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LAST RESORT: MANUAL NOISE REDUCTION

Thursday, May 29th, 2008

…or the ‘fast track to carpal tunnel syndrome.’

On occasion a type of noise appears in some digital images that is nearly impossible to remove using an automated process - in fact using “normal” noise reduction actually makes this type of noise stand out even more. I can’t really reproduce it because I’m not really sure exactly what causes it to appear. However, I know it exists and that seems to be particularly bothersome during long exposures in warm weather and that it shows up mostly in the mid-tones and shadows.

I’m certain it can be fixed at exposure time by one or a combination of ETTR, Zero Noise, or HDR techniques, however none of those are particularly suited for long exposures with star trails which is the example I’m using here. Perhaps image averaging would work but I wasn’t familiar enough with it at the time of this exposure to use it.

In any case, here is the original image I’m working with:

While you can’t see the noise in the image at this size it is very obvious at a normal print size and would ruin the image if it was not removed.

Here is a 100% crop of the original in the lower area of the rocks - you can see the white speckly noise very clearly:

And here is the same 100% crop with the noise removed - quite a difference:

So the technique to remove this noise is one of those that starts with “Well, I’ll just try it on a small area first…” and then “That looks great, and it didn’t take that long!” followed by “Wow, this is taking forever, I can’t believe I’m still doing this…” and finally “I’ve come too far to stop now…”

But at least it’s really simple - zoom to 400% in your editor and use the clone tool or the healing brush to click on every single little speck. Sound tedious? Well, it is. And it also takes a really long time!

All is not lost however…the newest generation Canons - probably those that are using the Digic III processor and newer sensors - seem to have a much better handle on at least one type of noise that is difficult to remove during post processing. Post #4 in this thread compares ISO 1600 images of the 400D and the 450D and it’s obvious that the 450D has a much cleaner image including better control of the type of noise I’ve been complaining about.

Obviously this is not for everyone and certainly not for more than one or two images a year but when you need a solution it does really work.

Hidden in the Shadows

Thursday, August 2nd, 2007

There has been a lively and sometimes heated discussion on the luminous-landscape.com message boards about some of the techniques that can be used to vastly improve the level of shadow detail in an image while at the same time reducing shadow noise to almost nothing - essentially improving the signal to noise ratio throughout the image.

The author of the original post, Guillermo Luijk, introduced a sample program he had written which in its current state evaluates two input images, the first with the correct exposure for the highlights (U), the second four stops overexposed (O). Pixel by pixel, the program evaluates whether the pixel in O is blown out, and if not, adjusts the exposure to that of the pixel in U and replaces the pixel U with the exposure adjusted pixel from O. If the pixel in the O is blown out, it uses the pixel from U. The result is an image matching the exposure of U filled in with all the shadow detail and improved S/N ratio from O. The technique clearly produces fantastic results and I know he’s working to improve it and make it more flexible. Update: He has just posted an English translation of the original article here.

The one drawback to this technique is that it isn’t implemented (currently at least) as something I can easily use in my normal workflow which uses ACR and Photoshop CS3.

I’ve been experimenting with one of the other techniques presented in the thread that does fit in to my current workflow, and while it’s debatable which one produces the “best” results, the results of both are far superior to using neither. So here is a simple tutorial to get you started.

First, a little background about the image. The Montlake neighborhood in Seattle is home to the remnants of a 1960’s project to build a second North/South freeway that bypassed downtown Seattle (as opposed to I5 which runs through the city). The proposed interchange between SR-520 and the new freeway began construction but was halted when the project fell through. The partially built on/off ramps remain as part of the Washington Park Arboretum and offer a great photographic opportunities.

To start, here is the first exposure of the scene, 1/15th of a second exposure, known as Image1:
Unfinished 520 Bridge, 2007

This image is basically properly exposed for the highlights but I knew I could overexpose slightly and use the Recovery slider in ACR to recover the highlights.

Here is the second image, 1/4 of a second exposure, Exposure slider -0.25, Recovery slider +100, known as Image2:
Unfinished 520 Bridge, 2007

At this point I have pretty much the best image I could get using a single exposure and the available tools while maintaining detail in the highlights. The histogram looks similar to the first image but there is less clipping in the shadows.

In order to show the difference in the shadow detail between the two I’ll apply this curve (yes, it’s extreme but this is an example!):
Unfinished 520 Bridge, 2007

Here is a closeup of the shadow area under the structure with the curve applied.

Image1:
Unfinished 520 Bridge, 2007

Image2:
Unfinished 520 Bridge, 2007

You can see that in Image1 the detail is minimal, almost completely obscured by noise, and it’s just plain ugly. Image2 benefits from the slight overexposure and handles such an extreme adjustment much more gracefully, however there is still quite a bit of noise. Image2 is an example of the Expose to the Right technique (ETTR if you’re searching for it online). But that’s not all!

