How Machine Vision Cameras Addresses Challenges in Intelligent Transportation Systems (ITS)
With increasing demands on ITS infrastructure, from high-speed traffic monitoring to ensuring reliability in harsh conditions, industrial machine vision cameras offer effective solutions.

In today’s fast-developing smart cities, Intelligent Transportation Systems (ITS) are critical for traffic management, improving road safety, and optimizing transportation networks. Yet, these systems frequently encounter complex challenges that hinder their effectiveness. Teledyne FLIR Integrated Imaging Solutions has created the Forge® 5GigE industrial camera to address these issues and transform ITS operations. Here’s how the Forge industrial camera delivers significant advantages across various ITS applications:
High-Speed, High-Resolution Imaging
Current imaging systems using or 1GigE industrial cameras can capture Full HD (FHD) images at over 100 frames per second. While this allows them to record vehicles traveling at high speeds, the level of detail often falls short. For instance, it can be difficult to identify drivers behind windshields or read reflective license plates. Increasing image resolution generally reduces capture speed due to bandwidth constraints, leading to unclear images of fast-moving vehicles, particularly in environments like toll roads, highways, and tunnels.
The Forge 5GigE industrial camera resolves these limitations by delivering high-resolution images rapidly, thanks to its internal 10Gbps image acquisition capability. Users can benefit from increased speed without needing an immediate upgrade to a full 10GigE infrastructure. The camera works seamlessly with 1, 2.5, and 5GigE systems, offering a significant performance boost without the expense of a complete system overhaul. This makes it perfect for applications where speed and precision are crucial, such as traffic intersections, vehicle counting, and road inspections.
Reliability in Harsh Conditions
ITS equipment must function around the clock and endure harsh conditions, including extreme temperatures. Sensitive components, such as industrial cameras, require thoughtful design to prevent issues like overheating, delayed image capture, data transfer errors, and packet loss. Such problems can lead to system failures and increase maintenance costs.
The Forge 5GigE industrial camera is engineered to withstand extreme temperatures ranging from 0°C to 50°C and includes a large buffer memory to prevent data loss. It operates efficiently without external cooling, ensuring continuous performance in demanding environments such as outdoor traffic surveillance and toll booths. This reduces maintenance efforts and guarantees reliable performance throughout the year.

Precision Timing for Accurate Vehicle Detection
Precise vehicle detection is key to effective traffic management. How an industrial camera processes vehicle detection and triggering can vary depending on its architecture, with some cameras requiring reset or wake cycles before capturing an image. Others may need the CMOS sensor to complete a full scan cycle, leading to millisecond delays. In some cases, cameras might capture images mid-scan, producing jittery results. These delays cause missed detections and unreliable data.
The Forge 5GigE industrial camera offers nanosecond-level precision with its ActionCommand feature. Its Trigger-to-Exposure Start function ensures the camera is always ready, instantly resetting the CMOS sensor for zero image jitter. This allows for precise, accurate vehicle detection, enhancing data reliability and overall traffic management efficiency.

Multi-Camera Synchronization
Managing traffic often requires multiple synchronized cameras to cover large areas. Setting up multi-camera systems can be difficult due to the complexity of cabling and the potential for delays when cameras are positioned at varying distances from the host PC. Additional switches for longer distances can introduce slight delays, causing some cameras to fall out of sync. In applications requiring stitched images from multiple cameras, these delays add further processing time.
The Forge 5GigE industrial camera simplifies multi-camera setups by using a single cable for data transfer, PoE power, and image triggering. With PTP (IEEE 1588), the camera provides superior synchronization with less than one microsecond of variance, enabling the seamless operation of multiple cameras. The Teledyne Spinnaker® SDK GigE driver ensures data transfer without loss, using minimal hardware resources. This high level of synchronization allows for efficient traffic management across large networks, from intersections to highways.
Low-Light Environments
High-resolution images are essential for tasks like road inspections, vehicle identification, and license plate recognition, but they must maintain quality even in low-light conditions. Many industrial cameras struggle with clarity and reliability in varying lighting environments.
The Forge 5GigE industrial camera utilizes the latest Sony® Pregius® S sensors with Back-Illuminated Structure (BIS) technology, enhancing light sensitivity and dynamic range for superior image clarity and colour fidelity. The Pregius S CMOS sensor packs more pixels into the same sensor format, achieving higher resolution without requiring larger, more expensive lenses. This keeps the imaging system compact. With advanced features like lens shading correction, burst mode, and multi-exposure HDR, the Forge 5GigE camera ensures excellent image quality in all lighting conditions, from bright sunlight to low-light settings such as tunnels.
Conclusion
The Forge 5GigE industrial camera from Teledyne FLIR Integrated Imaging Solutions is designed to meet the complex demands of modern ITS. It simplifies challenges with:
- High-speed imaging
- Reliable performance
- Precision timing
- Superior multi-camera synchronization
- Exceptional image quality
By incorporating the Forge 5GigE industrial camera into your ITS infrastructure, you can improve efficiency, accuracy, and system performance while minimizing complexity and costs.
To support the growing needs of Intelligent Transportation Systems (ITS) and other industrial applications, modern computing platforms now include support for 2.5GigE and 5GigE ports. These ports offer a significant boost in data transfer speeds compared to traditional 1GigE, enabling high-resolution image transmission without latency issues. For applications that require high-speed processing—such as vehicle recognition, license plate reading, and complex traffic analysis—this additional bandwidth makes a substantial difference. With 2.5GigE and 5GigE ports, data can move quickly from the Forge® 5GigE industrial camera to the host platform, capturing fine details even at high speeds.
Supporting 2.5GigE and 5GigE connectivity on computing platforms provides flexibility and scalability. Operators can deploy these faster ports without needing to make an immediate leap to a full 10GigE infrastructure, saving on costs while still meeting the high performance demands of ITS. These ports also allow seamless integration with the Forge® 5GigE industrial camera, which is designed to work with 1, 2.5, and 5GigE networks. This ensures that ITS applications can handle high data loads smoothly, enabling real-time monitoring, synchronized multi-camera setups, and accurate data capture under varied conditions without compromising efficiency or image quality.
Intel® 14th/ 13th/ 12th-Gen Core™ in-vehicle controller with 4x M12/ 4x RJ45 / 8x RJ45 PoE+ ports, single-slot PCIe Cassette
4-port 5GBASE-T Ethernet 802.3at PoE+ Frame Grabber Card
For more details or to schedule a demo, contact our sales team. We are ready to help you elevate your ITS capabilities.