Developer Resources
contact usContact Us
LoginLogin / Register

Technology Deep Dive

Do a deep dive into various camera technologies and understand how they enhance the performance of camera-based devices and help machines see better.

Sensor and ISPTechnology Deep Dive

What is AE ROI? How to Implement Auto Exposure Region of Interest in NVIDIA Argus Cameras

Prabu Kumar
by Prabu Kumar
Auto Exposure Region of Interest (AE ROI) allows developers to control camera exposure in specific areas of a frame, ensuring optimal image quality in the most important parts of a scene. In NVIDIA’s Argus framework, AE ROI can be configured via static GStreamer commands or dynamically through the Argus GUI—powered...
Sensor and ISPTechnology Deep Dive

New AE & AWB Light Metering Features in ISX031-Based Camera: Enhancing Automotive Vision Precision

Prabu Kumar
by Prabu Kumar
Automatic adaptation to dynamic lighting conditions is crucial for embedded vision systems. In this blog, we’ll explore the light metering features of the ISX031-based cameras, which automatically adapt to changing lighting conditions, along with a practical demonstration....
Sensor and ISPTechnology Deep Dive

What Is IEEE 2020 – 2024 Standard & How to Evaluate Automotive Camera Image Quality Using It?

Prabu Kumar
by Prabu Kumar
Recently, the IEEE 2020–2024 standard was developed for evaluating the image quality of automotive systems. It used parameters for ensuring quality in unpredictable real-world conditions. Learn about this new standard and the seven KPIs for automotive camera evaluation....
Camera InterfaceTechnology Deep Dive

Enabling Next-Gen Vision: e-con Systems explores USB 3.2 Gen2, Infineon EZ-USB™ FX10, and High-Bandwidth Camera Applications

Prabu Kumar
by Prabu Kumar
Infineon’s EZ-USB™ FX10 is a next-gen USB 3.2 Gen2 peripheral controller that enhances imaging speed and reliability. It is an ideal choice for USB cameras, industrial automation systems, and more. Learn more about this controller, USB technology, and why USB 3.2 Gen2 is highly popular....
Camera InterfaceTechnology Deep Dive

What Are FPD-Link III Cameras, Their Working Principles and Real-World Applications?

Prabu Kumar
by Prabu Kumar
FPD-Link III cameras address the limitations of traditional transmission methods. They deliver high-speed data, long-range connectivity, and synchronized control over a single cable. Get insights into how these cameras work, their features, as well as applications....
OpticsTechnology Deep Dive

Understanding F-Number and Its Importance in Embedded Cameras

Prabu Kumar
by Prabu Kumar
Choosing the right lens is just as important as selecting the sensor in embedded camera systems. One key factor is the F-number, a crucial parameter that directly affects light intake, exposure control, and image sharpness. This blog explores the F-number’s role in low-light performance, depth of field, and power efficiency....
Camera InterfaceTechnology Deep Dive

An Engineer’s Guide on Data and Control Buses of Imaging Systems

Prabu Kumar
by Prabu Kumar
Communication protocols are a key consideration for high-resolution, high-frame-rate imaging in embedded vision applications. In this blog, we’ll explore how control and data buses enable seamless transmission and timely, synchronized imaging for high-performance embedded applications....
Technology Deep DiveTime-of-Flight (ToF)

How to Use the RGB-D Mapping Feature of e-con Systems’ ToF Camera – DepthVista

Prabu Kumar
by Prabu Kumar
Learn how to leverage the RGB-D mapping feature of e-con Systems’ DepthVista ToF camera to align RGB and depth data for precise 3D vision applications. This step-by-step guide covers camera calibration, the role of intrinsic and extrinsic parameters, and how to generate RGB-D point clouds using the DepthVista SDK....
Sensor and ISPTechnology Deep Dive

What Is Image Denoising & What Are Its Methods?

Prabu Kumar
by Prabu Kumar
A camera with effective denoising capabilities is essential for ensuring reliable object detection, classification, and measurement, particularly in embedded vision applications. To understand the various types of image noise and the different methods for reducing image noise, continue reading....
Sensor and ISPTechnology Deep Dive

What is image quality? What are IQ parameters, and how is it validated?

Prabu Kumar
by Prabu Kumar
Image quality is crucial for embedded vision applications, determining how accurately cameras capture the real world. This blog breaks down the key factors affecting camera image quality, including color accuracy, white balance, lens distortion, and dynamic range. Explore what these parameters mean and why they matter when selecting cameras for...