Compressive Color Pattern Detection Using Partial Orthogonal Circulant Sensing Matrix


To get acceptable signal reconstruction quality with compressive sensing, it's important to create a sensing matrix that's both random enough and has some desirable qualities, such as orthogonality or circulancy. It is common practise to first produce an orthogonal circulant matrix and then pick only a few rows to use as sensing matrices. An orthogonal circulant sensing matrices that generates a circulant matrix where only a specific subset of its rows are orthogonal has been proposed in this research. _ If we do it this way, the generation process is less constrained and we still get the desirable qualities in sensing matrices. In the context of signal reconstruction, the suggested partial shift-orthogonal sensing matrix is put up against random and learned sensing matrices. This sensing matrix is pattern-dependent, hence it is efficient at detecting colour patterns and edges from the measurements of a colour image..

Did you like this research project?

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

PROJECT TITLE :New Bound on Partial Hamming Correlation of Low-Hit-Zone Frequency Hopping Sequences and Optimal Constructions - 2018ABSTRACT:During this letter, a brand new bound on partial Hamming correlation (PHC) of low-hit-zone
PROJECT TITLE :A Fractional Order Variational Framework for Retinex Fractional Order Partial Differential Equation Based Formulation for Multi Scale Nonlocal Contrast Enhancement with Texture Preserving - 2018ABSTRACT:This Project
PROJECT TITLE :Low-Power Approximate Multipliers Using Encoded Partial Products and Approximate Compressors - 2018ABSTRACT:Approximate computing has been thought of to boost the accuracy-performance tradeoff in error-tolerant
PROJECT TITLE :Low-Power Noise-Immune Nano scale Circuit Design Using Coding-Based Partial MRF Method - 2018ABSTRACT:Reliability is one amongst the major concerns for ultralow power circuit designs. Markov random field (MRF) techniques
PROJECT TITLE :Improved 64-bit Radix-16 Booth Multiplier Based on Partial Product Array Height Reduction - 2017ABSTRACT:In this paper, we have a tendency to describe an optimization for binary radix-16 (changed) Booth recoded

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

Project Enquiry