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What makes Automatic De-icing and Defogging Cameras Crucial in Dynamic Environments
by Prabu Kumar
Autonomous embedded vision systems deployed in dynamic environments must function reliably despite rapid temperature shifts. In addition to thermal challenges, effective power management is equally
How 3D iToF Cameras Enable Reliable Perception in AMRs & Robotic Picking Systems
by Suresh Madhu
Autonomous Mobile Robots (AMRs) and robotic picking systems operate in dynamic, cluttered environments where a misinterpretation of depth, by even a few centimeters, can trigger
Sony IMX412 vs Sony IMX676: A detailed comparison of Sony sensors for Embedded Vision Solutions
by Prabu Kumar
Sony's image sensors have undergone various generations of architectures, each of which has been designed to address certain image-related issues in embedded systems. Among Sony's
How to Choose the Right Camera for ANPR Systems: Part 2
by Dilip Kumar
The goal of an ANPR camera is simple: deliver an image where license plate characters are sharp, contrast is high, and details are clear. A
How NIR and Global Shutter Cameras Enhance 24/7 Surveillance and Security
by Ram Prasad
It’s common knowledge that security teams rely on visual evidence when events unfold at odd hours, under uneven lighting, and during fast-moving incidents. However, traditional
How a Single Camera detects Lane Violations Across Multiple Lanes
by Dilip Kumar
Lane violations contribute to a high percentage of road accidents and traffic bottlenecks, especially in metro corridors and highways. Enforcing discipline across multiple lanes has
What Is MCU-Based Power Management – and Why Does Your Vision System Need It?
by Prabu Kumar
Power management is core to the reliability of autonomous vehicles and sophisticated mobility applications, which require instant wake-up (within milliseconds). This has led to the


