Convert Simpleitk image into Bitmap. System.ArgumentException - c#

I want to read a dicom image using simpleitk, convert it into a bitmap and then display the result in a pictureBox. But when I'm trying to do this, an ArgumentException is thrown. How can I solve this?
Here is my code:
OpenFileDialog dialog = new OpenFileDialog();
dialog.Title = "Open";
dialog.Filter = "DICOM Files (*.dcm;*.dic)|*.dcm;*.dic|All Files (*.*)|*.*";
dialog.ShowDialog();
if (dialog.FileName != "")
{
using (sitk.ImageFileReader reader = new sitk.ImageFileReader())
{
reader.SetFileName(dialog.FileName);
reader.SetOutputPixelType(sitk.PixelIDValueEnum.sitkFloat32);
sitk.Image image = reader.Execute();
var castedImage = sitk.SimpleITK.Cast(image,
sitk.PixelIDValueEnum.sitkFloat32);
var size = castedImage.GetSize();
int length = size.Aggregate(1, (current, i) => current * (int)i);
IntPtr buffer = castedImage.GetBufferAsFloat();
// Declare an array to hold the bytes of the bitmap.
byte[] rgbValues = new byte[length];
// Copy the RGB values into the array.
Marshal.Copy(buffer, rgbValues, 0, length);
Stream stream = new MemoryStream(rgbValues);
Bitmap newBitmap = new Bitmap(stream);
//I have tried in this way, but it generated ArgumentException too
//Bitmap newBitmap = new Bitmap((int)image.GetWidth(), (int)image.GetHeight(), (int)image.GetDepth(), PixelFormat.Format8bppIndexed, buffer);
Obraz.pic.Image = newBitmap;
}
}

Thank you for your comments and attempts to help. After consultations and my own searching on the internet I solved this issue. The first problem was the inadequate representation of pixel image. I had to change Float32 to UInt8 to provide an eight-bit for pixel.
var castedImage = sitk.SimpleITK.Cast(image2, sitk.PixelIDValueEnum.sitkUInt8);
Then I would already create a Bitmap using the constructor that was was commented out in question, but with (int)image.GetWidth() instead of (int)image.GetDepth().
Bitmap newBitmap = new Bitmap((int)image.GetWidth(), (int)image.GetHeight(), (int)image.GetWidth(), PixelFormat.Format8bppIndexed, buffer);
Unfortunately, a new problem appeared. The image, that was supposed to be in gray scale, was displayed in strange colors. But I found the solution here
ColorPalette pal = newBitmap.Palette;
for (int i = 0; i <= 255; i++)
{
// create greyscale color table
pal.Entries[i] = Color.FromArgb(i, i, i);
}
newBitmap.Palette = pal; // you need to re-set this property to force the new ColorPalette

Related

C# Modify a byte array and convert to image

In the code below I want to convert an image to a byte array, modify the value of some pixels, and convert it back to an image.
Everything works fine if I don't modify any pixel value. The two conversions work. But if I try to modify a pixel value between the two conversions I get an exception. Can you tell me what I am doing wrong ?
OpenFileDialog openFileDialog = new OpenFileDialog();
openFileDialog.ShowDialog();
FileStream bmpstream = new FileStream(openFileDialog.FileName, FileMode.Open, FileAccess.Read);
Bitmap spotImage = new Bitmap(bmpstream);
ImageConverter imgCon = new ImageConverter();
byte[] rgbValues = (byte[])imgCon.ConvertTo(spotImage, typeof(byte[]));
for (int counter = 2; counter < rgbValues.Length; counter += 3)
{
Buffer.SetByte(rgbValues, counter, 0x00);
//rgbValues[counter] = 0x00; <--I tried also this (not sure of the difference) and I get the same result
}
Image image2 = null;
using (MemoryStream mStream = new MemoryStream(rgbValues, 0, rgbValues.Length))
{
image2 = Image.FromStream(mStream, true); //this line gives the exception
}
pictureBox2.Image = image2;
I also tried to open the file using Bitmap.LockBits and got the same result. Here is the second version of the code (again, it worked as long as I didn't modify the byte array):
Rectangle rect = new Rectangle(0, 0, spotImage.Width, spotImage.Height);
BitmapData bmpData = spotImage.LockBits(rect, System.Drawing.Imaging.ImageLockMode.ReadOnly, spotImage.PixelFormat);
IntPtr pointeur = bmpData.Scan0;
int bytes = Math.Abs(bmpData.Stride) * bmpData.Height;
byte[] rgbValues = new byte[bytes];
System.Runtime.InteropServices.Marshal.Copy(pointeur, rgbValues, 0, bytes);
for (int counter = 2; counter < rgbValues.Length; counter += 3)
{
Buffer.SetByte(rgbValues, counter, 0x00);
//rgbValues[counter] = 0x00;
}
spotImage.UnlockBits(bmpData);
Image image2 = null;
using (MemoryStream mStream = new MemoryStream(rgbValues, 0, rgbValues.Length))
{
image2 = Image.FromStream(mStream, true); //this line gives the exception
}
pictureBox2.Image = image2;
Your both attempts failed, because as in the comments:
First attempt - you mess up bytes in file header
Second attempt - you try to decode raw pixel data as Image
Your second attempt is much closer to correct solution. Lock bits with Write enabled and stay with the image you already open - no need to rebuild new bitmap (if there is actually such need in your specific case then I leave this to you as an exercise):
OpenFileDialog openFileDialog = new OpenFileDialog();
openFileDialog.ShowDialog();
FileStream bmpstream = new FileStream(openFileDialog.FileName, FileMode.Open, FileAccess.Read);
Bitmap spotImage = new Bitmap(bmpstream);
Rectangle rect = new Rectangle(0, 0, spotImage.Width, spotImage.Height);
BitmapData bmpData = spotImage.LockBits(rect, System.Drawing.Imaging.ImageLockMode.ReadWrite, spotImage.PixelFormat);
IntPtr pointeur = bmpData.Scan0;
int bytes = Math.Abs(bmpData.Stride) * bmpData.Height;
byte[] rgbValues = new byte[bytes];
System.Runtime.InteropServices.Marshal.Copy(pointeur, rgbValues, 0, bytes);
var pixelSize = Image.GetPixelFormatSize(bmpData.PixelFormat);
for (int counter = 2; counter < rgbValues.Length; counter += 3)
{
rgbValues[counter] = 0x00;
}
// copy buffer back to image
System.Runtime.InteropServices.Marshal.Copy(rgbValues, 0, pointeur, bytes);
spotImage.UnlockBits(bmpData);
pictureBox2.Image = spotImage;
This should work. I don't know what effect on the image you wanted to achieve though.

