Title :
Image enhancement based on quality pre-assessment and weighted wavelet fusion for WSN nodes
Author :
Lin, Ting ; Chen, Jun-jie ; Tao, Liang
Author_Institution :
Sch. of Instrum. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
According to the characteristics of wireless sensor networks, image enhancement for WSN nodes is presented in this paper. In particular, the source images are pre-evaluated and unqualified images are rejected; then, qualified images are decomposed into several coefficients by using wavelet transform; finally, the fusion image is obtained by weighted wavelet fusion. Experimental results, using four sample images, show that the decision made by majority voting correlate highly with subjective judgment, and data volume has reduced up to 75%. These results compare very favorably with the results obtained with other methods.
Keywords :
image enhancement; image fusion; wavelet transforms; wireless sensor networks; WSN node; image enhancement; quality pre-assessment; wavelet transform; weighted wavelet fusion; wireless sensor networks; Image enhancement; Image resolution; Indexes; Wavelet domain; Wavelet transforms; Wireless sensor networks;
Conference_Titel :
Information Science and Technology (ICIST), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9440-8
DOI :
10.1109/ICIST.2011.5765301