Histograms & Bell Curves

© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.
Those who follow this blog or who have come to our workshops know that Arnie and I don’t think much of a “perfect” bell curve or histogram. We encourage our participants to photograph for effect, as we do ourselves. When the histogram is weighted to the left (dark) or right (light), there is no bell curve as we know it.

So, for those of you who don’t know what I mean, a so-called “perfect” bell curve lies in the center of your histogram and pretty much mimics the outline of your average bell … dinner bell, Liberty Bell, school bell. Is this a good shape for your histogram (all the smaller screen captures here are histograms)? Some people think so. Others, like Arnie and me, do not.

© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.The painting above is a well-known one by Rembrandt called Aristotle with Bust of Homer. Note how its histogram is weighted to the left. Many people call this “Rembrandt light.” You know, where the edges are dark, drawing your eye away from the edge to the main subject that is lighter.

We were in Bryce Canyon last fall, and some of our participants witnessed an instructor from another workshop sending his students back over and over again until they came up with the perfect bell curve.

Our group was appalled. So were we. I can only imagine what the man from Bryce would think of Rembrandt’s bell curve above. Perhaps he’d send the painter back over and over again until he got it right.

Let’s pretend that Rembrandt did go back. This might have been his painting along with its much-tidier bell-curve histogram.

© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.

With the above, do you think anyone would remember who Rembrandt was today? I can’t speak for others, but I, for one, wouldn’t have given him a second glance. Yuck!

I can hear Arnie and me critiquing …

“You know, Remb, while you do have a very nice sense of composition, it gets lost in the fact that everything pretty much has the same tonality. I don’t feel any emotion here. Where did you want your viewers’ eyes to go? It’s not clear. You really need to study light and the effect it has in your image.”

All kidding aside, there are certainly places where it is appropriate for the histogram to not crowd the left or right edge. Photographers doing catalog or scientific work, where faithful renditions are critical, must pay careful attention to the color and tonality of an image; they generally need to stay away from those untamed histograms that spike near the edges.

But many people photograph for effect. Our workshop participants often ask if we check our histograms.

Arnie says, “Yes;” I say, “No.” Sounds like a song, doesn’t it?

That doesn’t mean that Arnie is unduly influenced by what he sees, nor does it mean that I am not aware of the lights and darks. In both cases, we know what we want out of our photographs, and we have been at this long enough to know the results of our settings. After all, we shot film for many decades. Transparencies, even, where you didn’t get a second chance. Many of you did, too.

Let’s look at a few examples where clipping definitely occurs, along with the attendant histograms. No bell curves here. The blue represents a lack of detail in the shadows/darks; the red indicates the lack of detail in the highlights/lights. I saw this in the scenes, and frankly, that was what attracted me to them.

Try to imagine, as with Rembrandt’s painting above, what the photographs would look like with a “perfect” bell curve. [shudder]

Many of you know one of my favorite photos from Savannah that has garnered many positive comments. It was done in one of the famous cemeteries, and I wanted “the light at the end of the tunnel” that is so often described by people with near-death experiences. If there had been a lot of detail at the end, the image would not have had the same effect or message.
© 2009 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.Note the very narrow spike on the right edge of the histogram.

It was late, late afternoon when we were coming up the river in southern Belize and found these cayuks. To me, it was a classic case of gorgeous, Rembrandt light. There’s no doubt that I would have failed that gentleman’s course in Bryce Canyon.
© 2010 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.

In the next example, a young woman sets up her loom. There is little light in the building. I loved the way the light caressed the side of her face. Do I care that the darks are really dark? You know the answer; it’s what I love about the image.
© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.

Sometimes, Arnie and I shoot high key. High key is term in art to describe an image whose values (lights to darks) are all or almost all at the light end of the spectrum. We were down in the Lowcountry of South Carolina, and while everyone was making dark, saturated, sunset images, I went the other way and shot high key. Look at how many of the highlights are blown out. Again, do I care? Yes, because it’s exactly the effect I wanted, including the flare that I chose not to remove with Content Aware Fill in CS5.
© 2009 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.© 2011 Margo Taussig Pinkerton.  All Rights Reserved.  From Barefoot Contessa Photo Adventures.  For usage and fees, please e-mail BC (at) ZAPphoto (at) com or contact us at 310 Lafayette Drive, Hillsborough, NC  27278 or at 919-643-3036 before 9 p.m. east-coast time.

