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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.

Camera InterfaceTechnology Deep Dive

What Is GMSL Technology And How Does It Work?

Prabu Kumar
by Prabu Kumar
The GMSL interface plays a key role in embedded vision systems across industries. It can handle high-resolution video with low latency for long-distance data transmission. Discover more about the GMSL camera interface, its principles and types, as well as how it works....
Camera InterfaceTechnology Deep Dive

Understanding USB 3.0 vs. 3.1 vs. 3.2: What Are Their Differences?

Prabu Kumar
by Prabu Kumar
Knowing the differences between USB 3.0, USB 3.1, and USB 3.2 helps equip the right application with the right camera interface. Discover what differentiates these powerful interfaces from each other to make the right choice....
OpticsTechnology Deep Dive

A Beginner’s Guide to Lens Distortion Parameters: F-Theta, F-Tan Theta, and TV Distortion

Prabu Kumar
by Prabu Kumar
Lens datasheets often include distortion information to help photographers and engineers understand how the lens behaves. Lens distortion refers to the phenomenon where straight lines in a scene appear curved in the final image. In this blog, we break down lens distortion parameters. We explain in detail the three main...
OpticsTechnology Deep Dive

What is Lens Distortion? Exploring its Types, Critical Factors, and Correction Methods

Prabu Kumar
by Prabu Kumar
In this blog we are exploring one of most common imaging artifacts – distortion. You can read more on the causes of distortion, the different types of distortion, and how factors like wavelength and field of view affect it. Also find out how to correct lens distortion and how it...
OpticsTechnology Deep Dive

What Causes Lens Aberrations? An Insight on Types of Lens Aberrations and How to Minimize Them

Prabu Kumar
by Prabu Kumar
Are you getting blurry or distorted images? This might be because of lens aberrations. This article explores what lens aberrations are, the different types of monochromatic and chromatic aberrations, and how to minimize them to achieve sharp and clear photos. Read on to learn more about lenses and how they...
Technology Deep DiveTime-of-Flight (ToF)

What is flying pixel and how can it be mitigated in 3D imaging for Time-of-Flight cameras?

Prabu Kumar
by Prabu Kumar
In this blog, we will uncover the concept of flying pixels, explore their impact on 3D imaging quality and discuss how to mitigate their effects in Time-of-Flight camera....
Sensor and ISPTechnology Deep Dive

Why high frame rate cameras are important – and what applications need them

Prabu Kumar
by Prabu Kumar
Inspection-based applications require cameras with extremely high frame rates to capture fast-moving images. Some may even require frame rates exceeding 500 fps! Learn the basics of high frame rate cameras, their key features, applications....
OthersOthersTechnology Deep Dive

Understanding Spatial Noise and Its Reduction Methods Using Convolution

Suresh Madhu
by Suresh Madhu
Convolution is a mathematical operation used in image processing to apply filters to images. These filters are used for spatial noise reduction in images with variations or irregularities in the pixel values that are unrelated to the actual features of the scene being captured. This blog delves into different filtering...
Sensor and ISPTechnology Deep Dive

A Deep Dive into Resolution from Sensor Standpoints

Prabu Kumar
by Prabu Kumar
In this blog, we're diving deep into sensor resolution and its impact on camera performance. Understanding sensor resolution is key to choosing the right camera for your needs. Keep reading for insights that will empower you on your next camera purchase!...
Sensor and ISPTechnology Deep Dive

A Comprehensive Guide to Hyperspectral Imaging in Embedded Vision Applications

Prabu Kumar
by Prabu Kumar
Hyperspectral imaging lets cameras see beyond human vision. It offers a high spectral resolution by capturing data in large numbers of spectral bands. Explore the technical aspects of hyperspectral imaging and discover its applications in agriculture, environment, medicine, and other embedded vision applications!...