In this paper, an algorithm is defined as an ordered set of processes or rules designed to achieve specific objectives. In the context of this study, an algorithm refers to the ordered set of computing processes used to enhance image processing. This research focuses on designing an algorithm for image processing, restricted to a new algorithm that employs cutting-edge techniques in both image processing and computing. The algorithms examined in this study will be limited to those suitable for real-time applications and high-resolution images. The study will compare algorithms, excluding others outside this scope. Performance metrics such as speed, efficiency, and reliability will be key parameters, considered without regard for cases beyond those specified during the algorithm's design. Genetic algorithms, differential evolution, and rank-based uniform crossover are the fundamental features of the two algorithms proposed for optimisation of image processing chains; specifically, LCHF, IPCO, and MIPCO.

Keywords : LCHF, IPCO, MIPCO, Networks, Computing , MATLAB,

Authors : B V Sowjanya , J Nageswara Rao , N Shehanaaz

Title : Multi-Algorithm Image Processing Chain Optimization for Efficient and Accurate Image Analysis

Volume/Issue : 2026;3(2 ( April - June ))

Page No : 6 - 11

This paper deals with the design and parametric study of a miniaturized elliptical slot microstrip antenna with defect ground structure (DGS). The antenna is fabricated on a FR4 substrate with dimensions of 40 × 40 × 1.6 mm³. The systematic design of the antenna involves incorporating slots into the radiating patch and altering the ground plane structure. The parameters considered include slot ratio effect and the effect of ground defects on the resonant frequency, return loss, bandwidth, and gain. The original design of the antenna is characterized by dual bands with narrow bandwidth. When successive changes are made to the slots, the antenna becomes a multiband antenna. The inclusion of DGS greatly improves the performance of the antenna with an ultrawide bandwidth of 6.33 GHz, good return loss of −37.45 dB, and gain 4.9 dBi.

Keywords : Elliptical Slot Antenna, DGS, Broadband Antenna, Multi-band, Microstrip Antenna.

Authors : M Charitha, J Nageswara Rao , B V Sowjanya

Title : Design and Parametric Analysis of a Broadband Elliptical Slot Antenna with Defected Ground Structure for Multi-Band Applications

Volume/Issue : 2026;3(2 ( April - June ))

Page No : 1 - 5