The relationship, or lack of one, between CFA accuracy & noise

This is why they [CCDs] were sharper at base ISO (where no NR is needed for less densely pixel packed sensors) but fell apart at higher ISO.
Your assumption about the underlying noise is wrong.

Consider two Leica cameras, one CMOS and one CCD.

https://www.photonstophotos.net/Charts/PDR.htm#Leica M11,Leica M9

ec117c04eb464deda86ec3fb8fd18400.jpg.png

The CCD sensor has far more noise at all ISO settings.

Here are two Hasselblad cameras, one CCD and one CMOS:

https://www.photonstophotos.net/Charts/PDR.htm#Hasselblad H4D-50,Hasselblad X2D-100c

45ad9d11c1f740e3beb7a29373055fea.jpg.png

The CCD sensor has far more noise at all ISO settings.
These all have a similar number of megapixels I take it?
No. The CMOS sensors have many more pixels, and finer pitch.
I'm comparing older sensors with less megapixels vs modern more pixel packed sensors.
So am I.
By the way, with astrophotography specialty cameras, they all have CCD sensors exclusively. We do 2x2 binning to make the sensor more sensitive (captures more stars at faster shutter speeds.)
I've seen several CMOS astro cameras advertised.
When you examine both at 1:1 do you notice the CMOS output to be cleaner?

--
In the councils of government, we must guard against the acquisition of unwarranted influence, whether sought or unsought, by the military industrial complex. The potential for the disastrous rise of misplaced power exists and will persist. We must never let the weight of this combination endanger our liberties or democratic processes. We should take nothing for granted. Only an alert and knowledgeable citizenry can compel the proper meshing of the huge industrial and military machinery of defense with our peaceful methods and goals, so that security and liberty may prosper together.
-Dwight D. Eisenhower, 1961
 
This is why they [CCDs] were sharper at base ISO (where no NR is needed for less densely pixel packed sensors) but fell apart at higher ISO.
Your assumption about the underlying noise is wrong.

Consider two Leica cameras, one CMOS and one CCD.

https://www.photonstophotos.net/Charts/PDR.htm#Leica M11,Leica M9

ec117c04eb464deda86ec3fb8fd18400.jpg.png

The CCD sensor has far more noise at all ISO settings.

Here are two Hasselblad cameras, one CCD and one CMOS:

https://www.photonstophotos.net/Charts/PDR.htm#Hasselblad H4D-50,Hasselblad X2D-100c

45ad9d11c1f740e3beb7a29373055fea.jpg.png

The CCD sensor has far more noise at all ISO settings.
These all have a similar number of megapixels I take it?
No. The CMOS sensors have many more pixels, and finer pitch.
I'm comparing older sensors with less megapixels vs modern more pixel packed sensors.
So am I.
By the way, with astrophotography specialty cameras, they all have CCD sensors exclusively. We do 2x2 binning to make the sensor more sensitive (captures more stars at faster shutter speeds.)
I've seen several CMOS astro cameras advertised.
When you examine both at 1:1 do you notice the CMOS output to be cleaner?
At same print size, there is a huge noise different, in favor of the CMOS. I have used both Kodak and Hasselblad CCD camera a lot. Both are very noisy by today's standards.

--
 
... And the colors were more saturated too.
Hey what can I say, some of us love brighter more punchy, Kodachrome style colors.

It's why I buy mostly Olympus and Fuji cameras.
.
... brighter more punchy ...
A subject that has for some time fascinated me regards the aesthetic roots/flavors of sets of archetypal yet subjectively derived metaphorical dream masks which we tend to imagine as underpinning some alleged to be unitary objective reality. Note how few descriptive terms are based (only) in the perceptual faculties involving sight and sound themselves, whereas a multitude of terms rooted in tactile, as well as also perhaps olfactory, impressions abound:

Sight Related:

Shining, glowing, bright, hazy, dim, dark, (and perhaps) reflecting.

Sound Related:

Loud, reflecting.

Tactile/Olfactory Related:

Soft, smooth, rough, fuzzy, firm, hard, punchy, wet, dry, sharp, blunt, dull, thick, thin, spongy, full, fat, meaty, big, bouncy, sticky, tacky, steaming odious groat clusters from old grandma's kitchen.

Please submit any further favorite aesthetic metaphors thought to serve some purpose in attempts to objectively characterize what are implicitly subjective perceptual impression(s).
 