I also made a third exposure at 1 second - approximately 3 stops more than Image2, known as Image3:
Unfinished 520 Bridge, 2007

Clearly, if the concern was maintaining the highlights then this image is severely overexposed but the goal was to capture the shadows at a level which can be blended in to either Image1 or Image2 to improve the shadow detail and to make our final adjustments more flexible.

My goal was to maintain the look of Image2 while being able to make some extreme adjustments in the shadow areas to bring out the structural elements underneath the bridge. In order to do that, I adjust Image3 in ACR with a -2.8 exposure (approximately the amount it was overexposed to begin with). The amount is arbitrary really but I wanted to match the look of Image2.

Here is the resulting Image3 with -2.8 exposure:
Unfinished 520 Bridge, 2007

The shadow areas are pretty close to Image2 and the highlight areas are still blown out.

The goal now is to merge the high signal to noise ratio shadows/mids from Image3 in to Image2. To do so, follow these steps:

1. Layer Image3 on top of Image2 in Photoshop.
2. Right-click Image3 and select ‘Blending Options…’
3. Using the ‘This Layer’ Blend-if slider, move the white slider to 235, then alt-click the slider to split it and move the left half of the slider to 35. Again, these numbers are approximate and you can adjust accordingly if necessary.
Unfinished 520 Bridge, 2007

That’s it.

Looking at the result in Photoshop is nothing spectacular - it looks just like Image2 in the bottom layer. The real benefit is when we re-apply that curves adjustment. Here is the result of blending Image2 and Image3 with the curves adjustment (Image2 alone with the curve is shown again below for comparison purposes):
Unfinished 520 Bridge, 2007
Unfinished 520 Bridge, 2007

WOW!

The resulting image, even after the curves adjustment shows, for all intents and purposes, zero noise and as much detail as you could ask for (from my camera at least!) - even in the deepest shadows. You can see the difference more clearly by turning the visibility of the layer with Image3 on and off. Alternatively, if Image2 wasn’t available, the blending with Image1 is even more dramatic and would have allowed you to actually use Image1 instead of quite possibly discarding it.

The key point here is that after creating the “improved” image you can introduce huge tonal shifts to shadow areas of the image with little to no degradation in quality - effectively expanding the potential to reach the intended look or vision for the image.

Lastly, a disclaimer. I am not claiming to be the first person to use this technique nor the first person to mention it online. I also do not claim that there is no other way to accomplish the same thing - like HDR for example. My only goal here is to illustrate what a dramatic difference can be had in image quality by taking steps at the time of exposure, when it’s possible of course, to ensure you have the best “base” image to work with in the digital darkroom.

Fireworks & Lighten Blend Mode

Thursday, July 5th, 2007

Seattle Fireworks, July 4, 2007
Seattle, Lake Union Fireworks, July 4, 2007

The Lighten blend mode in Photoshop is quite useful for night photography. By definition, the lighten blend mode looks at the color information in each channel and selects the base or blend color—whichever is lighter—as the result color. Pixels darker than the blend color are replaced, and pixels lighter than the blend color do not change.

This behavior allows the photographer to take multiple exposures of a subject and combine them without creating a blown out mess. One of the most common uses is blending multiple star trail exposures together so simulate a longer exposure in the sky but maintaining the correct exposure in the foreground.

Another example is combining multiple fireworks images in to one. The image above was made by combining six similarly exposed images using the Lighten blend mode. Each additional image layered on top using the Lighten blend mode effectively added the fireworks burst from the new layer but left everything else alone. The end result is a much greater concentration of fireworks bursts and properly exposed surroundings.

Flash Galleries - Autoviewer

Tuesday, March 13th, 2007

I have debated for a while whether or not I wanted to subject the viewers of any of the galleries on this site to the issues that sometimes arise with the use of flash - long load times, annoying timers, etc. However, I recently bought the pro-version (source code) of Autoviewer from AIRTIGHT Interactive and have been having a lot of fun customizing it and trying some new gallery layouts, etc. The one caveat is that you need to have at least a little programming knowledge to make changes that aren’t part of the default option set available with the pro version.

Check out some of the samples I’ve put together - choose one of the first two by your approximate monitor resolution. The application does have an option to scale images based on browser size but I preferred to have greater control over the rest of the layout and chose to separate the two versions. If I use Autoviewer in my “real” galleries I will automatically send the user to the appropriate version. The third gallery works in all browser sizes and is a single image slide show versus the more expansive linear layout of the other two.

Height > 900
Height < 800
All sizes

Here’s a screenshot of the first gallery if you’re not interested in trying it out…
Autoviewer

Autoviewer is supported in an online form and there are instructions for quite a few customizations that have been heavily requested.