Skip to content

Lightweight weapon detection via fractional-order Legendre polynomials for smart edge devices

Aug 2026 · The Visual Computer · Vol 42 · 0 citations · 55 references

TL;DR

Fractional-order Legendre polynomials are used to encode multi-scale weapon shape and then verify candidates with a light classifier, which gives strong accuracy with a very small feature budget for real-time surveillance applications in constrained environments such as smart homes and IoT-based security systems.

View source

Similar papers

Open access Aug 2026

Enhanced image encryption via a newly modified hyperchaotic lorenz system and extended DNA computing

The growing threat of cyberattacks targeting digital images calls for robust, efficient encryption schemes to secure sensitive visual data. This paper proposes an enhanced RGB image encryption scheme that integrates a newly modified five-dimensional (5D) hyperchaotic Lorenz system featuring two positive Lyapunov eigenv...

Ghada O. Mohamed, M. S. Mustafa, L. Said et al. · 0 citations
Open access Sep 2026

Edge deployment of YOLOv12 and YOLOv26 instance segmentation for real-time steel surface defect inspection

Real-time automated steel surface inspection on the production line is challenging. Defect masks must be produced at the camera’s acquisition rate and within the power envelope of an embedded GPU. This paper evaluates two contrasting YOLO architectures, the attention-centric YOLOv12 and the convolution-centric YOLOv26,...

J. Molleda, D. G. Lema, R. Usamentiaga · 0 citations
Open access Aug 2025

Dyadically Resolving Trinomials for Fast Modular Arithmetic

Residue number systems based on pairwise relatively prime moduli are a powerful tool for accelerating integer computations via the Chinese Remainder Theorem. We study a structured family of moduli of the form 2n−2k+1\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackag...

Robert Dougherty-Bliss, Natalya Ter-Saakov, Mits Kobayashi et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.