How to extract FlateDecoded Images from PDF with PDFSharp

how do I extract Images, which are FlateDecoded (such like PNG) out of a PDF-Document with PDFSharp?
I found that comment in a Sample of PDFSharp:
// TODO: You can put the code here that converts vom PDF internal image format to a
// Windows bitmap
// and use GDI+ to save it in PNG format.
// [...]
// Take a look at the file
// PdfSharp.Pdf.Advanced/PdfImage.cs to see how we create the PDF image formats.
Does anyone have a solution for this problem?
Thanks for your replies.
EDIT: Because I'm not able to answer on my own Question within 8 hours, I do it on that way:
Thanks for your very fast reply.
I added some Code to the Method "ExportAsPngImage", but I didn't get the wanted results. It is just extracting a few more Images (png) and they don't have the right colors and are distorted.
Here's my actual Code:
PdfSharp.Pdf.Filters.FlateDecode flate = new PdfSharp.Pdf.Filters.FlateDecode();
byte[] decodedBytes = flate.Decode(bytes);
System.Drawing.Imaging.PixelFormat pixelFormat;
switch (bitsPerComponent)
{
case 1:
pixelFormat = PixelFormat.Format1bppIndexed;
break;
case 8:
pixelFormat = PixelFormat.Format8bppIndexed;
break;
case 24:
pixelFormat = PixelFormat.Format24bppRgb;
break;
default:
throw new Exception("Unknown pixel format " + bitsPerComponent);
}
Bitmap bmp = new Bitmap(width, height, pixelFormat);
var bmpData = bmp.LockBits(new Rectangle(0, 0, width, height), ImageLockMode.WriteOnly, pixelFormat);
int length = (int)Math.Ceiling(width * bitsPerComponent / 8.0);
for (int i = 0; i < height; i++)
{
int offset = i * length;
int scanOffset = i * bmpData.Stride;
Marshal.Copy(decodedBytes, offset, new IntPtr(bmpData.Scan0.ToInt32() + scanOffset), length);
}
bmp.UnlockBits(bmpData);
using (FileStream fs = new FileStream(#"C:\Export\PdfSharp\" + String.Format("Image{0}.png", count), FileMode.Create, FileAccess.Write))
{
bmp.Save(fs, System.Drawing.Imaging.ImageFormat.Png);
}
Is that the right way? Or should I choose another way? Thanks a lot!
I know this answer might be a few years to late, but maybe it will help others.
The disortion occurs in my case because image.Elements.GetInteger(PdfImage.Keys.BitsPerComponent) seems to not return the correct value. As Vive la déraison pointed out under your question, you get the BGR Format for using Marshal.Copy. So reversing the Bytes and rotating the Bitmap after executing Marshal.Copy will do the job.
The resulting code looks like this:
private static void ExportAsPngImage(PdfDictionary image, ref int count)
{
int width = image.Elements.GetInteger(PdfImage.Keys.Width);
int height = image.Elements.GetInteger(PdfImage.Keys.Height);
var canUnfilter = image.Stream.TryUnfilter();
byte[] decodedBytes;
if (canUnfilter)
{
decodedBytes = image.Stream.Value;
}
else
{
PdfSharp.Pdf.Filters.FlateDecode flate = new PdfSharp.Pdf.Filters.FlateDecode();
decodedBytes = flate.Decode(image.Stream.Value);
}
int bitsPerComponent = 0;
while (decodedBytes.Length - ((width * height) * bitsPerComponent / 8) != 0)
{
bitsPerComponent++;
}
System.Drawing.Imaging.PixelFormat pixelFormat;
switch (bitsPerComponent)
{
case 1:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format1bppIndexed;
break;
case 8:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format8bppIndexed;
break;
case 16:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format16bppArgb1555;
break;
case 24:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format24bppRgb;
break;
case 32:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format32bppArgb;
break;
case 64:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format64bppArgb;
break;
default:
throw new Exception("Unknown pixel format " + bitsPerComponent);
}
decodedBytes = decodedBytes.Reverse().ToArray();
Bitmap bmp = new Bitmap(width, height, pixelFormat);
BitmapData bmpData = bmp.LockBits(new Rectangle(0, 0, bmp.Width, bmp.Height), ImageLockMode.WriteOnly, bmp.PixelFormat);
int length = (int)Math.Ceiling(width * (bitsPerComponent / 8.0));
for (int i = 0; i < height; i++)
{
int offset = i * length;
int scanOffset = i * bmpData.Stride;
Marshal.Copy(decodedBytes, offset, new IntPtr(bmpData.Scan0.ToInt32() + scanOffset), length);
}
bmp.UnlockBits(bmpData);
bmp.RotateFlip(RotateFlipType.Rotate180FlipNone);
bmp.Save(String.Format("exported_Images\\Image{0}.png", count++), System.Drawing.Imaging.ImageFormat.Png);
}
The code might need some optimisation, but it did export FlateDecoded Images correctly in my case.
To get a Windows BMP, you just have to create a Bitmap header and then copy the image data into the bitmap. PDF images are byte aligned (every new line starts on a byte boundary) while Windows BMPs are DWORD aligned (every new line starts on a DWORD boundary (a DWORD is 4 bytes for historical reasons)).
All information you need for the Bitmap header can be found in the filter parameters or can be calculated.
The color palette is another FlateEncoded object in the PDF. You also copy that into the BMP.
This must be done for several formats (1 bit per pixel, 8 bpp, 24 bpp, 32 bpp).
Here's my full code for doing this.
I'm extracting a UPS shipping label from a PDF so I know the format in advance. If your extracted image is of an unknown type then you'll need to check the bitsPerComponent and handle it accordingly. I also only handle the first image here on the first page.
