Title :
A monotonic and continuous two-dimensional warping based on dynamic programming
Author :
Uchida, Seiichi ; Sakoe, Hiroaki
Author_Institution :
Graduate Sch. of Inf. Sci. & Electr. Eng., Kyushu Univ., Fukuoka, Japan
Abstract :
A two-dimensional warping algorithm is presented which searches for the optimal pixel mapping subject to continuity and monotonicity constraints. These constraints enable us to preserve topological structure in images. The search algorithm is based on dynamic programming (DP). As implementation techniques, acceleration by beam search and excessive warp suppression by penalty and/or range limitation are investigated. Experimental results show that this method provides successful warpings between images
Keywords :
dynamic programming; image processing; search problems; beam search; continuity constraints; dynamic programming; excessive warp suppression; monotonic continuous two-dimensional warping; monotonicity constraints; optimal pixel mapping; range limitation; search algorithm; Costs; Dynamic programming; Neural networks;
Conference_Titel :
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-8186-8512-3
DOI :
10.1109/ICPR.1998.711195