I am using C# and want to save images using JPEG format. However .NET reduces quality of the images and saves them with compression that is not enough.
I want to save files with their original quality and size. I am using the following code but compression and quality are not like the original ones.
Bitmap bm = (Bitmap)Image.FromFile(FilePath);
ImageCodecInfo[] codecs = ImageCodecInfo.GetImageEncoders();
ImageCodecInfo ici = null;
foreach (ImageCodecInfo codec in codecs)
{
if (codec.MimeType == "image/jpeg")
ici = codec;
}
EncoderParameters ep = new EncoderParameters();
ep.Param[0] = new EncoderParameter(System.Drawing.Imaging.Encoder.Quality, (long)100);
bm.Save("C:\\quality" + x.ToString() + ".jpg", ici, ep);
I am archiving studio photos and quality and compression is very important. Thanks.
The .Net encoder built-in to the library (at least the default Windows library provided by Microsoft) is pretty bad:
http://b9dev.blogspot.com/2013/06/nets-built-in-jpeg-encoder-convenient.html
Partial Update
I'm now using an approach outlined here, that uses ImageMagick for the resize then jpegoptim for the final compression, with far better results. I realize that's a partial answer but I'll expand on this once time allows.
Older Answer
ImageMagick is the best choice I've found so far. It performs relatively solid jpeg compression.
http://magick.codeplex.com/
It has a couple downsides:
It's better but not perfect. In particular, its Chroma subsampling is set to high detail at 90% or above, then jumps down to a lower detail level - one that can introduce a lot of artifacts. If you want to ignore subsampling, this is actually pretty convenient. But if you wanted high-detail subsampling at say, 50%, you have a larger challenge ahead. It also still won't quite hit quality/compression levels of Photoshop or Google PageSpeed.
It has a special deployment burden on the server that's very easy to miss. It requires a Visual Studio 2008 SDK lib installed. This lib is available on any dev machine with Visual Studio on it, but then you hit the server for the first time and it implodes with an obscure error. It's one of those lurking gotchas most people won't have scripted/automated, and you'll trip over it during some future server migration.
Oldest Answer
I dug around and came across a project to implement a C# JPEG encoder by translating a C project over:
http://www.codeproject.com/Articles/83225/A-Simple-JPEG-Encoder-in-C
which I've simplified slightly:
https://github.com/b9chris/ArpanJpegEncoder
It produces much higher quality JPEGs than the .Net built-in, but still is not as good as Gimp's or Photoshop's. Filesizes also tend to be larger.
BitMiracle's implementation is practically identical to the .Net built-in - same quality problems.
It's likely that just wrapping an existing open source implementation, like Google's jpeg_optimizer in PageSpeed Tools - seemingly libjpeg underneath, would be the most efficient option.
Update
ArpanJpegEncoder appears to have issues once it's deployed - maybe I need to increase the trust level of the code, or perhaps something else is going on. Locally it writes images fine, but once deployed I get a blank black image from it every time. I'll update if I determine the cause. Just a warning to others considering it.
It looks like you're setting the quality to 100%. That means that there will be no compression.
If you change the compression level (80, 50, etc.) and you're unsatisifed with the quality, you may want to try a different image library. LEADTools has a good (non-free) engine.
UPDATE: As a commenter mentioned, 100% quality still does not mean lossless compression when using JPEG. Loading the image, doing something to it, and then saving it again will ultimately result in image degradation. If you need to alter and save an image without losing any of the data you need to use a lossless format such as TIFF, PNG or BMP. I'd go with compressed TIFF (since it's still lossless even though it's compressed) or PNG.
Compression and quality are always a trade off.
JPEGs are always going to be lossy.
You may want to consider using PNG and minifying the files using PNGCrush or PNGauntlet
Regarding the setup of the compression level in .NET, please check this link (everything included): http://msdn.microsoft.com/en-us/library/bb882583.aspx
Rearding your question:
Usually you will save the uploaded image from users as PNG, then you use this PNG as base to generate your JPGs with different sizes (and you put a watermark ONLY on the JPGs, never on the original PNG!)
Advantage of this is: if you change your images-dimensions later on for your platform, you have the original PNG saved and based on this you can re-compute any new image sizes.