Note: I'm using TryUnfilter to 'deflate' which uses whatever filter is applied and decodes the data in-place for me. No need to call 'Deflate' explicitly.
var file = #"c:\temp\PackageLabels.pdf";
var doc = PdfReader.Open(file);
var page = doc.Pages[0];
{
// Get resources dictionary
PdfDictionary resources = page.Elements.GetDictionary("/Resources");
if (resources != null)
{
// Get external objects dictionary
PdfDictionary xObjects = resources.Elements.GetDictionary("/XObject");
if (xObjects != null)
{
ICollection<PdfItem> items = xObjects.Elements.Values;
// Iterate references to external objects
foreach (PdfItem item in items)
{
PdfReference reference = item as PdfReference;
if (reference != null)
{
PdfDictionary xObject = reference.Value as PdfDictionary;
// Is external object an image?
if (xObject != null && xObject.Elements.GetString("/Subtype") == "/Image")
{
// do something with your image here
// only the first image is handled here
var bitmap = ExportImage(xObject);
bmp.Save(#"c:\temp\exported.png", System.Drawing.Imaging.ImageFormat.Bmp);
}
}
}
}
}
}
Using these helper functions
private static Bitmap ExportImage(PdfDictionary image)
{
string filter = image.Elements.GetName("/Filter");
switch (filter)
{
case "/FlateDecode":
return ExportAsPngImage(image);
default:
throw new ApplicationException(filter + " filter not implemented");
}
}
private static Bitmap ExportAsPngImage(PdfDictionary image)
{
int width = image.Elements.GetInteger(PdfImage.Keys.Width);
int height = image.Elements.GetInteger(PdfImage.Keys.Height);
int bitsPerComponent = image.Elements.GetInteger(PdfImage.Keys.BitsPerComponent);
var canUnfilter = image.Stream.TryUnfilter();
var decoded = image.Stream.Value;
Bitmap bmp = new Bitmap(width, height, System.Drawing.Imaging.PixelFormat.Format8bppIndexed);
BitmapData bmpData = bmp.LockBits(new Rectangle(0, 0, bmp.Width, bmp.Height), ImageLockMode.WriteOnly, bmp.PixelFormat);
Marshal.Copy(decoded, 0, bmpData.Scan0, decoded.Length);
bmp.UnlockBits(bmpData);
return bmp;
}
So far... my code... it works with many png files, but not the one that comes from adobe photoshop with colorspace indexed:
private bool ExportAsPngImage(PdfDictionary image, string SaveAsName)
{
int width = image.Elements.GetInteger(PdfSharp.Pdf.Advanced.PdfImage.Keys.Width);
int height = image.Elements.GetInteger(PdfSharp.Pdf.Advanced.PdfImage.Keys.Height);
int bitsPerComponent = image.Elements.GetInteger(PdfSharp.Pdf.Advanced.PdfImage.Keys.BitsPerComponent);
var ColorSpace = image.Elements.GetArray(PdfImage.Keys.ColorSpace);
System.Drawing.Imaging.PixelFormat pixelFormat= System.Drawing.Imaging.PixelFormat.Format24bppRgb; //24 just for initalize
if (ColorSpace is null) //no colorspace.. bufferedimage?? is in BGR order instead of RGB so change the byte order. Right now it works
{
byte[] origineel_byte_boundary = image.Stream.UnfilteredValue;
bitsPerComponent = (origineel_byte_boundary.Length) / (width * height);
switch (bitsPerComponent)
{
case 4:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format32bppPArgb;
break;
case 3:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format24bppRgb;
break;
default:
{
MessageBox.Show("Unknown pixel format " + bitsPerComponent, "Error", MessageBoxButtons.OK, MessageBoxIcon.Warning);
return false;
}
break;
}
Bitmap bmp = new Bitmap(width, height, pixelFormat); //copy raw bytes to "master" bitmap so we are out of pdf format to work with
System.Drawing.Imaging.BitmapData bmd = bmp.LockBits(new Rectangle(0, 0, width, height), System.Drawing.Imaging.ImageLockMode.WriteOnly, pixelFormat);
System.Runtime.InteropServices.Marshal.Copy(origineel_byte_boundary, 0, bmd.Scan0, origineel_byte_boundary.Length);
bmp.UnlockBits(bmd);
Bitmap bmp2 = new Bitmap(width, height, pixelFormat);
for (int indicex = 0; indicex < bmp.Width; indicex++)
{
for (int indicey = 0; indicey < bmp.Height; indicey++)
{
Color nuevocolor = bmp.GetPixel(indicex, indicey);
Color colorintercambiado = Color.FromArgb(nuevocolor.A, nuevocolor.B, nuevocolor.G, nuevocolor.R);
bmp2.SetPixel(indicex, indicey, colorintercambiado);
}
}
using (FileStream fs = new FileStream(SaveAsName, FileMode.Create, FileAccess.Write))
{
bmp2.Save(fs, System.Drawing.Imaging.ImageFormat.Png);
}
bmp2.Dispose();
bmp.Dispose();
}
else
{
// this is the case of photoshop... work needs to be done here. I ´m able to get the color palette but no idea how to put it back or create the png file...
switch (bitsPerComponent)
{
case 4:
pixelFormat = System.Drawing.Imaging.PixelFormat.Format32bppArgb;
break;
default:
{
MessageBox.Show("Unknown pixel format " + bitsPerComponent, "Error", MessageBoxButtons.OK, MessageBoxIcon.Warning);
return false;
}
break;
}
if ((ColorSpace.Elements.GetName(0) == "/Indexed") && (ColorSpace.Elements.GetName(1) == "/DeviceRGB"))
{
//we need to create the palette
int paletteColorCount = ColorSpace.Elements.GetInteger(2);
List<System.Drawing.Color> paletteList = new List<Color>();
//Color[] palette = new Color[paletteColorCount+1]; // no idea why but it seams that there´s always 1 color more. ¿transparency?
