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Development of a Rapid Integration and Image Processing Optimization System for Threat Detection Technologies
  1. case
  2. Development of a Rapid Integration and Image Processing Optimization System for Threat Detection Technologies

Development of a Rapid Integration and Image Processing Optimization System for Threat Detection Technologies

edvantis.com
Manufacturing
Logistics
Government

Challenges in Integrating and Optimizing Threat Detection Systems

The client operates in critical sectors including ports, borders, and defense, with complex legacy IT infrastructure that requires seamless integration of new hardware and software components. They face strict security regulations and need to adapt systems to match evolving hardware platforms. Additionally, unpredictable and time-consuming post-deployment integration tasks hinder operational efficiency, risking significant disruptions and increased costs.

About the Client

A large manufacturer specializing in threat detection and security scanning equipment for critical infrastructure sectors such as ports, borders, and aviation, requiring advanced system integration and performance enhancements.

Goals for Enhancing Threat Detection and System Integration

  • Implement a scalable system that accelerates image processing speeds, aiming for at least a 200x increase in efficiency to reduce scan times and improve throughput.
  • Develop a flexible framework facilitating rapid integration of new products into existing IT infrastructure without major code modifications, minimizing deployment disruptions.
  • Upgrade legacy systems with modernized components to enhance overall performance and maintain compliance with security regulations.
  • Create a cloud-based interactive prototype to support future scalability and remote operation capabilities.
  • Migrate critical business logic from legacy PLCs to embedded controllers to improve system reliability and functionality.
  • Design an intelligent scanning system capable of auto-identifying vehicle dimensions and enabling dynamic control of scanning operations to optimize throughput.

Core Functional System Capabilities for Threat Detection Technology

  • GPU-based image processing library to significantly boost image manipulation speeds.
  • A modular system upgrade pathway to modernize key software components while ensuring compatibility.
  • Cloud-based prototyping tools for scalable development and testing of upcoming system features.
  • A system integration framework allowing quick addition of new threat detection modules and hardware without extensive reprogramming.
  • An advanced auto-identification system for vehicles and cargo to facilitate intelligent operation switching.
  • Migration of legacy control logic from PLCs to embedded controllers for enhanced performance and ease of updates.
  • Conveyor system control software that dynamically adjusts speed based on item dimensions, increasing throughput without compromising detection quality.

Preferred Technologies and Architectures for Threat Detection Solutions

GPU-accelerated image processing techniques
.NET, C++, ASP.NET for backend and system development
Cross-platform embedded development for controller migration
Cloud platforms such as Azure for prototyping and scalable services
Windows and Linux environments for system deployment and integration

Essential System Integrations

  • Hardware modules for threat detection hardware platforms
  • Existing legacy systems requiring gradual upgrades
  • Vehicle and cargo auto-identification sensors and modules
  • PLC systems for control logic migration
  • Cloud services for prototyping and future scalability

Key Non-Functional System Requirements

  • Image processing performance: at least 200x faster than previous methods
  • Seamless integration with minimal system downtime during deployment
  • Compliance with security standards across multiple regulatory sectors
  • System reliability with high availability and fault tolerance
  • Scalability to accommodate future hardware and software upgrades

Projected Business Benefits and Outcomes

The implementation of a high-performance, swiftly integrated threat detection system is expected to significantly reduce scanning times, thereby increasing operational throughput and efficiency. The modernization and modular design will lower total cost of ownership and enable rapid deployment of new products and features. This will facilitate market expansion into new regions or sectors and bolster the client’s position as an innovative leader in threat detection technology, with measurable improvements in system performance and cost savings.

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