It must save the file like its orjinal quality and size
That doesn't make a lot of sense. When you are using lossy compression you are going to lose some information by definition. The point of compressing an image is to reduce the file size. If you need high quality and jpeg isn't doing it for you you may have to go with some type of lossless compression, but your file sizes will not be reduced by much. You could always try using the 'standard' library for compressing to jpeg (libjpeg) and see if that gives you any different results (I doubt it, but I don't know what .NET is using under the hood.)
Compressing the jpeg format by its very nature reduces quality. Perhaps you should look into file compression, such as #ziplib. You may be able to get a reasonable compression over a group of files.
Related
I get Out of Memory exception when using System.Drawing.Graphics.FromImage (using latest versions of .NET software on Windows 2012 server), ONLY on a very few specific image files. Most of the time the code works fine.
Typical answers to above issue indicate that certain resources are not being released.
Please consider the following before answering:-
This specific image is 34KB in size, is a .JPG image. Server is idle and has over 32GB RAM.
If I look at properties of
this jpg file, using windows explorer, by right-clicking on file, Windows says: 96 dpi and 32 bit depth.
BUT, if I open this jpg file using any graphics program (e.g. photoshop), the file properties show as: 72 dpi and 24 bit depth.
So, there is a mis-match between what I think file header properties
say and what the file actually contains.
Further, if I open the jpg
file using a graphics program and just re-save without changing
anything, the file properties in windows explorer now match/read correct
(72 dpi and 24 bit depth); and the file is processed by
System.Drawing.Graphics correctly, without throwing exception.
Due to my limited knowledge of the subject, I don't know if the file header of an image file can contain different data from actual file contents.
Questions:
How can I fix this problem? Or how can I tell System.Drawing.Graphics to ignore file header data and just look at actual image file contents? (as all graphics programs such as photoshop appear to do).
Thanks!
While I'm not a guru on the JPEG file format i did some research on the subject and here's what i found that could help you with your problem/questions.
Note that this answer will assume rather than specifically pinpoint the source of your problem due to the lack of an example file to inspect and tell what differs it from what the .Net/GDI+ JPEG/JFIF decoder expects.
The JPEG/JFIF format
Starting off, you might want to have some insight into the JPEG/JFIF format itself. After all, you have just encountered a file that .Net/GDI+ cannot load/parse. Since i don't have the file you experience issues with i would suggest you load it up in a hex editor of choice... that has the capability to highlight the file based on a template/code/parser.
I used 010 Editor and the JPEG Template from Sweetscape's online template repository.
010 Editor comes with a 30-day free trial.
What you are specifically looking for is the SOFn identifier and data in your bad JPEG.
In the SOFn data i can see that my image is Y (154) pixels high and X (640) pixels wide with a precision of 8 bits per component using 3 components, making it 24 bits per pixel.
The JPEG/JFIF format is a huge mix of many different implementations/formats. Obviously, you won't find every variant of the format in any library that has been around since long long ago before the odd JPEG formats appeared. Which the GDI+ library has.
In your case, i suspect you have run into the commonly asked about CMYK color profile on your JPEG files.
The .Net implementation
You said you used System.Drawing.Graphics.FromImage so i will assume your code looks like one of the following:
Graphics.FromImage(Image.FromFile("nope.jpg"));
Graphics.FromImage(Image.FromFile("nope.jpg", true));
Graphics.FromImage(Image.FromStream(nopeJpegStream));
From those calls, you may get an OutOfMemoryException when the native gdiplus.dll calls...
GdipGetImageGraphicsContext
GdipLoadImageFromFile
GdipLoadImageFromFileICM (or their respective *Stream variants) or
GdipImageForceValidation
... returns code 3 or 5 (Out of memory or Insufficient buffer respectively)
Which i gathered from referencesource.microsoft.com looking through the .Net sources there.
