Editor's Choice


Nick Denbow’s European report: Vision sensors, the brain and intelligent data processing

October 2018 Editor's Choice

At a certain age, around 70, our bodies begin to show signs of wear. What becomes apparent is that our built in control loops and data processing software steps in to compensate, and covers the gaps in the best way possible, working with the degraded sensors and equipment still functioning.

This was first obvious to me when I started to try to monitor the effects of glaucoma, which results in blind spots in the areas of sight for each eye. This is not apparent in normal life, as what you see is the brain-processed image from two eyes. Where one eye has a blind spot, data from the second eye is used to complete the single image in the mind – and this is how we do not notice the normal blind spots everyone has where the optic nerve leaves each eyeball. With the early stages of glaucoma, the smallish blind areas are only obvious when one eye is closed, so that your brain only works from one sensor. But our own sophisticated data processing fills in the blind spots with a plain area in the same colour/style of image as its surroundings, so you think that you see the whole panorama. With luck, opening the other eye will add detail from the second sensor, to complete the picture.

When glaucoma gets severe, the blind spots from each eye begin to overlap, meaning that the processor has no data coming in from either of its two sensors for certain areas of your view, so the processor moves up a gear and fills the area with sort of a plain colour, the same as the surrounding areas. But actually it tries harder, and if you were viewing an array of books on shelves, the mind can insert a sort of composite image of the books there, and fill the blind spot: it almost tries to fill the space with past image information, when it last had an input from that area – when you were looking at that spot maybe. But the brain is not so good at this, and anyway it is old data. The driving authorities do not allow glaucoma sufferers to drive cars, as a child, or animal, or bollard, can disappear in a blind spot, replaced by an image of the surrounding tarmac road surface.

Astronomers already use this approach to refine telescope pictures of planets: getting the sharpest bits of multiple repeat images, disturbed by atmospherics, vibration etc., which can then be processed to produce an unblemished image.

Cataract operation

Cataracts affect the vision, basically by making the image less precise, almost by adding a fog. I have just had the right eye operated on, and a ‘clean’ plastic lens inserted to replace the old cloudy lens. This does not help the glaucoma, but it gives the processor a whole new set of problems. Having worn glasses for myopia for 60 years, these were discarded as the new lens can see perfectly at distance. The brain now still uses the two sensors, but presents preferentially the sharply focused image from the right eye for distance viewing, supressing the fuzzy, out of focus image still available from the left eye. For close up views, maybe when reading, the left eye image is used, as the muscles of the right eye have lost some of their strength, and cannot focus up-close. So the brain switches sensors. All this happened straight away, no learning time needed.

It was more of a problem when my glasses came back, one lens replaced with plain glass. Maybe they had been distorted by the optician, but the two images were displaced vertically with respect to one another. This requires the eyeballs to not move together, as they do when moving from side to side, but for one eye to move up with respect to the other. Not easy, particularly as the processor called on muscles not accustomed to such work to operate separately. So there was a mechanical delay in the control loop, of around a second, whenever I moved my gaze onto a different subject. The brain was doing the job, it was just the body complaining! However, a better option here is to adjust the frame of the glasses to restore normal operations.

But do I need to wear glasses at all … or can the brain do the job without them?

Nick Denbow spent 30 years as a UK-based process instrumentation marketing manager, and then changed sides – becoming a freelance editor and starting Processingtalk.com. Avoiding retirement, he published the INSIDER automation newsletter for five years, and then acted as their European correspondent. He is now a freelance Automation and Control reporter and newsletter publisher, with a blog on www.nickdenbow.com





Share this article:
Share via emailShare via LinkedInPrint this page

Further reading:

The thermal combustion balancing act
Editor's Choice
From carbon taxes to export tariffs, and cost containment to security of supply and sustainability, companies are under increasing pressure to switch to greener fuel sources. Associated Energy Services warns that this pivotal change has some potentially serious knock-on effects.

Read more...
What’s driving the IE3 motor revolution?
WEG Africa Editor's Choice
The International Efficiency 3 (IE3) motor standard will soon become South Africa’s legal minimum standard, mandating that local suppliers offer more efficient electric motors. What is driving this change, and how does it affect the many industries that rely on these modern electric workhorses?

Read more...
Unlocking the smart factory
ElectroMechanica Editor's Choice Motion Control & Drives
At ElectroMechanica, we recognise that transitioning to smart automation isn’t just about adopting new technology; it’s about solving real challenges. Labour shortages, rising costs and downtime due to outdated machinery make digital transformation essential for long-term competitiveness.

Read more...
Case History 197: Bad reboiler temperature control.
Michael Brown Control Engineering Editor's Choice Flow Measurement & Control
It is very important that reboiler temperature controls operate well in petrochemical refineries, or the product quality can really suffer. I was asked to check such a control in a refinery where they were having problems with one of these controls.

Read more...
The future of industrial automation: fieldbus and industrial networking
LAPP Southern Africa Editor's Choice
As a global leader in integrated solutions in the field of cable and connection technology, LAPP recognises that fieldbus and industrial networking technologies are pivotal in shaping the future of manufacturing and production processes.

Read more...
AI-driven innovations with CCTV and cyber security
RJ Connect Editor's Choice Fieldbus & Industrial Networking
The fast progress of artificial intelligence (AI) and video analytics is redefining the rail surveillance landscape. Advancements have bolstered proactive event detection, predictive maintenance and enhanced situational awareness.

Read more...
Loop signature 27: SWAG tuning of simple integrating processes.
Editor's Choice
The chief control engineer of one of the largest petrochemical refineries in South Africa once sent me an email after a course at his plant. He wrote that he had found the section on SWAG tuning of simple integrating processes one of the most informative of the whole course.

Read more...
Harnessing industrial AI agents for reliable automation
Editor's Choice IT in Manufacturing
The excitement around generative AI (GenAI) has been undeniable, promising wide-ranging changes across industries. However, for those of us in the world of industrial control and automation, the realities of implementing these powerful technologies are a little more nuanced.

Read more...
Futureproof your industrial network security with OT-centric cyber security
RJ Connect Editor's Choice
To achieve digital transformation, industrial operators must first address the daunting task of merging their information technology (IT) and operational technology (OT) infrastructure. In this article, we focus on the importance of strong OT network security and provide some tips on how to strengthen cybersecurity for industrial operations.

Read more...
The symbiotic relationship between OEMs and SIs
Schneider Electric South Africa Editor's Choice System Integration & Control Systems Design
While businesses tend to turn directly to original equipment manufacturers OEMs or vendors when embarking on IT projects, the role of the SI as a key facilitator and partner cannot be overstated.

Read more...