PdfObject paletteObj = ColorSpace.Elements.GetObject(3);
PdfDictionary paletteReference = (PdfDictionary)paletteObj;
byte[] palettevalues = paletteReference.Stream.Value;
for (int index = 0; index < (paletteColorCount + 1); index++)
{
//palette[index] = Color.FromArgb(1, palettevalues[(index*3)], palettevalues[(index*3)+1], palettevalues[(index*3)+2]); // RGB
paletteList.Add(Color.FromArgb(1, palettevalues[(index * 3)], palettevalues[(index * 3) + 1], palettevalues[(index * 3) + 2])); // RGB
}
}
}
return true;
}
PDF may contain images with masks and with different colorspace options that is why simply decoding an image object may not work properly in some cases.
So the code also needs to check for image masks (/ImageMask) and other properties of image objects (to see if image should also use inverted colors or uses indexed colors) inside PDF to recreate the image similar to how it is displayed in PDF. See Image object, /ImageMask and /Decode dictionaries in the official PDF Reference.
Not sure if PDFSharp is capable of finding Image Mask objects inside PDF but iTextSharp is able to access image mask objects (see PdfName.MASK object types).
Commercial tools like PDF Extractor SDK are able to extract images in both original form and in "as rendered" form.
I work for ByteScout, maker of PDF Extractor SDK
Maybe not directly answer the question but another option to extract images from PDF is to use FreeSpire.PDF which can extract the image from pdf easily. It is available as Nuget package https://www.nuget.org/packages/FreeSpire.PDF/. They handle all the image format and can export as PNG. Their sample code is
using System;
using System.Collections.Generic;
using System.Text;
using System.Drawing;
using Spire.Pdf;
namespace ExtractImagesFromPDF
{
class Program
{
static void Main(string[] args)
{
//Instantiate an object of Spire.Pdf.PdfDocument
PdfDocument doc = new PdfDocument();
//Load a PDF file
doc.LoadFromFile("sample.pdf");
List<Image> ListImage = new List<Image>();
for (int i = 0; i < doc.Pages.Count; i++)
{
// Get an object of Spire.Pdf.PdfPageBase
PdfPageBase page = doc.Pages[i];
// Extract images from Spire.Pdf.PdfPageBase
Image[] images = page.ExtractImages();
if (images != null && images.Length > 0)
{
ListImage.AddRange(images);
}
}
if (ListImage.Count > 0)
{
for (int i = 0; i < ListImage.Count; i++)
{
Image image = ListImage[i];
image.Save("image" + (i + 1).ToString() + ".png", System.Drawing.Imaging.ImageFormat.Png);
}
System.Diagnostics.Process.Start("image1.png");
}
}
}
}
(code taken from https://www.e-iceblue.com/Tutorials/Spire.PDF/Spire.PDF-Program-Guide/How-to-Extract-Image-From-PDF-in-C.html)

Byte array to image conversion

I want to convert a byte array to an image.
This is my database code from where I get the byte array:
public void Get_Finger_print()
{
try
{
using (SqlConnection thisConnection = new SqlConnection(#"Data Source=" + System.Environment.MachineName + "\\SQLEXPRESS;Initial Catalog=Image_Scanning;Integrated Security=SSPI "))
{
thisConnection.Open();
string query = "select pic from Image_tbl";// where Name='" + name + "'";
SqlCommand cmd = new SqlCommand(query, thisConnection);
byte[] image =(byte[]) cmd.ExecuteScalar();
Image newImage = byteArrayToImage(image);
Picture.Image = newImage;
//return image;
}
}
catch (Exception) { }
//return null;
}
My conversion code:
public Image byteArrayToImage(byte[] byteArrayIn)
{
try
{
MemoryStream ms = new MemoryStream(byteArrayIn,0,byteArrayIn.Length);
ms.Write(byteArrayIn, 0, byteArrayIn.Length);
returnImage = Image.FromStream(ms,true);//Exception occurs here
}
catch { }
return returnImage;
}
When I reach the line with a comment, the following exception occurs: Parameter is not valid.
How can I fix whatever is causing this exception?
You are writing to your memory stream twice, also you are not disposing the stream after use.
You are also asking the image decoder to apply embedded color correction.
Try this instead:
using (var ms = new MemoryStream(byteArrayIn))
{
return Image.FromStream(ms);
}
Maybe I'm missing something, but for me this one-liner works fine with a byte array that contains an image of a JPEG file.
Image x = (Bitmap)((new ImageConverter()).ConvertFrom(jpegByteArray));
EDIT:
See here for an updated version of this answer: How to convert image in byte array
public Image byteArrayToImage(byte[] bytesArr)
{
using (MemoryStream memstr = new MemoryStream(bytesArr))
{
Image img = Image.FromStream(memstr);
return img;
}
}
I'd like to note there is a bug in solution provided by #isaias-b.
That solution assume that stride is equal to row length. But it is not always true. Due to memory alignments performed by GDI, stride can be greater then row length. This must be taken into account. Otherwise invalid shifted image will be generated. Padding bytes in each row will be ignored.
The stride is the width of a single row of pixels (a scan line), rounded up to a four-byte boundary.
Fixed code:
using System.Drawing;
using System.Drawing.Imaging;
using System.Runtime.InteropServices;
public static class ImageExtensions
{
public static Image ImageFromRawBgraArray(this byte[] arr, int width, int height, PixelFormat pixelFormat)
{
var output = new Bitmap(width, height, pixelFormat);
var rect = new Rectangle(0, 0, width, height);
var bmpData = output.LockBits(rect, ImageLockMode.ReadWrite, output.PixelFormat);
// Row-by-row copy
var arrRowLength = width * Image.GetPixelFormatSize(output.PixelFormat) / 8;
var ptr = bmpData.Scan0;
for (var i = 0; i < height; i++)
{
Marshal.Copy(arr, i * arrRowLength, ptr, arrRowLength);
ptr += bmpData.Stride;
}
output.UnlockBits(bmpData);
return output;
}
}
To illustrate what it can lead to, let's generate PixelFormat.Format24bppRgb gradient image 101x101:
var width = 101;
var height = 101;
var gradient = new byte[width * height * 3 /* bytes per pixel */];
for (int i = 0, pixel = 0; i < gradient.Length; i++, pixel = i / 3)
{
var x = pixel % height;
var y = (pixel - x) / width;
gradient[i] = (byte)((x / (double)(width - 1) + y / (double)(height - 1)) / 2d * 255);
}
If we will copy entire array as-is to address pointed by bmpData.Scan0, we will get following image. Image shifting because part of image was written to padding bytes, that was ignored. Also that is why last row is incomplete:
But if we will copy row-by-row shifting destination pointer by bmpData.Stride value, valid imaged will be generated:
Stride also can be negative:
If the stride is positive, the bitmap is top-down. If the stride is negative, the bitmap is bottom-up.