In any case, this most likely isn't an issue with .Net but an issue with GDI+ (gdiplus.dll) which Microsoft doesn't provide source code for. Which also means that there is no way of controlling how the image loads using the .Net wrappers and there's no way to check WHY it fails. (though i still suspect your JPEG is saved with CMYK)
Unfortunately, you are going to find many many more of these strange exceptions/errors as you move along in GDI+ land. As the library is all but deprecated in favor of the Windows Presentation Framework (WPF) and the Windows Imaging Component. (WIC)
My own testing
Since you never provided an image or any additional details on the subject i attempted to reproduce your issue. Which was a task in of itself, Image.FromFile (GdipLoadImageFromFile) will fail on many different file formats. At least it doesn't care what the file extension is, which thankfully Photoshop does.
So with your information, i finally managed to reproduce a .jpg file that loads fine in Photoshop, shows DPI as 96 and bit depth as 32. Of course, if i knew more about the JPEG format i probably could have gotten to the solution right away.
Showing this file (which i had to set to CMYK color space in Photoshop) in 010 Editor gave me the following SOFn data: Y (154) pixels high and X (640) pixels wide with a precision of 8 bits per component using 4 components, making it 32 bits per pixel.
I suspect you would see the same on your "bad" file.
And yes, Image.FromFile now throws an OutOfMemoryException!
Possible solutions
Use an external library for loading image files. (An exercise i leave to you but ImageMagick A.K.A Magick.NET seems like a good bet)
Make use of a command line tool (invoked when you get this exception) that can convert an image from one format to another. Or from JPEG to JPEG as it may be in this case. (Once again, ImageMagick's "convert" command line tool seems like a good bet)
Use the Windows Presentation Framework assemblies...
public static Image ImageFromFileWpf(string filename) {
/* Load the image into an encoder using the Presentation Framework.
* This is done by adding a frame (which in laymans terms is a layer) to a class derived BitmapEncoder.
* Only TIFF, Gif and JPEG XR supports multiple frames.
* Since we are going to convert our image to a GDI+ resource we won't support this as GDI+ doesn't (really) support it either.
* If you want/need support for layers/animated Gif files, create a similar method to this one that takes a BitmapFrame as an argument and then...
* 1. Instanciate the appropriate BitmapDecoder.
* 2. Iterate over the BitmapDecoders frames, feeding them to the new method.
* 3. Store the returned images in a collection of images.
*
* Finally, i opted to use a PngBitmapEncoder here which supports image transparency.
*/
var bitmapEncoder = new PngBitmapEncoder();
bitmapEncoder.Frames.Add(BitmapFrame.Create(new Uri(filename)));
// Use a memorystream as a handover from one file format to another.
using (var memoryStream = new MemoryStream()) {
bitmapEncoder.Save(memoryStream);
/* We MUST create a copy of our image from stream, MSDN specifically states that the stream must remain
* open throughout the lifetime of the image.
* We cannot instanciate the Image class, so we instanciate a Bitmap from our temporary image instead.
* Bitmaps are derived from Image anyways, so this is perfectly fine.
*/
var tempImage = Image.FromStream(memoryStream);
return new Bitmap(tempImage);
}
}
Based on this answer...
... Which i would say is a good option as it keeps you within the .Net framework.
Please keep in mind that when the method returns, you do specifically get a PNG image back. If you call Image.Save(string) on it you WILL save a PNG file, no matter what extension you save it as.
There is an overload Image.Save(string, ImageFormat) that will save the file using the intended file format. However, using that overload with ImageFormat.Jpeg will cause a loss in quality in the resulting file on more than one level.
That can be somewhat remedied by using the third overload:
foreach (var encoder in ImageCodecInfo.GetImageEncoders()) {
if (encoder.MimeType == "image/jpeg")
image.Save(filename, encoder, new EncoderParameters { Param = new [] { new EncoderParameter(Encoder.Quality, 100L) }});
}
Which, at least, will save a JPEG with "almost" no compression. GDI+ still doesn't do a good job at it.
However, no matter how much you twist and turn it. GDI+ will not be as good as a proper image library, which once again would most likely be ImageMagick. The further away you can get from GDI+, the better off you will be.
Conclusion / TL:DR and other notes.
Q: Can i load these files in .Net?
A: Yes, with a bit of fiddling and not using GDI+ for the initial loading of the file as GDI+ doesn't support the CMYK color space in JPEG files.
And even so, GDI+ lacks support for many things which is why i would recommend an external image library over GDI+.
