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.

OpticsTechnology Deep Dive

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

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
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
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
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
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
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!...
Sensor and ISPTechnology Deep Dive

What is Color Accuracy? How to Measure Color Accuracy?

Prabu Kumar
Precisely capturing and reproducing colors of the outside world is essential for error-free image analysis. Cameras with high color accuracy prove beneficial in producing realistic images in various fields like surveillance and medical diagnosis cameras. This is a comprehensive blog on color accuracy, the measurement of color accuracy, and the...
Technology Deep Dive

A Deep Dive into Types of Camera Noise, and Their Impact on Image Quality

Prabu Kumar
Managing and mitigating camera noise can be a make-or-break moment. It often manifests as random pixel variations or color artifacts and degrades image quality. Find out the origins of camera noise, the different types, the practical impact, and finally - how to overcome....
Technology Deep Dive

A Comprehensive Study: MJPEG and H.264 Compression in Embedded Vision

Prabu Kumar
Many differences exist between MJPEG and H.264 video compression formats. MJPEG offers simplicity and high image quality, while H.264 takes efficiency to the next level. Get expert insights on their critical applications and considerations....
Sensor and ISPTechnology Deep Dive

What is Signal-to-Noise Ratio (SNR)? Why is SNR important in embedded cameras?

Prabu Kumar
Signal-to-Noise Ratio (SNR) measures the strength of the desired signal relative to the background noise. Demystify how SNR is calculated and develop an understanding of the practical steps to improve SNR....