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By the way, with astrophotography specialty cameras, they all have CCD sensors exclusively. We do 2x2 binning to make the sensor more sensitive (captures more stars at faster shutter speeds.)
You owe it to yourself to have a look around OutsideTheMatrix, things have changed over the last decade.

All current kings of Astro are based on CMOS sensors like the Sony IMX571 used in cameras like the ZWO ASI 2600. QE and read noise are much better compared to CCD. They also do 2x2 binning and more, for less.
I've been using monochrome CCD cameras with color filters for awhile now, have CMOS filters really surpassed them in this area? That would be amazing since the monochrome CCD cameras were already pretty good.
For an example feast your eyes on these specs OutsideTheMatrix:

Sony IMX571 (mono)
Pixels: 6244 x 4168
Pixel size: 3.76 μm
Sensor size: 23.5 x 15.7 mm
Full well capacity: 50 ke-
Read noise: 1 e-
QE: 80%
Frame rate: 4 FPS
ADC: 16-bit
Color or mono versions
MonoCameras: ZWO ASI2600MM Pro, QHYCCD QHY268 M, + 19 others

Then take a look at the price.

Jack
 
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... And the colors were more saturated too.
Hey what can I say, some of us love brighter more punchy, Kodachrome style colors.

It's why I buy mostly Olympus and Fuji cameras.
.
... brighter more punchy ...
A subject that has for some time fascinated me regards the aesthetic roots/flavors of sets of archetypal yet subjectively derived metaphorical dream masks which we tend to imagine as underpinning some alleged to be unitary objective reality. Note how few descriptive terms are based (only) in the perceptual faculties involving sight and sound themselves, whereas a multitude of terms rooted in tactile, as well as also perhaps olfactory, impressions abound:

Sight Related:

Shining, glowing, bright, hazy, dim, dark, (and perhaps) reflecting.

Sound Related:

Loud, reflecting.

Tactile/Olfactory Related:

Soft, smooth, rough, fuzzy, firm, hard, punchy, wet, dry, sharp, blunt, dull, thick, thin, spongy, full, fat, meaty, big, bouncy, sticky, tacky, steaming odious groat clusters from old grandma's kitchen.

Please submit any further favorite aesthetic metaphors thought to serve some purpose in attempts to objectively characterize what are implicitly subjective perceptual impression(s).
I question whether objective reality even exists. Everyone perceives colors differently. Have you heard of imaginary colors? It's interesting how they are not supposed to exist and yet some people report being able to see them. Many people find certain scents repugnant, while others don't mind them at all. It's interesting how much of our universe exists inside our own brains.

--
In the councils of government, we must guard against the acquisition of unwarranted influence, whether sought or unsought, by the military industrial complex. The potential for the disastrous rise of misplaced power exists and will persist. We must never let the weight of this combination endanger our liberties or democratic processes. We should take nothing for granted. Only an alert and knowledgeable citizenry can compel the proper meshing of the huge industrial and military machinery of defense with our peaceful methods and goals, so that security and liberty may prosper together.
-Dwight D. Eisenhower, 1961
 
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By the way, with astrophotography specialty cameras, they all have CCD sensors exclusively. We do 2x2 binning to make the sensor more sensitive (captures more stars at faster shutter speeds.)
You owe it to yourself to have a look around OutsideTheMatrix, things have changed over the last decade.

All current kings of Astro are based on CMOS sensors like the Sony IMX571 used in cameras like the ZWO ASI 2600. QE and read noise are much better compared to CCD. They also do 2x2 binning and more, for less.
I've been using monochrome CCD cameras with color filters for awhile now, have CMOS filters really surpassed them in this area? That would be amazing since the monochrome CCD cameras were already pretty good.
For an example feast your eyes on these specs OutsideTheMatrix:

Sony IMX571 (mono)
Pixels: 6244 x 4168
Pixel size: 3.76 μm
Sensor size: 23.5 x 15.7 mm
Full well capacity: 50 ke-
Read noise: 1 e-
QE: 80%
Frame rate: 4 FPS
ADC: 16-bit
Color or mono versions
MonoCameras: ZWO ASI2600MM Pro, QHYCCD QHY268 M, + 19 others

Then take a look at the price.

Jack
wildly low read noise and very high quantum efficiency!!

full well capacity / dynamic range is amazingly high!!
 
I question whether objective reality even exists. Everyone perceives colors differently. Have you heard of imaginary colors? It's interesting how they are not supposed to exist and yet some people report being able to see them.
Well, some people report Elvis sightings... In the context of this discussion, color is a human perception, so it exists in our brains only. This does not mean that there is no physics (and biology, and math) staying behind it, and no models. This is what Jim studies.
Many people find certain scents repugnant, while others don't mind them at all. It's interesting how much of our universe exists inside our own brains.
Idealism vs. existentialism?
 