Q: Mismatch in DPI and bit depth for file between Windows and <insert photo app here>
A: This is just proof that Windows JPEG loading differs from other applications JPEG loading routines. Only applications that use GDI or GDI+ would see the same information that Windows does when showing image details.
If you are using Windows 7+ then it isn't using GDI+ to show the information nor the image. It is using WPF or WIC to do so which are somewhat more up to date.
Q: If I open the jpg file using a graphics program and just re-save without changing anything, the file properties in windows explorer now match/read correct (72 dpi and 24 bit depth)
A: If you are using Adobe Photoshop and you use "Save for web" then the JPEG image will not be saved in CMYK format. Use "Save As..." instead and you will find that the color space (and bit depth) stays the same.
However, i wasn't able to reproduce your discrepancy in DPI and bit depth when loading my file in Photoshop. They are reported as the same in both Windows and Photoshop.
I had the same issue with this bug - seems as though the Graphics / Bitmap / Image library throws an exception with certain malformed images. Narrowing it down more than that, as Cadde shows, is difficult.
Following on from the great answer made by Cadde (which left using an external library as an exercise to the reader), I changed my code to the following using MagickNet which you can get here, or simply with NuGet: PM> Install-Package Magick.NET-Q16-x86.
The code tries to create a Graphics object from the image, and if it fails, uses ImageMagick to load the image again, convert to a Bitmap, and attempts to load from there.
Image bitmap = Bitmap.FromFile(filename, false);
Graphics graphics = null;
try
{
graphics = Graphics.FromImage(bitmap);
}
catch (OutOfMemoryException oome)
{
// Well, this looks like a buggy image.
// Try using alternate method
ImageMagick.MagickImage image = new ImageMagick.MagickImage(filename);
image.Resize(image.Width, image.Height);
image.Quality = 90;
image.CompressionMethod = ImageMagick.CompressionMethod.JPEG;
graphics = Graphics.FromImage(image.ToBitmap());
}
I had the same problem. My jpg file was generated from Photoshop. A simple solution is to open the jpg file with Winodws Paint, and save as a new jpg file. Import the new jpg file to C# project and the problem will be disappear.
My customer has about 100,000 scanned documents (jpg) which they work with everyday. I want to know how can I reduce the file size of those images for faster file transfer and browsing.
The documents are scanned in black/white, saved in jpg format. They have a resolution of 150dpi and size of 1275x1753 (width x height). The main problem is their size which is between ~150kb and ~500kb which I think is too high for a black/white picture.
Is there a chance that I can reduce their size with changing the resolution, changing some color mode or something? Tried playing around with Photoshop but no luck.
The scanned documents are just for the sole purpose of Reviewing. So I don't think they need much detail or the original pic size.
Gonna write the program in c#, So tell me if there is a good image library for this purpose.
If your images are JPEG-compressed than they are either grayscale (8 bits per pixel) or full color (24 or 32 bits per pixel). I am not aware of any other JPEG types out there.
Given that, you probably won't get much benefit if you try to convert these images to other formats without changes to their size (number of pixels in both directions) and/or color space.
There is a possibility that JPEG 2000 might compress your images better than JPEG, but another lossy compression will introduce some more artifacts. You might try for yourself and see if this approach is acceptable for you. I can't recommend you any tools for this approach, though.
I would recommend you to try and convert your images to bilevel ones (i.e. with only two colors) and compress them with one of the FAX compression schemes (Group 3 or Group 4). You might try to reduce images sizes at the same time, too. This can be easily achieved using Docotic.Pdf library (Disclaimer: I work for the vendor of the library).
Please take a look at my answer to a question similar to yours. The answer shows how to use RecompressWithGroup4Fax and/or Scale methods to recompress existing images in PDF.
There is also valuable advice from #plinth about JBIG2 compression and other stuff. Well worth reading.
We have a around 600,000 images that were converted from JPEG to TIFF files and uploaded to our FileNet repository. These TIFF images are multi-page, made by stitching multiple JPEGs.
This was done couple of years ago. Now we started getting complaints from users the quality of the TIFF images are not the same as they were when they were JPEGs.
Is there any way we can improve the quality of TIFF files? If I have to re-migrate this data, can JPEGs be of multiple pages? Please advice.
