Digital Image Separation Algorithm Based on Joint PDF of Mixed Images
Abstract
In this article, we have presented an algorithm for separating the mixed or fused images. We have considered that two independent histogram equalized digital images are linearly mixed, and the joint probability density function (PDF) or the scatter plot of the two observed or mixed images is used for separation. The objective and subjective separation results are presented, and observed to be better than the other existing techniques in terms of Peak signal-to-noise ratio (PSNR) and signal-to-interference ratio (SIR).
References
Agarwal, K., Sylvester, D., Blaauw, D. (2006). Modeling and analysis of crosstalk noise in oupled RLC interconnects. IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems, 25(5), 892-901
Becer, M., Zolotov, V., Blaauw, D., Panda, R., Hajj, I. (2002, March). Analysis of noise avoidance techniques in DSM interconnects using a complete crosstalk noise model. In Proceedings of the conference on Design, automation and test in Europe (p. 456). IEEE Computer Society
Chen, H. M., Huang, L. D., Liu, I. M., Wong, M. D. (2005). Simultaneous power supply planning and noise avoidance in floorplan design. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 24(4), 578-587
Daely, P. T., Reda, H. T., Satrya, G. B., Kim, J. W., Shin, S. Y. (2017). Design of smart LED streetlight system for smart city with web-based management system. IEEE Sensors Journal, 17(18), 6100-6110
Dubey, A., Mallik, R. K. (2015). PLC system performance with AF relaying. IEEE Transactions on Communications, 63(6), 2337-2345
EN50065, C. E. N. E. L. E. C. (2002). 1, Signaling on low voltage electrical installations in the frequency range 3 kHz to 148, 5 kHz. CENELEC, Bruxelles, Belgique
Fiorelli, R., Colombo, M. (2012). ST7580 power line communication system-on-chip design guide. Application note AN4068, STMicroelectronics
Gonz´ lez-Sotres, L., Mateo, C., Frías, P., RodríguezMorcillo, C., Matanza, J. (2018). eplicability analysis of PLC PRIME networks for smart metering applications. IEEE Transactions on Smart Grid, 9(2), 827-835
Kiedrowski, P. (2015). Toward more efficient and more secure last mile smart metering and smart lighting communication systems with the use of PLC/RF hybrid technology. International Journal of Distributed Sensor Networks, 11(10), 675926
Halak, B. (2014). Partial coding algorithm for area and energy efficient crosstalk avoidance codes implementation.IET Computers & Digital Techniques, 8(2), 97-107
Lacatus, C., Popescu, D. C. (2007). Adaptive interference avoidance for dynamic wireless systems: a game theoretic approach. IEEE Journal of Selected Topics in Signal Processing, 1(1), 189-202
Liu, Q., Yu, H., Chen, C. W. (2016). Proactive interference avoidance for mobile-to-mobile communication in LTE networks. IEEE Transactions on Vehicular Technology, 65(9), 7064-7077
Mlynek, P., Koutny, M., Misurec, J., Kolka, Z. (2014, March). Measurements and evaluation of PLC modem with G3 and PRIME standards for Street Lighting Control. In Power Line Communications and its Applications (ISPLC), 2014 18th IEEE International Symposium on (pp. 238-243). IEEE
Shahzad, G., Yang, H., Ahmad, A. W., Lee, C. (2016). Energy-efficient intelligent street lighting system using traffic-adaptive control. IEEE Sensors Journal, 16(13), 5397-5405
Soltanmohammadi, E., Naraghi-Pour, M. (2013). Blind modulation classification over fading channels using expectation-maximization. IEEE Communications Letters, 17(9), 1692-1695
Szalai, A., Szabo, T., Horvath, P., Timar, A., Poppe, A. (2016, September). Smart SSL: Application of IoT/CPS design platforms in LED-based streetlighting luminaires. In Lighting Conference of the Visegrad Countries (Lumen), IEEE (pp. 1-6). IEEE
