HOW MUCH DIGITAL CAMERA RESOLUTION DO YOU NEED
by
Andrew Cornwall
Copyright, October 2000
Updated September 2002
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Hello. Thank you for visiting my website.
Please be aware that this article is out of date. I have debated with myself about deleting it, but the outcome is a draw. You are welcome to read the article for the viewpoint of 2000 and 2002, but times have changed. Digital cameras are now much less expensive and commonly have resolution of more than 5 megapixels, which should be adequate for any usual picture taking. Also, with the advent of high-capacity, inexpensive, removable flash drives (those little USB things about the size of a lipstick) portable bulk storage of picture files is no longer much of an issue. Further alleviating the storage problem is that newer computers have lots of extra hard drive space. True, the higher megapixel pictures produce larger files, but the new technology seems to be up to the challenge.
Another recent change is most digital cameras now come with at least 3X optical zoom as standard. Three-times optical zoom is sufficient for most general picture taking.
--- Andy
May 2007
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One of the questions that I am sometimes asked is how much resolution is
required of a digital camera to take satisfactory pictures. Digital camera resolution
is rated in megapixels, which refers to the number of (million) picture points are
captured when a picture is taken. Today, digital cameras typically have in the range
of one, two, three, and up to six megapixels. In general, cameras with higher resolution cost
significantly more. In deciding which digital camera to buy there is frequently a
trade off between lower price and higher picture quality. In this article I give some
observations based on my research and experience.
SOME BACKGROUND ABOUT MY DIGITAL PHOTOGRAPHY (AND RV)
EXPERIENCE
A few years ago I obtained a basic, one-megapixel, digital camera prior
to taking a 2-month RV trip across North America, My experience with this camera
allowed me to become familiar with the characteristics of digital photography. I
wrote an article for "Highways" magazine (May 2000 issue) of the Good Sam Club
relating what I learned from taking over 700 hundred pictures on the RV trip. The
most significant conclusion is not technical; rather it relates to the new paradigm of
digital picture-taking. Taking a picture is now essentially costless and RVers (and
others) have a new freedom to extensively visually record their travels. Further,
because digital images can be easily edited, pictures may be taken in less than
ideal circumstances and still yield good results. Although digital photographers may
want to print out the 'pinnacle' pictures to send to friends and loved ones, the only
practical way to show a multitude of pictures is by computer. In my case, I visually
documented my wife's and my RV trip by creating a 35 minute self-running slide
show consisting of the 500 pictures that survived my post trip review and editing.
It is a fast-paced presentation with each picture showing for only several seconds.
The slide show was saved to a computer data CD to share with others. The
prospective viewer pops the CD into his or her computer, clicks the mouse on the
slide show icon, and sits back to watch the pictures 'go by'.
My wife's and my next picture-taking RV trip, lasting 3 months in the summer of 2000, was across Canada into the Yukon and Alaska. During this trip I took more than 1,300 pictures
aided by a new and distinctly more capable, three megapixel, digital camera. I
temporarily used about 1 gigabyte of my laptop computer's hard drive to store the
growing accumulation of images. After weeks spent on the daunting task of selecting, editing,
and organizing the pictures I produced a 1,013 picture CD slide show of the 'Yukon and Alaska Trip'. Over the winter of 2001-02 we spent several months RVing in the U.S. Southwest, which has yielded a CD slide show of nearly 800 pictures documenting the journey, the sights, and boondocking (i.e. dry camping) in the desert.
WITH DIGITAL CAMERAS THERE IS LESS TO PIXELS THEN 'MEETS THE EYE'
Before dealing with the question of digital camera resolution it is useful to put
the visual significance of pixels into perspective. Consider the pixel resolution of a
regular (NTSC) and HDTV television pictures, computer screens, and typical digital
cameras as follows:
COMPARISON OF PIXEL RESOLUTION
| Horizontal | Vertcal | Pixels | RGB Colour Detail % |
|
| Television: | NSTC | 427 | 525 | 224,175 | 100/100/100 |
| HDTV | 1050 | 600 | 630,000 | 100/100/100 |
| Computer: | ||||
| VGA | 640 | 480 | 307,200 | 100/100/100 |
| SVGA | 800 | 600 | 480,000 | 100/100/100 |
| Digital Camera (Megapixels): | (Image Sensors) | |||
| One | 1280 | 960 | 1,228,800 | 25/50/25 |
| Two | 1600 | 1200 | 1,920,000 | 25/50/25 |
| Three | 2048 | 1536 | 3,145,728 | 25/50/25 |
Although both NTSC, HDTV, VGA, and SVGA are acceptable television and
computer visual media, they have less than one megapixel resolution, the minimum
deemed appropriate for even entry level digital cameras. Simple comparisons of
pixel counts obscures the issue, however. First, television pictures are meant to be
viewed from a relatively far distance, for example 5 ft for NSTC. Second, SVGA
(and better) computer images are surprisingly clear even close up due to their
relatively small, distinct, dot pitch size per pixel (e.g. 0.28 mm or smaller) compared
to the large size of the screen.
