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.

Prabu Kumar

Prabu is the Chief Technology Officer and Head of Camera Products at e-con Systems, and comes with a rich experience of more than 15 years in the embedded vision space. He brings to the table a deep knowledge in USB cameras, embedded vision cameras, vision algorithms and FPGAs. He has built 50+ camera solutions spanning various domains such as medical, industrial, agriculture, retail, biometrics, and more. He also comes with expertise in device driver development and BSP development. Currently, Prabu’s focus is to build smart camera solutions that power new age AI based applications.

Understanding Holoscan Sensor Bridge and TintE ISP Performance in Embedded cameras

Prabu KumarAug 14, 20250

This blog explores how to unlock ultra-low latency in embedded vision applications using NVIDIA Holoscan SDK. It explains how the Lattice Holoscan Sensor Bridge (HSB) board, paired with e-con’s TintE™ ISP, efficiently processes high-bandwidth image data on the Jetson platform.

What is ONVIF? How Are Cameras with ONVIF Support Powering Embedded Vision Systems?

Prabu KumarAugust 13, 20250

ONVIF (Open Network Video Interface Forum) is an open standard that enables standardized communication between IP cameras, NVRs, and VMS, ensuring seamless, vendor-independent interoperability for embedded vision systems. It streamlines development, minimizes integration challenges, and future-proofs camera deployments.

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

Prabu KumarAugust 12, 20250

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

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

Prabu KumarJuly 25, 20250

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.

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

Prabu KumarJuly 21, 20250

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.

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

Prabu KumarJuly 16, 20250

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.

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

Prabu KumarJune 27, 20250

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.

Understanding F-Number and Its Importance in Embedded Cameras

Prabu KumarJune 20, 20250

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.

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

Prabu KumarMay 19, 20250

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.

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

Prabu KumarMay 16, 20250

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.