But I didn't worked with such images and this is beyond my note.
Related answer: C# - RGB Buffer from Bitmap different from C++
All presented answers assume that the byte array contains data in a known file format representation, like: gif, png or jpg. But i recently had a problem trying to convert byte[]s, containing linearized BGRA information, efficiently into Image objects. The following code solves it using a Bitmap object.
using System.Drawing;
using System.Drawing.Imaging;
using System.Runtime.InteropServices;
public static class Extensions
{
public static Image ImageFromRawBgraArray(
this byte[] arr, int width, int height)
{
var output = new Bitmap(width, height);
var rect = new Rectangle(0, 0, width, height);
var bmpData = output.LockBits(rect,
ImageLockMode.ReadWrite, output.PixelFormat);
var ptr = bmpData.Scan0;
Marshal.Copy(arr, 0, ptr, arr.Length);
output.UnlockBits(bmpData);
return output;
}
}
This is a slightly variation of a solution which was posted on this site.
In one line:
Image.FromStream(new MemoryStream(byteArrayIn));
try (UPDATE)
MemoryStream ms = new MemoryStream(byteArrayIn,0,byteArrayIn.Length);
ms.Position = 0; // this is important
returnImage = Image.FromStream(ms,true);
there is a simple approach as below, you can use FromStream method of an image to do the trick,
Just remember to use System.Drawing;
// using image object not file
public byte[] imageToByteArray(Image imageIn)
{
MemoryStream ms = new MemoryStream();
imageIn.Save(ms,System.Drawing.Imaging.ImageFormat.Gif);
return ms.ToArray();
}
public Image byteArrayToImage(byte[] byteArrayIn)
{
MemoryStream ms = new MemoryStream(byteArrayIn);
Image returnImage = Image.FromStream(ms);
return returnImage;
}
One liner:
Image bmp = (Bitmap)((new ImageConverter()).ConvertFrom(imageBytes));
You haven't declared returnImage as any kind of variable :)
This should help:
public Image byteArrayToImage(byte[] byteArrayIn)
{
try
{
MemoryStream ms = new MemoryStream(byteArrayIn,0,byteArrayIn.Length);
ms.Write(byteArrayIn, 0, byteArrayIn.Length);
Image returnImage = Image.FromStream(ms,true);
}
catch { }
return returnImage;
}
This is inspired by Holstebroe's answer, plus comments here: Getting an Image object from a byte array
Bitmap newBitmap;
using (MemoryStream memoryStream = new MemoryStream(byteArrayIn))
using (Image newImage = Image.FromStream(memoryStream))
newBitmap = new Bitmap(newImage);
return newBitmap;
Most of the time when this happens it is bad data in the SQL column. This is the proper way to insert into an image column:
INSERT INTO [TableX] (ImgColumn) VALUES (
(SELECT * FROM OPENROWSET(BULK N'C:\....\Picture 010.png', SINGLE_BLOB) as tempimg))
Most people do it incorrectly this way:
INSERT INTO [TableX] (ImgColumn) VALUES ('C:\....\Picture 010.png'))
First Install This Package:
Install-Package SixLabors.ImageSharp -Version 1.0.0-beta0007
[SixLabors.ImageSharp][1]
[1]: https://www.nuget.org/packages/SixLabors.ImageSharp
Then use Below Code For Cast Byte Array To Image :
Image<Rgba32> image = Image.Load(byteArray);
For Get ImageFormat Use Below Code:
IImageFormat format = Image.DetectFormat(byteArray);
For Mutate Image Use Below Code:
image.Mutate(x => x.Resize(new Size(1280, 960)));
I suggest using ImageSharp
Image<Bgra32> image = SixLabors.ImageSharp.Image.LoadPixelData<Bgra32>
(byteArray
, pageWidth
, pageHeight);

C# change dpi of an uploaded image

I've got to following function which is called to change the resolution of an image. I want to do this so uploaded image with for example 300dpi will be modified to 72dpi (for web). This question is related to another question here on SO where i'm working on.
I'm creation an extension method for this to be able to use this function on more places in my application, instead of only when uploading new files. (See above mentioned question)
public static byte[] SetDpiTo72(this byte[] imageToFit, string mimeType, Size newSize)
{
using (MemoryStream memoryStream = new MemoryStream(), newMemoryStream = new MemoryStream())
{
memoryStream.Write(imageToFit, 0, imageToFit.Length);
var originalImage = new Bitmap(memoryStream);
using (var canvas = Graphics.FromImage(originalImage))
{
canvas.SmoothingMode = SmoothingMode.AntiAlias;
canvas.InterpolationMode = InterpolationMode.HighQualityBicubic;
canvas.PixelOffsetMode = PixelOffsetMode.HighQuality;
canvas.DrawImage((Image)originalImage,0,0, newSize.Width, newSize.Height);
newBitmap.SetResolution(72, 72);
newBitmap.Save(newMemoryStream, ImageFunctions.GetEncoderInfo(mimeType), null);
}
return newMemoryStream.ToArray();
}
}
The mentioned extension methode is being called in a function similar to the situation below;
if (newSize.Width > originalImage.Width && newSize.Height > originalImage.Height)
{
newSize.Width = originalImage.Width;
newSize.Height = originalImage.Height;
uploadedFileBuffer = uploadedFileBuffer.SetDpiTo72(uploadedFile.ContentType, newSize);
return CreateFile(newSize, uploadedFile, uploadedFileBuffer);
}
The bytearray coming in is the file as an bytearray. It already has the correct size, but I want to change the resolution to 72dpi. However after exectution and saving the image the resolution is still the originale entered resolution, which is 300dpi. How can I do this?
