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Technical Articles

OpenVX Enhancements, Optimization Opportunities Expand Vision Software Development Capabilities

Key to the widespread adoption of embedded vision is the ease of developing software that runs efficiently on a diversity of hardware platforms, with high performance, low power consumption and cost-effective system resource needs. In the past, this combination of objectives has been a tall order, since it has historically required significant code optimization for […]

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NIR: Seeing Clearly Even in Low Light

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. What is unique about NIR Cameras? “Near-infrared” (NIR) is the portion of the electromagnetic spectrum directly adjacent to the visible range; therefore it cannot be perceived with the human eye. NIR-optimized industrial cameras are popular for applications that

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Tips For Designing a Robust Computer Vision System For Self-driving Cars

This article was originally published at Texas Instruments' website. It is reprinted here with the permission of Texas Instruments. The robustness and reliability of a self-driving car’s computer vision system has received a lot of  news coverage. As a vision software engineer at TI helping customers implement advanced driver assistance systems (ADAS) on our TDAx

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Speed Matters

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. For many machine vision applications, image data must be acquired, transmitted and evaluated within a set timeframe. This is known as “real-time capability”. This term can apply to a system, its components, and the software that communicates between

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CMOS Sensors Are the Technology of the Future for Industrial Cameras

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. There are two types of image sensors for industrial cameras on the market: CCD and CMOS sensors. The right sensor for any given job is a case-by-case question. At the same time, the trend seems to be toward

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Robots with a Sense of Space: How 3D Imaging Will Improve Industrial Machine Vision

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. Robots capable of quick, precise and seemingly effortless grasping and placement of goods: until recently, this seemingly-simple task actually required a long and difficult period of setup and training. Robots with a sense of space, capable of interacting

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Processing Platform Concepts in Embedded Vision

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. The past few years have seen the rise of a powerful generation of processing boards capable of replacing much of the work previously performed by PC-based systems. In the machine vision field, the components for industrial applications have

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Empowering Automotive Vision with TI’s Vision AccelerationPac

This article was originally published at Texas Instruments’ website (PDF). It is reprinted here with the permission of Texas Instruments. Introduction By September of 2013, Google’s self-driving car had completed over 500,000 miles of driving without a single accident under computer control[1]. Google’s disruptive driver- less car project was aimed to improve car safety and

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TI Gives Sight to Vision-Enabled Automotive Technologies

This article was originally published at Texas Instruments’ website (PDF). It is reprinted here with the permission of Texas Instruments. Introduction Cars continue to become smarter and smarter, integrating new and cutting-edge technologies to make the driving experience safer and more enjoyable. With the goal of reducing roadway fatalities, enabling these new advanced driver assistance

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What Role Does Color Play in Image Processing?

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. Almost everyone associates the concept of color with very personal experiences. The fact that our eyes can distinguish millions of color shades has brought us many advantages in the course of evolution – after all, thanks to our

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