You can't just add quality to an image, so you can either try improving the appearance of the current information or you'll need to re-create the images to get better information.
To me, it sounds like the initial creation process is the most likely cause of the quality issue. How you create the image is important.
For example, I had a large number of photos I needed to re-size, so I used irfanview's batch convert and the results were horrible. Perhaps I had the settings wrong, I don't know.
I then tried using ImageMagick, and the results were great.
The point being, the conversion process isn't trivial.
If I were you, I'd look at how the images were created, experiment with different settings to determine what gives the best appearance, then re-create your photo gallery.
For photographic material, there's no real reason to use anything other than a jpeg if the target market is the general consumer.
Both TIFF and JPEG support lossless and lossy storage of your images. You mentioned that there was a previous conversion. The conversion was probably a lossy conversion as such you probably won't be able to recover that data to the way it was previously.
That said if you have the original source images you might be able to get back to where you where. Regarding multi-image jpegs, there is such a format *.mpo but I haven't seen it used before so your millage may vary.
You probably converted gray scale or color Jpeg to Tiff. The most common is Tiff G4 which is only 1 bit per pixel. So 24 or 8 bits was converted to 1 bit and you will see a lot of images losses. There are multiple methods to improve image quality but I would have to see the images first to suggest a method.
I'm working on Steganography application. I need to hide a message inside an image file and secure it with a password, with not much difference in the file size. I am using Least Significant Bit algorithm and could do it successfully with BMP files but it does not work with JPEG, PNG or TIFF files. Does this algorithm work with these files at all? Is there a better way to achieve this? Thanks.
This heavily depends on the way the particular image format works. You'll need to dive into the internals of the format you want to use.
For JPEG, you could fiddle with the last bits of the DCT coefficients for each block.
For palette-based files (GIFs, and some PNGs), you could add extra colours to the palette that look identical to the existing ones, and encode information based on which one you use.
You'll have to distinguish between pixel-based (Bitmap) and palette-based formats (GIF) for which the steganographic technique is quite different. Also be aware that there are image formats like JPG that lose information in the compression process.
I'd also advice some general introduction to steganography including different formats.
Least Significant Bit approach does not work with JPEG and GIF images because you are using the pixel data (raw image) to store hidden information before compression. A pixel p, with data 0x123456 will probably not have this value after compression because its value depends on the compression rate and neighbour pixels. In this case we are talking about algorithms that does not only compact the image (like a ZIP, that keeps the content), but changes the color distribution, texture, and quality in order to decrease the number of bits to represent it.
However, PNG can be used just to compact the image in the same sense of ZIP file, keeping the content. Therefore, you can use the Least Significant Bit for PNG images, so that Wikipedia Steganography page shows example in this format.
As long as the image format is lossless, you can use the LSB steganography in pixels (BMP, PNG, TIFF, PPM). If it is lossy, you have to try something else, as compression and subsequent decompression cause small changes in the pixels and the message is gone. In GIF, you can embed your message into the palette. In JPEG you change the DCT coefficients, a low-level frequency representation of the image, which can be read from and saved as JPEG file losslessly.
There is an extensive research on steganography in JPEG. For introduction, I personally recommend Steganography in Digital Media: Principles, Algorithms, and Applications by Jessica Fridrich - must-read material for serious attempts in steganography. The approaches for various image formats are discussed in-depth there.
Also, LSB is inefficient and very easily detectable, you should not use that. There are better algorithms, however usually heavy on math and complex. Look for "steganography embedding distortion" and "steganography codes".
I am using C# and want to save images using JPEG format. However .NET reduces quality of the images and saves them with compression that is not enough.
I want to save files with their original quality and size. I am using the following code but compression and quality are not like the original ones.
Bitmap bm = (Bitmap)Image.FromFile(FilePath);
ImageCodecInfo[] codecs = ImageCodecInfo.GetImageEncoders();
ImageCodecInfo ici = null;
foreach (ImageCodecInfo codec in codecs)
{
if (codec.MimeType == "image/jpeg")
ici = codec;
}
EncoderParameters ep = new EncoderParameters();
ep.Param[0] = new EncoderParameter(System.Drawing.Imaging.Encoder.Quality, (long)100);
bm.Save("C:\\quality" + x.ToString() + ".jpg", ici, ep);
I am archiving studio photos and quality and compression is very important. Thanks.