UPDATE AFTER SEVERAL ANSWERS:
public static byte[] SetDpiTo72(this byte[] imageToFit, string mimeType, Size newSize)
{
using (MemoryStream memoryStream = new MemoryStream(), newMemoryStream = new MemoryStream())
{
memoryStream.Write(imageToFit, 0, imageToFit.Length);
var originalImage = new Bitmap(memoryStream);
using (var canvas = Graphics.FromImage(originalImage))
{
canvas.SmoothingMode = SmoothingMode.AntiAlias;
canvas.InterpolationMode = InterpolationMode.HighQualityBicubic;
canvas.PixelOffsetMode = PixelOffsetMode.HighQuality;
canvas.DrawImage((Image)originalImage,0,0, newSize.Width, newSize.Height);
originalImage.SetResolution(72, 72);
var epQuality = new EncoderParameter(System.Drawing.Imaging.Encoder.Quality, 75);
var epParameters = new EncoderParameters(1);
epParameters.Param[0] = epQuality;
Image newimg = Image.FromStream(memoryStream);
//Getting an GDI+ exception after the execution of this line.
newimg.Save("C:\\test1234.jpg", ImageFunctions.GetEncoderInfo(mimeType), epParameters);
originalImage.Save("test.jpg", ImageFormat.Jpeg);
//This line give me an Argumentexception - Parameter is not valid.
//originalImage.Save(newMemoryStream, ImageFunctions.GetEncoderInfo(mimeType), epParameters);
//newMemoryStream.Close();
}
return newMemoryStream.ToArray();
}
}
The stackstrace which comes with the exception is telling me the following;
at System.Drawing.Image.Save(String filename, ImageCodecInfo encoder, EncoderParameters encoderParams)
at Extensions.ByteArrayExtensions.SetDpiTo72(Byte[] imageToFit, String mimeType, Size newSize) in C:\Website\Project\Extensions\ByteArrayExtensions.cs:line 356
at CMS.Presentation.FileFunctions.CreateFullsizeImage(HttpPostedFileBase uploadedFile, Size newSize, Byte[] uploadedFileBuffer) in C:\Website\Project\CMS.Presentation\FileFunctions.cs:line 197
at CMS.Presentation.FileFunctions.CreateFile(HttpPostedFileBase uploadedFile, INodeService nodeservice, Guid userId, Node parentNode) in C:\Website\Project\CMS.Presentation\FileFunctions.cs:line 53
In the mean time I've also developed another function (see below) resizing just a bitmap. And this seem to work correctly. I can't use this function with my current implementation though because it returns just an Bitmap. Or should i change everything to work with bitmaps?
private static Bitmap ResizeImage(Image image, int width, int height)
{
var frameCount = image.GetFrameCount(new FrameDimension(image.FrameDimensionsList[0]));
var newDimensions = ImageFunctions.GenerateImageDimensions(image.Width, image.Height, width, height);
Bitmap resizedImage;
if (frameCount > 1)
{
//we have a animated GIF
resizedImage = ResizeAnimatedGifImage(image, width, height);
}
else
{
resizedImage = (Bitmap)image.GetThumbnailImage(newDimensions.Width, newDimensions.Height, null, IntPtr.Zero);
}
resizedImage.SetResolution(72,72);
return resizedImage;
}
Ok, I tried it only on files on harddrive, but it should work with streams too.
Bitmap bitmap = new Bitmap(loadFrom);
Bitmap newBitmap = new Bitmap(bitmap);
newBitmap.SetResolution(72, 72);
newBitmap.Save(saveTo);
Took me a while, but I finally found the problem!
The problem lied in the ResizeImage function I used. In the 'GetThumbnailImage' to be specific. I ran into another problem with blurry images, which was explainable because GetThumbnailImage would stretch up the created ThumbNail to the desired size. And the resolution off the thumbnail never changes.
private static Bitmap ResizeImage(Image image, int width, int height)
{
var frameCount = image.GetFrameCount(new FrameDimension(image.FrameDimensionsList[0]));
var newDimensions = ImageFunctions.GenerateImageDimensions(image.Width, image.Height, width, height);
Bitmap resizedImage;
if (frameCount > 1)
{
//we have a animated GIF
resizedImage = ResizeAnimatedGifImage(image, width, height);
}
else
{
resizedImage = (Bitmap)image.GetThumbnailImage(newDimensions.Width, newDimensions.Height, null, IntPtr.Zero);
}
resizedImage.SetResolution(72,72);
return resizedImage;
}
By modifying the function above to the function below I was able to solve the problem using Graphics.DrawImage to redraw the new image before rendering it. Also the GenerateImageDimensions was slightly modified. This taken together the problem was solved.
private static Bitmap ResizeImage(Image image, int width, int height)
{
var frameCount = image.GetFrameCount(new FrameDimension(image.FrameDimensionsList[0]));
var newDimensions = ImageFunctions.GenerateImageDimensions(image.Width, image.Height, width, height);
var resizedImage = new Bitmap(newDimensions.Width, newDimensions.Height);
if (frameCount > 1)
{
//we have a animated GIF
resizedImage = ResizeAnimatedGifImage(image, width, height);
}
else
{
//we have a normal image
using (var gfx = Graphics.FromImage(resizedImage))
{
gfx.SmoothingMode = SmoothingMode.HighQuality;
gfx.InterpolationMode = InterpolationMode.HighQualityBicubic;
gfx.PixelOffsetMode = PixelOffsetMode.HighQuality;
var targRectangle = new Rectangle(0, 0, newDimensions.Width, newDimensions.Height);
var srcRectangle = new Rectangle(0, 0, image.Width, image.Height);
gfx.DrawImage(image, targRectangle, srcRectangle, GraphicsUnit.Pixel);
}
}
return resizedImage;
}
By "changing the resolution", do you actually mean you want to reduce the number of pixels in the image by 72/300? I.e. change a 4000x3000 image to 960x720?
If so, I can't see where your code actually does that. The overload of DrawImage() you're using does this:
Draws the specified image, using its original physical size, at the location specified by a coordinate pair.
Which is exactly what is happening.