By the way, with astrophotography specialty cameras, they all have CCD sensors exclusively. We do 2x2 binning to make the sensor more sensitive (captures more stars at faster shutter speeds.)
You owe it to yourself to have a look around OutsideTheMatrix, things have changed over the last decade.

All current kings of Astro are based on CMOS sensors like the Sony IMX571 used in cameras like the ZWO ASI 2600. QE and read noise are much better compared to CCD. They also do 2x2 binning and more, for less.
I've been using monochrome CCD cameras with color filters for awhile now, have CMOS filters really surpassed them in this area? That would be amazing since the monochrome CCD cameras were already pretty good.
For an example feast your eyes on these specs OutsideTheMatrix:

Sony IMX571 (mono)
Pixels: 6244 x 4168
Pixel size: 3.76 μm
Sensor size: 23.5 x 15.7 mm
Full well capacity: 50 ke-
Read noise: 1 e-
QE: 80%
Frame rate: 4 FPS
ADC: 16-bit
Color or mono versions
MonoCameras: ZWO ASI2600MM Pro, QHYCCD QHY268 M, + 19 others

Then take a look at the price.

Jack
wildly low read noise and very high quantum efficiency!!

full well capacity / dynamic range is amazingly high!!
Not for CMOS.
 
I question whether objective reality even exists. Everyone perceives colors differently.
99% of women and 93% of men perceive color pretty much the same way in the color matching experiment.
Have you heard of imaginary colors?
Imaginary colors are mathematical constructs. Like two of the PPRGB primaries.
It's interesting how they are not supposed to exist and yet some people report being able to see them. Many people find certain scents repugnant, while others don't mind them at all. It's interesting how much of our universe exists inside our own brains.
 
By the way, with astrophotography specialty cameras, they all have CCD sensors exclusively. We do 2x2 binning to make the sensor more sensitive (captures more stars at faster shutter speeds.)
You owe it to yourself to have a look around OutsideTheMatrix, things have changed over the last decade.

All current kings of Astro are based on CMOS sensors like the Sony IMX571 used in cameras like the ZWO ASI 2600. QE and read noise are much better compared to CCD. They also do 2x2 binning and more, for less.
I've been using monochrome CCD cameras with color filters for awhile now, have CMOS filters really surpassed them in this area? That would be amazing since the monochrome CCD cameras were already pretty good.
For an example feast your eyes on these specs OutsideTheMatrix:

Sony IMX571 (mono)
Pixels: 6244 x 4168
Pixel size: 3.76 μm
Sensor size: 23.5 x 15.7 mm
Full well capacity: 50 ke-
Read noise: 1 e-
QE: 80%
Frame rate: 4 FPS
ADC: 16-bit
Color or mono versions
MonoCameras: ZWO ASI2600MM Pro, QHYCCD QHY268 M, + 19 others

Then take a look at the price.
Following the link provided, it appears that the source Sony corporation information web-page no longer exists - but I located a Wayback archive of original specification document:

https://web.archive.org/web/2022070...oducts/common/pdf/IMX571BLR-J_Flyer_ver10.pdf
 
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I question whether objective reality even exists. Everyone perceives colors differently. Have you heard of imaginary colors? It's interesting how they are not supposed to exist and yet some people report being able to see them.
Well, some people report Elvis sightings... In the context of this discussion, color is a human perception, so it exists in our brains only. This does not mean that there is no physics (and biology, and math) staying behind it, and no models. This is what Jim studies.
Many people find certain scents repugnant, while others don't mind them at all. It's interesting how much of our universe exists inside our own brains.
Idealism vs. existentialism?
Yes I love the mathematics of color especially as it applies to narrowband filters used for astrophotography and invisible light photography (both infrared and ultraviolet). UV photography particularly interests me as the camera can capture markings on flowers that are invisible to the human eye but that pollinators like bees can see.

Yes, I think existentialism wins....
 
I question whether objective reality even exists. Everyone perceives colors differently.
99% of women and 93% of men perceive color pretty much the same way in the color matching experiment.
Have you heard of imaginary colors?
Imaginary colors are mathematical constructs. Like two of the PPRGB primaries.
It's interesting how they are not supposed to exist and yet some people report being able to see them. Many people find certain scents repugnant, while others don't mind them at all. It's interesting how much of our universe exists inside our own brains.
The other example are chimeral colors.