The .Net encoder built-in to the library (at least the default Windows library provided by Microsoft) is pretty bad:
http://b9dev.blogspot.com/2013/06/nets-built-in-jpeg-encoder-convenient.html
Partial Update
I'm now using an approach outlined here, that uses ImageMagick for the resize then jpegoptim for the final compression, with far better results. I realize that's a partial answer but I'll expand on this once time allows.
Older Answer
ImageMagick is the best choice I've found so far. It performs relatively solid jpeg compression.
http://magick.codeplex.com/
It has a couple downsides:
It's better but not perfect. In particular, its Chroma subsampling is set to high detail at 90% or above, then jumps down to a lower detail level - one that can introduce a lot of artifacts. If you want to ignore subsampling, this is actually pretty convenient. But if you wanted high-detail subsampling at say, 50%, you have a larger challenge ahead. It also still won't quite hit quality/compression levels of Photoshop or Google PageSpeed.
It has a special deployment burden on the server that's very easy to miss. It requires a Visual Studio 2008 SDK lib installed. This lib is available on any dev machine with Visual Studio on it, but then you hit the server for the first time and it implodes with an obscure error. It's one of those lurking gotchas most people won't have scripted/automated, and you'll trip over it during some future server migration.
Oldest Answer
I dug around and came across a project to implement a C# JPEG encoder by translating a C project over:
http://www.codeproject.com/Articles/83225/A-Simple-JPEG-Encoder-in-C
which I've simplified slightly:
https://github.com/b9chris/ArpanJpegEncoder
It produces much higher quality JPEGs than the .Net built-in, but still is not as good as Gimp's or Photoshop's. Filesizes also tend to be larger.
BitMiracle's implementation is practically identical to the .Net built-in - same quality problems.
It's likely that just wrapping an existing open source implementation, like Google's jpeg_optimizer in PageSpeed Tools - seemingly libjpeg underneath, would be the most efficient option.
Update
ArpanJpegEncoder appears to have issues once it's deployed - maybe I need to increase the trust level of the code, or perhaps something else is going on. Locally it writes images fine, but once deployed I get a blank black image from it every time. I'll update if I determine the cause. Just a warning to others considering it.
It looks like you're setting the quality to 100%. That means that there will be no compression.
If you change the compression level (80, 50, etc.) and you're unsatisifed with the quality, you may want to try a different image library. LEADTools has a good (non-free) engine.
UPDATE: As a commenter mentioned, 100% quality still does not mean lossless compression when using JPEG. Loading the image, doing something to it, and then saving it again will ultimately result in image degradation. If you need to alter and save an image without losing any of the data you need to use a lossless format such as TIFF, PNG or BMP. I'd go with compressed TIFF (since it's still lossless even though it's compressed) or PNG.
Compression and quality are always a trade off.
JPEGs are always going to be lossy.
You may want to consider using PNG and minifying the files using PNGCrush or PNGauntlet
Regarding the setup of the compression level in .NET, please check this link (everything included): http://msdn.microsoft.com/en-us/library/bb882583.aspx
Rearding your question:
Usually you will save the uploaded image from users as PNG, then you use this PNG as base to generate your JPGs with different sizes (and you put a watermark ONLY on the JPGs, never on the original PNG!)
Advantage of this is: if you change your images-dimensions later on for your platform, you have the original PNG saved and based on this you can re-compute any new image sizes.
It must save the file like its orjinal quality and size
That doesn't make a lot of sense. When you are using lossy compression you are going to lose some information by definition. The point of compressing an image is to reduce the file size. If you need high quality and jpeg isn't doing it for you you may have to go with some type of lossless compression, but your file sizes will not be reduced by much. You could always try using the 'standard' library for compressing to jpeg (libjpeg) and see if that gives you any different results (I doubt it, but I don't know what .NET is using under the hood.)
Compressing the jpeg format by its very nature reduces quality. Perhaps you should look into file compression, such as #ziplib. You may be able to get a reasonable compression over a group of files.