity of the fractal shape and achieves multi-scale high-dimensional data visualization on 2D display. With this method, we can visualize the entire domain of high-dimensional data without occlusions. Also, one-to-one correspondence in the elements of high-dimensional data and its 2D expansion enables us to manipulate high-dimensional data with 2D expanded result as an interface.
UR - http://www.scopus.com/inward/record.url?scp=78650787329&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650787329&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-17289-2_30
DO - 10.1007/978-3-642-17289-2_30
M3 - Conference contribution
AN - SCOPUS:78650787329
SN - 3642172881
SN - 9783642172885
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 306
EP - 315
BT - Advances in Visual Computing - 6th International Symposium, ISVC 2010, Proceedings
Y2 - 29 November 2010 through 1 December 2010
ER -