Try one of the other overloads such as this one:
Draws the specified Image at the specified location and with the specified size.
for example:
// Create image.
Image newImage = Image.FromFile("SampImag.jpg");
// Create coordinates for upper-left corner of image and for size of image.
int x = 0;
int y = 0;
int width = 450;
int height = 150;
// Draw image to screen.
e.Graphics.DrawImage(newImage, x, y, width, height);
EDIT: per the comments, I understand the OP wants to reduce file size without reducing pixel count. Therefore the files must be recompressed.
I've borrowed some sample code from here:
ImageCodecInfo iciJpegCodec = null;
// This will specify the image quality to the encoder. Change the value of 75 from 0 to 100, where 100 is best quality, but highest file size.
EncoderParameter epQuality = new EncoderParameter(System.Drawing.Imaging.Encoder.Quality, 75);
// Get all image codecs that are available
ImageCodecInfo[] iciCodecs = ImageCodecInfo.GetImageEncoders();
// Store the quality parameter in the list of encoder parameters
EncoderParameters epParameters = new EncoderParameters(1);
epParameters.Param[0] = epQuality;
// Loop through all the image codecs
for (int i = 0; i < iciCodecs.Length; i++)
{
// Until the one that we are interested in is found, which is image/jpeg
if (iciCodecs[i].MimeType == "image/jpeg")
{
iciJpegCodec = iciCodecs[i];
break;
}
}
// Create a new Image object from the current file
Image newImage = Image.FromFile(strFile);
// Get the file information again, this time we want to find out the extension
FileInfo fiPicture = new FileInfo(strFile);
// Save the new file at the selected path with the specified encoder parameters, and reuse the same file name
newImage.Save(outputPath + "\\" + fiPicture.Name, iciJpegCodec, epParameters);
Rob, I believe that issue with your code is at saving the image - the actual digital image data would be certain number of dots/pixels i.e. (m x n) and setting resolution at bitmap wouldn't/shouldn't change the number dots (and hence physical byte size of image). The resolution information will be stored in the image header (to be used by programs while printing/editing images) - what happens if you store the new bitmap to file instead of mem stream
newBitmap.Save("c:\test.png", ImageFormat.Png);
Check dpi for above file from file -> properties -> summary (advanced). It should be 72 dpi.

Need C# function to convert grayscale TIFF to black & white (monochrome/1BPP) TIFF

I need a C# function that will take a Byte[] of an 8 bit grayscale TIFF, and return a Byte[] of a 1 bit (black & white) TIFF.
I'm fairly new to working with TIFFs, but the general idea is that we need to convert them from grayscale or color to black and white/monochrome/binary image format.
We receive the images via a WCF as a Byte[], then we need to make this conversion to black & white in order to send them to a component which does further processing. We do not plan at this point, to ever save them as files.
For reference, in our test client, this is how we create the Byte[]:
FileStream fs = new FileStream("test1.tif", FileMode.Open, FileAccess.Read);
this.image = new byte[fs.Length];
fs.Read(this.image, 0, System.Convert.ToInt32(fs.Length));
fs.Close();
--------update---------
I think there may be more than 1 good answer here, but we ended up using the code from the CodeProject site with the following method added to overload the convert function to accept Byte[] as well as bitmap:
public static Byte[] ConvertToBitonal(Byte[] original)
{
Bitmap bm = new Bitmap(new System.IO.MemoryStream(original, false));
bm = ConvertToBitonal(bm);
System.IO.MemoryStream s = new System.IO.MemoryStream();
bm.Save(s, System.Drawing.Imaging.ImageFormat.Tiff);
return s.ToArray();
}
There is an article on CodeProject here that describes what you need.
#neodymium has a good answer, but GetPixel/SetPixel will kill performance. Bob Powell has a great method.
C#:
private Bitmap convertTo1bpp(Bitmap img)
{
BitmapData bmdo = img.LockBits(new Rectangle(0, 0, img.Width, img.Height),
ImageLockMode.ReadOnly,
img.PixelFormat);
// and the new 1bpp bitmap
Bitmap bm = new Bitmap(img.Width, img.Height, PixelFormat.Format1bppIndexed);
BitmapData bmdn = bm.LockBits(new Rectangle(0, 0, bm.Width, bm.Height),
ImageLockMode.ReadWrite,
PixelFormat.Format1bppIndexed);
// scan through the pixels Y by X
for(int y = 0; y < img.Height; y++)
{
for(int x = 0; x < img.Width; x++)
{
// generate the address of the colour pixel
int index = y * bmdo.Stride + x * 4;
// check its brightness
if(Color.FromArgb(Marshal.ReadByte(bmdo.Scan0, index + 2),
Marshal.ReadByte(bmdo.Scan0, index + 1),
Marshal.ReadByte(bmdo.Scan0, index)).GetBrightness() > 0.5F)
{
setIndexedPixel(x, y, bmdn, true); // set it if its bright.
}
}
}
// tidy up
bm.UnlockBits(bmdn);
img.UnlockBits(bmdo);
return bm;
}
private void setIndexedPixel(int x, int y, BitmapData bmd, bool pixel)
{
int index = y * bmd.Stride + (x >> 3);
byte p = Marshal.ReadByte(bmd.Scan0, index);
byte mask = (byte)(0x80 >> (x & 0x7));
if (pixel)
{
p |= mask;
}
else
{
p &= (byte)(mask ^ 0xFF);
}
Marshal.WriteByte(bmd.Scan0, index, p);
}
might want to check out 'Craigs Utility Library' I believe he has that functionality in place.
Craig's Utility Library
My company's product, dotImage, will do this.
Given an image, you can convert from multi-bit to single bit using several methods including simple threshold, global threshold, local threshold, adaptive threshold, dithering (ordered and Floyd Steinberg), and dynamic threshold. The right choice depends on the type of the input image (document, image, graph).