Another important consideration is that television and computer
screens display each pixel in potentially all of the colours of the rainbow. While the fundimental picture element in a television screen and computer monitor is a pixel, in a digital camera it is an image sensor. The pixels in a digital camera obtain their range of hues and brightnesses from an array of distinct red, green or blue image sensors. The distribution of digital camera image sensors is 50% for green, 25% red, and 25% blue There are almost as many pixels as there are image sensors. (If my math is correct, a camera with 1 million full-color pixels would have 1,004,004 image sensors: 251,001 red, 502,002 green, and 251,001 blue.)
The process of combining RGB sensor information into full-color pixels and the implication for digital camera picture quality are outlined as follows. The color of a 'pixel' is the weighted average of the respective luminance values of a block of 9 red, green, and blue image sensors. How this works is seen with the aid of the representation of a partial image sensor grid below; the numbers at the margin are for grid cell references.
| 1 | 2 | 3 | 4 | 5 | 6 | .... | |
| 1 | G | R | G | R | G | R | .... |
| 2 | B | G | B | G | B | G | .... |
| 3 | G | R | G | R | G | R | .... |
| 4 | B | G | B | G | B | G | .... |
| 5 | G | R | G | R | G | R | .... |
| 6 | B | G | B | G | B | G | .... |
| .... | .... | .... | .... | .... | .... | .... | .... |
Starting with the upper left corner, the first image pixel is centered on cell 2/2 (row 2, column 2)
and its colour value is calculated from the respective red, green, and blue luminance values of image sensors at cell
2/2 and those at the 8 cells surrounding it (i.e. 1/1, 1/2, 1/3, 2/1, 2/3, 3/1, 3/2, and 3/3. The next image pixel
in the row is centered one image sensor to the right, and the next image pixel
in the column is centered one image sensor below. (For a better pictural explanation refer to
www.shortcourses.com/choosing/how/03.htm.)
The important effect of this scheme is that the calculation of pixel colors next to each other
are based on the luminance information of many of the same image sensors. Six of the 9 image
sensors are the same for immediately neighboring pixels. Three of the nine image sensors are
common to pixels centered two cells away. Thus, the colors of pixels are a moving average
of luminance data of blocks of 9 image sensors. This limits the ability of pixels next to each other
to have large changes in color value. As a result distinct edge lines in digital pictures, upon close
inspection, appear to be fuzzy or blurred. Thus the need for picture sharpening, discussed below. (Before leaving this particular topic, it is interesting to note that a new image sensor technology exists whereby an individual sensor obtains all RGB luninance values. The technology is described at www.dpreview.com/news/0202/02021101foveonx3.asp. Presumably, digital cameras incorportaing these new sensors would not be subject to bluring caused by interpulation averaging.)
I will not ponder on the fact that the colour value for each image sensor in a typical
digital camera is limited to a scale of 8 bits, that is 256 discrete luminance levels of either red, gree, or blue. When the 8 bits of the red, green, and blue image sensors are combined in a
pixel, however, they produce a 24 bit potential pallette, consisting of over
16 million colours. This is a lot of colours/shades and the human eye/brain may not
be able to discern all of the subtleties between them. In any case, many computer
video cards have the same limitation 24 bit limitation. Therefore, when viewing
images on a computer screen the 24 bit colour resolution of a digital camera does
not present any further restriction on potential image quality.
Another compromise in digital camera resolution compared to other
electronic visual media is the use of image compression. Digital cameras invariably
employ JPEG compression to allow an image to be stored in one-quarter to one-tenth of the computer/camera memory needed for an uncompressed image. The
compression process averages hue information for clusters of pixels (perhaps 2x2
pixels) but retains their unique luminance (i.e. gray scale) values. The effect of
compression may reduce effective pixel resolution by a factor of 25%, depending
on the compression ratio. In extreme cases compression results in 'blotchy' artifacts
in images.