It makes me wonder what Manta Shrimp can see (they have receptors for up to 18 primary colors as well as polarized light.)

--
In the councils of government, we must guard against the acquisition of unwarranted influence, whether sought or unsought, by the military industrial complex. The potential for the disastrous rise of misplaced power exists and will persist. We must never let the weight of this combination endanger our liberties or democratic processes. We should take nothing for granted. Only an alert and knowledgeable citizenry can compel the proper meshing of the huge industrial and military machinery of defense with our peaceful methods and goals, so that security and liberty may prosper together.
-Dwight D. Eisenhower, 1961
 
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It makes me wonder what Manta Shrimp can see (they have receptors for up to 18 primary colors as well as polarized light.)
Do you mean mantis shrimp? And I think you mean spectra, not colors.
"Mantis shrimp's super colour vision debunked" (2014)

"Master of all Low Light Gazers - Periplaneta americana" (2016)
Cockroaches YUCK, why haven't we exterminated them yet?

There is a list of pests I want to drive to extinction and that's high on the list (along with mosquitos, centipedes, rats, etc.)

Regardless of them being able to distinguish between close wavelengths of light, they can still see polarized light-- which we cannot.

With their huge highly intelligent brains (including the ones in their arms) and large eyes I wonder if Octopus and Giant Squid can see better than we can.
 
Cockroaches YUCK, why haven't we exterminated them yet?

There is a list of pests I want to drive to extinction and that's high on the list (along with mosquitos, centipedes, rats, etc.)

Regardless of them being able to distinguish between close wavelengths of light, they can still see polarized light-- which we cannot.

With their huge highly intelligent brains (including the ones in their arms) and large eyes I wonder if Octopus and Giant Squid can see better than we can.
From this extended digression, I'm assuming that you now accept my points about the relative merits of CMOS and CCD sensors in consumer cameras.
 
Cockroaches YUCK, why haven't we exterminated them yet?

There is a list of pests I want to drive to extinction and that's high on the list (along with mosquitos, centipedes, rats, etc.)

Regardless of them being able to distinguish between close wavelengths of light, they can still see polarized light-- which we cannot.

With their huge highly intelligent brains (including the ones in their arms) and large eyes I wonder if Octopus and Giant Squid can see better than we can.
From this extended digression, I'm assuming that you now accept my points about the relative merits of CMOS and CCD sensors in consumer cameras.
No, because I still see the older cameras producing better results, I've been buying them on ebay. There should be a real world test rather than just graphical data.
 
Cockroaches YUCK, why haven't we exterminated them yet?

There is a list of pests I want to drive to extinction and that's high on the list (along with mosquitos, centipedes, rats, etc.)

Regardless of them being able to distinguish between close wavelengths of light, they can still see polarized light-- which we cannot.

With their huge highly intelligent brains (including the ones in their arms) and large eyes I wonder if Octopus and Giant Squid can see better than we can.
From this extended digression, I'm assuming that you now accept my points about the relative merits of CMOS and CCD sensors in consumer cameras.
No, because I still see the older cameras producing better results, I've been buying them on ebay. There should be a real world test rather than just graphical data.
Do you think that everybody's faking the data? Do you think that the data is irrelevant?

Or is it like my mom used to say: my mind is made up; don't confuse me with facts?

I was so glad to get rid of my CCD 'blads and stop worrying about DR except in the studio, where I could control the contrast.
 
Cockroaches YUCK, why haven't we exterminated them yet?

There is a list of pests I want to drive to extinction and that's high on the list (along with mosquitos, centipedes, rats, etc.)

Regardless of them being able to distinguish between close wavelengths of light, they can still see polarized light-- which we cannot.

With their huge highly intelligent brains (including the ones in their arms) and large eyes I wonder if Octopus and Giant Squid can see better than we can.
From this extended digression, I'm assuming that you now accept my points about the relative merits of CMOS and CCD sensors in consumer cameras.
No, because I still see the older cameras producing better results, I've been buying them on ebay. There should be a real world test rather than just graphical data.
Do you think that everybody's faking the data? Do you think that the data is irrelevant?

Or is it like my mom used to say: my mind is made up; don't confuse me with facts?

I was so glad to get rid of my CCD 'blads and stop worrying about DR except in the studio, where I could control the contrast.
No I don't think the data is being faked at all, I just want to see actual differences in photographs taken using typical shooting conditions in the real world (not laboratory experiments.)
 

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