The typical code looks like this:
AtalaImage image = new AtalaImage("path-to-tiff", null);
ImageCommand threshold = SomeFactoryToConstructAThresholdCommand();
AtalaImage finalImage = threshold.Apply(image).Image;
SomeFactoryToConstructAThresholdCommand() is a method that will return a new command that will process the image. It could be as simple as
return new DynamicThresholdCommand();
or
return new GlobalThresholdCommand();
And generally speaking, if you're looking to convert an entire multi-page tiff to black and white, you would do something like this:
// open a sequence of images
FileSystemImageSource source = new FileSystemImageSource("path-to-tiff", true);
using (FileStream outstm = new FileStream("outputpath", FileMode.Create)) {
// make an encoder and a threshold command
TiffEncoder encoder = new TiffEncoder(TiffCompression.Auto, true);
// dynamic is good for documents -- needs the DocumentImaging SDK
ImageCommand threshold = new DynamicThreshold();
while (source.HasMoreImages()) {
// get next image
AtalaImage image = source.AcquireNext();
AtalaImage final = threshold.Apply(image).Image;
try {
encoder.Save(outstm, final, null);
}
finally {
// free memory from current image
final.Dispose();
// release the source image back to the image source
source.Release(image);
}
}
}
First, you would need to know how an X,Y pixel location maps to an index value in you array.
This will depend upon how your Byte[] was constructed.
You need to know the details of your image format - for example, what is the stride?
I don't see 8 bit grayscale TIFF in the PixelFormat enumeration. If it was there, it would tell you what you need to know.
Then, iterate through each pixel and look at its color value.
You need to decide on a threshold value - if the color of the pixel is above the threshold, make the new color white; otherwise, make it black.
If you want to simulate grayscale shading with 1BPP, you could look at more advanced techniques, such as dithering.
Something like this might work, I haven't tested it. (Should be easy to C# it.)
Dim bmpGrayscale As Bitmap = Bitmap.FromFile("Grayscale.tif")
Dim bmpMonochrome As New Bitmap(bmpGrayscale.Width, bmpgrayscale.Height, Imaging.PixelFormat.Format1bppIndexed)
Using gfxMonochrome As Graphics = Graphics.FromImage(bmpMonochrome)
gfxMonochrome.Clear(Color.White)
End Using
For y As Integer = 0 To bmpGrayscale.Height - 1
For x As Integer = 0 To bmpGrayscale.Width - 1
If bmpGrayscale.GetPixel(x, y) <> Color.White Then
bmpMonochrome.SetPixel(x, y, Color.Black)
End If
Next
Next
bmpMonochrome.Save("Monochrome.tif")
This might be a better way still:
Using bmpGrayscale As Bitmap = Bitmap.FromFile("Grayscale.tif")
Using bmpMonochrome As New Bitmap(bmpGrayscale.Width, bmpgrayscale.Height, Imaging.PixelFormat.Format1bppIndexed)
Using gfxMonochrome As Graphics = Graphics.FromImage(bmpMonochrome)
gfxMonochrome.CompositingQuality = Drawing2D.CompositingQuality.HighQuality
gfxMonochrome.SmoothingMode = Drawing2D.SmoothingMode.HighQuality
gfxMonochrome.DrawImage(bmpGrayscale, new Rectangle(0, 0, bmpMonochrome.Width, bmpMonochrome.Height)
End Using
bmpMonochrome.Save("Monochrome.tif")
End Using
End Using
I believe the term you are looking for is "resampling".
pixel by pixel manipulation is extremly slow. 40 times slower than System.DrawImage.
System.Draw image is half solution, corrupts the picture (300dpi-->96dpi) and produces at 300dpi source 200-400kb large result files.
public static Image GetBlackAndWhiteImage(Image SourceImage)
{
Bitmap bmp = new Bitmap(SourceImage.Width, SourceImage.Height);
using (Graphics gr = Graphics.FromImage(bmp)) // SourceImage is a Bitmap object
{
var gray_matrix = new float[][] {
new float[] { 0.299f, 0.299f, 0.299f, 0, 0 },
new float[] { 0.587f, 0.587f, 0.587f, 0, 0 },
new float[] { 0.114f, 0.114f, 0.114f, 0, 0 },
new float[] { 0, 0, 0, 1, 0 },
new float[] { 0, 0, 0, 0, 1 }
};
var ia = new System.Drawing.Imaging.ImageAttributes();
ia.SetColorMatrix(new System.Drawing.Imaging.ColorMatrix(gray_matrix));
ia.SetThreshold(float.Parse(Settings.Default["Threshold"].ToString())); // Change this threshold as needed
var rc = new Rectangle(0, 0, SourceImage.Width, SourceImage.Height);
gr.DrawImage(SourceImage, rc, 0, 0, SourceImage.Width, SourceImage.Height, GraphicsUnit.Pixel, ia);
}
return bmp;
}
The perfect way is just simply convert to CCITT decoded tif, that contains only BW. Much more efficent method with 30-50kb result file, 300dpi also remains correct as well:
public void toCCITT(string tifURL)
{
byte[] imgBits = File.ReadAllBytes(tifURL);
using (MemoryStream ms = new MemoryStream(imgBits))
{
using (Image i = Image.FromStream(ms))
{
EncoderParameters parms = new EncoderParameters(1);
ImageCodecInfo codec = ImageCodecInfo.GetImageDecoders()
.FirstOrDefault(decoder => decoder.FormatID == ImageFormat.Tiff.Guid);
parms.Param[0] = new EncoderParameter(Encoder.Compression, (long)EncoderValue.CompressionCCITT4);
i.Save(#"c:\test\result.tif", codec, parms);
}
}
}
Good Luck Bro,
I've tested this code and worked fine for me:
//You should use System.Linq for this to work
public static ImageCodecInfo TiffCodecInfo => ImageCodecInfo.GetImageDecoders().
FirstOrDefault(decoder => decoder.FormatID == ImageFormat.Tiff.Guid);
//Encapsulate this in a try catch block for possible exceptions
public static Bitmap ConvertToBitonal(Bitmap original)
{
EncoderParameters encoderParameters;
MemoryStream ms = new MemoryStream();
Bitmap result;
encoderParameters = new EncoderParameters(1);
encoderParameters.Param[0] = new EncoderParameter(Encoder.ColorDepth, 1L);
original.Save(ms, TiffCodecInfo, encoderParameters);
result = new Bitmap(Image.FromStream(ms));
ms.Dispose();
return result;
}

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