Most digital cameras process images to 'sharpen' them. Images can also be
sharpened outside of the camera by computer image editing software. The effect
is to de-blur high-contrast boundaries within the image to make them appear
distinctive. The result can be visually pleasing, but sharpening does represent a
further adulteration of image information. Too much sharpening results in a brittle,
crystalline looking picture.
When viewing images on a computer monitor there is a further compromise
in image quality when the pixel dimensions of the screen are not an exact multiple
of the pixel dimensions of the image. Viewer software processes image information
to force fit a 2048x1536 picture, for example, onto an 800x600 pixel screen, which
tends to blur the picture on the screen. One lesson here is that if a picture needs
additional sharpening by software, the sharpening should be applied to a picture
in its final, showable size. My first digital camera did not have internal sharpening
so I had to apply sharpening via image viewer software. To process the images for
the slide show I first converted them to 800x600 pixels, then sharpened them in that
format.
So what is the conclusion of all this discussion about pixels? The conclusion
is that what we know about pixel resolution from dealing with television and
computer monitor (and printer) images does not strictly relate to digital cameras. If
it did, then a digital camera that takes the 800x600 (one-half megapixel) image
would be all of the resolution that is ever needed to produce perfect pictures for viewing on a typical computer screen. Quite the contrary, a digital camera with only
one-half megabyte resolution does not yield very detailed and clear computer
screen images. As noted above, digital camera images are subject to limitations
that no amount of resolution will completely overcome. As their resolution increases
there is a definite improvement in picture quality, all else being equal. But it is not
accurate to say that images from a two megapixel camera are twice as clear as
those from a one megapixel camera, etc.
WHAT IS THE CONCLUSION ABOUT DIGITAL CAMERA RESOLUTION BASED
ON EXPERIENCE
As I mentioned before, my first digital camera was a very basic one
megapixel model. It did not have optical zoom nor extensive controls to manually
override the camera's automatic settings for picture lighting and focus. Never the
less, the pictures from this camera produced a very satisfying computer slide show
of 500 pictures documenting my wife's and my RV trip. I played the slide show, and
individual computer images, to over a dozen people. The responses were always
about the beautiful and interesting content of the pictures. Not once did anyone
complain about their quality. I have also printed a number of the images in 8"x10"
pictures, and their quality is quite acceptable. Again, when people look at these
pictures the potential lack of quality does not deter from the enjoyment of the
pictures' content.
The one megapixel camera does a particularly good job of capturing detail
in close-up pictures, within 2 meters or so. If the primary interest in using a digital
camera is to take intimate pictures of the kids and pets, then a one megapixel
camera may be all that is needed.
My second digital camera is a three megapixel model, there is a noticeable
improvement in picture quality. Where this makes the most difference is in
landscape pictures with the higher resolution providing more detail in far off
foliage, mountain crags, and animal shapes. I prefer the quality of the pictures of
this camera to that of my one megapixel unit, but in this regard I may be more
critical than most. Certainly, not all that many people are willing to spend the
considerable extra money to buy a three or more megapixel camera. If my first digital
camera had been a reasonably capable two megapixel model I might not have been
tempted to replace it.
OTHER IMPORTANT CONSIDERATIONS
Pixel resolution is only one aspect bearing on the capability of a digital
camera to produce satisfying results. The camera's underlying optics must be of
high quality. Even with film cameras, poor optics produce poor pictures. My first
digital camera did not have optical zoom; the next one had 3X optical zoom. Having
used both I like zoom, because it is easier to frame a picture to cover and highlight
the most interesting parts of a scene.
There is a lot of similarity between digital camera models, but each has features and characteristics that make it different and worthy of religious loyalty. I will not delineate the pros and cons of the various models here. I have one experience-driven opinion, however, that is important for RVers. I strongly recommend a digital camera that uses easily replaceable AA batteries. RVers may be faced with the need for fresh batteries when shore power is not available to charge a camera's internal battery. Rechargeable AA batteries are economical, and chargers are available that run off an RV's 12 volt power supply and that are solar powered. In a pinch, an RVer can usually buy a fresh set of AA batteries at almost any destination. Having a dead camera in a location of beauty or interest is a very frustrating experience.