TY - GEN
T1 - Modified cuckoo search-based image enhancement
AU - Maurya, Lalit
AU - Mahapatra, Prasant Kumar
AU - Saini, Garima
N1 - Publisher Copyright:
© Springer India 2016.
PY - 2015/10/25
Y1 - 2015/10/25
N2 - Swarm intelligence-based evolutionary algorithms have a prominent role in the field of automatic image enhancement that is considered as the optimization problem. In this paper, a modified cuckoo search-based image enhancement is proposed. The modified cuckoo search is used to find the optimal solution of the problem automatically. The proposed method is applied to the lathe tools and some other standard images for improvement of contrast and brightness. The results of the proposed image enhancement method are compared with the other conventional image enhancement techniques like histogram equalization (HE), linear contrast stretching (LCS) and particle swarm optimization (PSO).
AB - Swarm intelligence-based evolutionary algorithms have a prominent role in the field of automatic image enhancement that is considered as the optimization problem. In this paper, a modified cuckoo search-based image enhancement is proposed. The modified cuckoo search is used to find the optimal solution of the problem automatically. The proposed method is applied to the lathe tools and some other standard images for improvement of contrast and brightness. The results of the proposed image enhancement method are compared with the other conventional image enhancement techniques like histogram equalization (HE), linear contrast stretching (LCS) and particle swarm optimization (PSO).
KW - Histogram equalization
KW - Image enhancement
KW - Linear contrast stretching
KW - Modified cuckoo search
KW - Particle swarm optimization
KW - Swarm intelligence
UR - http://www.scopus.com/inward/record.url?scp=84983134669&partnerID=8YFLogxK
U2 - 10.1007/978-81-322-2695-6_53
DO - 10.1007/978-81-322-2695-6_53
M3 - Conference contribution
AN - SCOPUS:84983134669
SN - 9788132226932
T3 - Advances in Intelligent Systems and Computing
SP - 625
EP - 634
BT - Proceedings of the 4th International Conference on Frontiers in Intelligent Computing
A2 - Mandal, Jyotsna Kumar
A2 - Das, Swagatam
A2 - Satapathy, Suresh Chandra
A2 - Pal, Tandra
A2 - Kar, Samarjit
PB - Springer
T2 - 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications, FICTA 2015
Y2 - 16 November 2015 through 18 November 2015
ER -