TY - GEN
T1 - A new image fusion algorithm based on Fuzzy Logic
AU - Zhu, Mengyu
AU - Yang, Yuliang
PY - 2008
Y1 - 2008
N2 - An image fusion algorithm is presented based on fuzzy logic and wavelet in this paper. Aiming at the visible and infrared image fusion, we analyze the pixel-level image fusion algorithms, and addresses an algorithm based on the discrete wavelet transform and fuzzy logic. We created two fuzzy relations, and estimated the importance of every wavelet coefficient with fuzzy reasoning. According to the importance of coefficients, the weighting average coefficients were calculated. Ultimately, we reconstructed the fused image through inverse wavelet transform. In the experimental section, we verified the effectiveness of the algorithm with two actual image data acquired from the field experiments.
AB - An image fusion algorithm is presented based on fuzzy logic and wavelet in this paper. Aiming at the visible and infrared image fusion, we analyze the pixel-level image fusion algorithms, and addresses an algorithm based on the discrete wavelet transform and fuzzy logic. We created two fuzzy relations, and estimated the importance of every wavelet coefficient with fuzzy reasoning. According to the importance of coefficients, the weighting average coefficients were calculated. Ultimately, we reconstructed the fused image through inverse wavelet transform. In the experimental section, we verified the effectiveness of the algorithm with two actual image data acquired from the field experiments.
UR - http://www.scopus.com/inward/record.url?scp=57849113519&partnerID=8YFLogxK
U2 - 10.1109/ICICTA.2008.336
DO - 10.1109/ICICTA.2008.336
M3 - Conference contribution
AN - SCOPUS:57849113519
SN - 9780769533575
T3 - Proceedings - International Conference on Intelligent Computation Technology and Automation, ICICTA 2008
SP - 83
EP - 86
BT - Proceedings - International Conference on Intelligent Computation Technology and Automation, ICICTA 2008
T2 - International Conference on Intelligent Computation Technology and Automation, ICICTA 2008
Y2 - 20 October 2008 through 22 October 2008
ER -