TY - GEN
T1 - An efficient elastic net method for edge linking of images
AU - Yi, Junyan
AU - Yang, Gang
AU - Todo, Yuki
AU - Tang, Zheng
PY - 2008
Y1 - 2008
N2 - Edge linking is a fundamental computer-vision task, viewed as a constrained optimization problem, it is NP hard- being isomorphic to the classical traveling salesman problem. In this paper, we propose an efficient Elastic Net method for edge linking of images. A dynamic parameter strategy is introduced into the Elastic Net, which enable the network to have superior search ability for edge points and converge sooner to optimal or near-optimal solutions. Simulations are conducted on a series of artificial images. The results confirm that this method effectively improves both the solution quality and convergence speed of the classical Elastic Net.
AB - Edge linking is a fundamental computer-vision task, viewed as a constrained optimization problem, it is NP hard- being isomorphic to the classical traveling salesman problem. In this paper, we propose an efficient Elastic Net method for edge linking of images. A dynamic parameter strategy is introduced into the Elastic Net, which enable the network to have superior search ability for edge points and converge sooner to optimal or near-optimal solutions. Simulations are conducted on a series of artificial images. The results confirm that this method effectively improves both the solution quality and convergence speed of the classical Elastic Net.
UR - http://www.scopus.com/inward/record.url?scp=62949201685&partnerID=8YFLogxK
U2 - 10.1109/APCCAS.2008.4746041
DO - 10.1109/APCCAS.2008.4746041
M3 - 会議への寄与
AN - SCOPUS:62949201685
SN - 9781424423422
T3 - IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS
SP - 388
EP - 391
BT - Proceedings of APCCAS 2008 - 2008 IEEE Asia Pacific Conference on Circuits and Systems
T2 - APCCAS 2008 - 2008 IEEE Asia Pacific Conference on Circuits and Systems
Y2 - 30 November 2008 through 3 December 2008
ER -