Each person has a different aesthetic, but whatever yours is at any given time, photograph for effect, and while the histogram may be helpful, don’t get too hung up on it as the do-all/end-all (exceptions noted) if you really know what you want.

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13 thoughts on “Histograms & Bell Curves”

  1. A couple of other thoughts. If you get a spike on the right (overexposure), there will be no information at all to print and you will get a white area on the print. However, if the shot is underexposed you may not have lost detail in the shadows. If desired, they might be brought back using Lightroom.
    When in doubt it may be helpful to shoot two or three shots at different exposure settings.
    And of course, there is HDR which can handle an extreme difference in exposure value. Some hate HDR, I think because it is often misused.
    It is useful to play around taking pictures that may not be keepers but do provide a way for one to test different exposure settings and the resulting histogram.

    1. George,

      Like the pundits, you are correct in your observations, that there is no information. That said, many photographers have always used exposure as a creative tool for effect.

      For example, in my shot from Savannah, looking down the road in the cemetery, I didn’t want any information “at the end of the tunnel.” If Rembrandt had achieved a perfect bell curve, people would ask, Rem Who?

      Bracketing is always a safe bet, and as you note, Photomatix used as the zone system can be very effective,

      Take care, and thanks for your input, as always,

      TBC

  2. Another truly great post, Margo. Knowing how to break “the rules” to achieve one’s artistic purpose is one of the characteristics of a true artist.

    Best,
    Lauren

    1. Lauren,

      In our workshops, we teach “the rules,” but we also say to break them, but break them on purpose, knowing the effect you want, not by mistake!

      Thanks for commenting, and take care,

      TBC

    2. Lauren,

      Thank you for taking the time to comment on the blog. I think you have hit right on the center of the nail head the crux of the issue. Well done!

      Take care,

      TBC

  3. thank you for this- as someone who is just getting back into photography and never really knew all the technical aspects, I appreciate this explanation.
    And I totally agree with your viewpoint on adhering (or not) to the “rules”
    (If found this thru LinkedIn Creative Women group)

    1. Dori,

      I am so glad this was helpful. Too many so-called pundits extol the bell curve as the do-all/end-all. Many of them have never earned the full living as a pro photographer. Those of us who have know hat a bell curve is, and occasionally need to have one, but mostly, we photograph for effect. It is why we were successful.

      Meanwhile, it is really nice to find some LinkedIn people here.

      Thanks for writing, and take care,

      TBC

  4. I am so glad that you pointed out that the histogram is only as useful as the photographer’s understanding of how to use it. One thing that I find helpful, but often forget, is to use the blinkies – that is turn on the control that allows the overexposed areas to blink when reviewing the image. The images that you chose to explain the problem of using the histogram without understanding are excellent.
    It is essential to consider where you want detail to be important. Again I forget to do this all too often.

    1. George,

      Thanks for weighing in and explaining why this blog serves as a good reminder to you, and everyone, for that matter.

      Take care,

      TBC

  5. Very interesting. I completely agree with your comments.

    Fine art photography is all about the artists expressing their vision. Personally for my work, I don’t care about histograms and all that gobbly gook.

    1. Marc,

      Well put, but we do have to keep in mind those whose work depends upon faithful reproduction of a scene, widget, or item. For them, histograms make sense. For the rest of us, as you pointed out, no. And for those of us who have been photographing for decades, we had no histogram to check as we were photographing for much of that time. I learned about exposures when I started out with my Brownie Hawkeye camera and what was then called 160 film, later called 220 or 2-1/4. Film came with a multi-folded piece of paper, and therein was a chart and suggested exposures — light sand and snow, bright sunlight, light overcast (or something of that ilk), cloudy, and open shade. I may have the nomenclature slightly wrong, but the principles are here. Learning that way, then adjusting for effect, quickly became second nature. When I first met an in-camera meter. I never paid much attention to it. Funny about that!

      Thanks for writing,

      TBC

    1. Nicole,

      I am glad these blogs help, and thanks for writing. We miss you and look forward to the next time you come to a BCPA workshop.

      Best to you both,

      TBC

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