Binary image enhancement based on aperiodic stochastic resonance


The enhancement of noisy pictures has been taking part in a key role in improving the visual result and therefore the performance of image processing. Ancient methods for image enhancement are mainly focusing on eliminating noise, that cannot acquire smart impact under low peak-signal-to-noise ratio (PSNR) conditions. Stochastic resonance (SR), quite the opposite, may be a technique using noise to reinforce signal. Owing to the unique feature of SR, a novel binary image enhancement scheme primarily based on aperiodic SR (ASR) technique is proposed. During this study, the authors take the improvement in PSNR as a measure of the ASR-based binary image enhancement system, that provides a suggestion for the realisation of the ASR system. On this basis, they get the PSNR expression of the ASR-based binary image enhancement system. Simulation results show that the proposed methodology is superior to the traditional binary image enhancement strategies both in visual effect and PSNR performance.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :Constructing Binary Sequences With Good Correlation Properties: An Efficient Analytical-Computational Interplay - 2018ABSTRACT:Binary sequence sets with asymptotically optimal auto/cross correlation peak sidelobe
PROJECT TITLE :Computation Rate Maximization for Wireless Powered Mobile-Edge Computing With Binary Computation Offloading - 2018ABSTRACT:Finite battery lifetime and low computing capability of size-constrained wireless devices
PROJECT TITLE :Performability Analysis of k-to-l-Out-of-n Computing Systems Using Binary Decision Diagrams - 2018ABSTRACT:Modern computing systems sometimes utilize a large variety of computing nodes to perform coordinated computations
PROJECT TITLE :Binary To Gray Code Converter Implementation Using QCA - 2018ABSTRACT:Quantum dot Cellular Automata (QCA) may be a nanotechnology that offers an engaging answer to overcome the physical limits that CMOS devices
PROJECT TITLE :Basic-Set Trellis Min–Max Decoder Architecture for Non binary LDPC Codes With High-Order Galois Fields - 2018ABSTRACT:Nonbinary low-density parity-check (NB-LDPC) codes outperform their binary counterparts in

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry