如何将 C# 中的图像大小调整为特定的硬盘大小,例如 2MiB?有没有比反复试验更好的方法(当然,即使它是近似的)。
尝试在网络上找到解决方案时要搜索的任何特定关键字?
如何将 C# 中的图像大小调整为特定的硬盘大小,例如 2MiB?有没有比反复试验更好的方法(当然,即使它是近似的)。
尝试在网络上找到解决方案时要搜索的任何特定关键字?
您可以通过将原始图像大小除以像素数来计算图像的近似信息级别:
info = fileSize / (width * height);
我有一个 369636 字节和 1200x800 像素的图像,所以它每个像素使用 ~0.385 字节。
我有一个较小的版本,它是 101111 字节和 600x400 像素,因此每个像素使用 ~0.4213 字节。
当您缩小图像时,您会发现它通常每个像素包含更多的信息,在这种情况下大约多 9%。根据您的图像类型以及缩小它们的程度,您应该能够计算出信息/像素比率增加多少的平均值 (c),以便您可以计算出近似的文件大小:
newFileSize = (fileSize / (width * height)) * (newWidth * newHeight) * c
从中您可以提取一个公式,说明您必须制作多大的图像才能达到特定的文件大小:
newWidth * newHeight = (newFileSize / fileSize) * (width * height) / c
这将使您非常接近所需的文件大小。如果您想更接近,您可以将图像大小调整为计算出的大小,对其进行压缩并根据您获得的文件大小计算每像素值的新字节数。
我通过降低质量直到达到我想要的尺寸来实现这一点。
注意:需要您添加 System.Drawing 引用。
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.IO;
using System.Drawing;
using System.Drawing.Imaging;
using System.Drawing.Drawing2D;
namespace PhotoShrinker
{
class Program
{
/// <summary>
/// Max photo size in bytes
/// </summary>
const long MAX_PHOTO_SIZE = 409600;
static void Main(string[] args)
{
var photos = Directory.EnumerateFiles(Directory.GetCurrentDirectory(), "*.jpg");
foreach (var photo in photos)
{
var photoName = Path.GetFileNameWithoutExtension(photo);
var fi = new FileInfo(photo);
Console.WriteLine("Photo: " + photo);
Console.WriteLine(fi.Length);
if (fi.Length > MAX_PHOTO_SIZE)
{
using (var image = Image.FromFile(photo))
{
using (var stream = DownscaleImage(image))
{
using (var file = File.Create(photoName + "-smaller.jpg"))
{
stream.CopyTo(file);
}
}
}
Console.WriteLine("File resized.");
}
Console.WriteLine("Done.")
Console.ReadLine();
}
}
private static MemoryStream DownscaleImage(Image photo)
{
MemoryStream resizedPhotoStream = new MemoryStream();
long resizedSize = 0;
var quality = 93;
//long lastSizeDifference = 0;
do
{
resizedPhotoStream.SetLength(0);
EncoderParameters eps = new EncoderParameters(1);
eps.Param[0] = new EncoderParameter(System.Drawing.Imaging.Encoder.Quality, (long)quality);
ImageCodecInfo ici = GetEncoderInfo("image/jpeg");
photo.Save(resizedPhotoStream, ici, eps);
resizedSize = resizedPhotoStream.Length;
//long sizeDifference = resizedSize - MAX_PHOTO_SIZE;
//Console.WriteLine(resizedSize + "(" + sizeDifference + " " + (lastSizeDifference - sizeDifference) + ")");
//lastSizeDifference = sizeDifference;
quality--;
} while (resizedSize > MAX_PHOTO_SIZE);
resizedPhotoStream.Seek(0, SeekOrigin.Begin);
return resizedPhotoStream;
}
private static ImageCodecInfo GetEncoderInfo(String mimeType)
{
int j;
ImageCodecInfo[] encoders;
encoders = ImageCodecInfo.GetImageEncoders();
for (j = 0; j < encoders.Length; ++j)
{
if (encoders[j].MimeType == mimeType)
return encoders[j];
}
return null;
}
}
}
如果它是 24 位 BMP,我认为您需要执行以下操作:
//initial size = WxH
long bitsperpixel = 24; //for 24 bit BMP
double ratio;
long size = 2 * 1 << 20;//2MB = 2 * 2^20
size -= 0x35;//subtract the BMP header size from it
long newH, newW, left, right, middle,BMProwsize;
left = 1;
right = size;//binary search for new width and height
while (left < right)
{
middle = (left + right + 1) / 2;
newW = middle;
ratio = Convert.ToDouble(newW) / Convert.ToDouble(W);
newH = Convert.ToInt64(ratio * Convert.ToDouble(H));
BMProwsize = 4 * ((newW * bitsperpixel + 31) / 32);
//row size must be multiple of 4
if (BMProwsize * newH <= size)
left = middle;
else
right = middle-1;
}
newW = left;
ratio = Convert.ToDouble(newW) / Convert.ToDouble(W);
newH = Convert.ToInt64(ratio * Convert.ToDouble(H));
//resize image to newW x newH and it should fit in <= 2 MB
如果它是不同的 BMP 类型,如 8 位 BMP 也在标题部分中,将有更多数据指定每个值的实际颜色,从 0 到 255,因此您需要在二进制搜索之前从总文件大小中减去更多。
转换、缩减(迭代、在内存中)和下载 (MVC)
public ActionResult ReduceFileSize(string ImageURL, long MAX_PHOTO_SIZE) //KB
{
var photo = Server.MapPath("~/" + ImageURL); //Files/somefiles/2018/DOC_82401583cb534b95a10252d29a1eb4ee_1.jpg
var photoName = Path.GetFileNameWithoutExtension(photo);
var fi = new FileInfo(photo);
//const long MAX_PHOTO_SIZE = 100; //KB //109600;
var MAX_PHOTO_SIZE_BYTES = (MAX_PHOTO_SIZE * 1000);
if (fi.Length > MAX_PHOTO_SIZE_BYTES)
{
using (var image = Image.FromFile(photo))
{
using (var mstream = DownscaleImage(image, MAX_PHOTO_SIZE_BYTES))
{
//Convert the memorystream to an array of bytes.
byte[] byteArray = mstream.ToArray();
//Clean up the memory stream
mstream.Flush();
mstream.Close();
// Clear all content output from the buffer stream
Response.Clear();
// Add a HTTP header to the output stream that specifies the default filename
// for the browser's download dialog
Response.AddHeader("Content-Disposition", "attachment; filename=" + fi.Name);
// Add a HTTP header to the output stream that contains the
// content length(File Size). This lets the browser know how much data is being transfered
Response.AddHeader("Content-Length", byteArray.Length.ToString());
// Set the HTTP MIME type of the output stream
Response.ContentType = "application/octet-stream";
// Write the data out to the client.
Response.BinaryWrite(byteArray);
}
}
}
else
{
return null;
}
return null;
}
private static MemoryStream DownscaleImage(Image photo, long MAX_PHOTO_SIZE_BYTES)
{
MemoryStream resizedPhotoStream = new MemoryStream();
long resizedSize = 0;
var quality = 93;
//long lastSizeDifference = 0;
do
{
resizedPhotoStream.SetLength(0);
EncoderParameters eps = new EncoderParameters(1);
eps.Param[0] = new EncoderParameter(System.Drawing.Imaging.Encoder.Quality, (long)quality);
ImageCodecInfo ici = GetEncoderInfo("image/jpeg");
photo.Save(resizedPhotoStream, ici, eps);
resizedSize = resizedPhotoStream.Length;
//long sizeDifference = resizedSize - MAX_PHOTO_SIZE;
//Console.WriteLine(resizedSize + "(" + sizeDifference + " " + (lastSizeDifference - sizeDifference) + ")");
//lastSizeDifference = sizeDifference;
quality--;
} while (resizedSize > MAX_PHOTO_SIZE_BYTES);
resizedPhotoStream.Seek(0, SeekOrigin.Begin);
return resizedPhotoStream;
}
private static ImageCodecInfo GetEncoderInfo(String mimeType)
{
int j;
ImageCodecInfo[] encoders;
encoders = ImageCodecInfo.GetImageEncoders();
for (j = 0; j < encoders.Length; ++j)
{
if (encoders[j].MimeType == mimeType)
return encoders[j];
}
return null;
}
这取决于你愿意改变什么
很难猜测最终的磁盘大小是多少,但是如果您知道起点,则可以得到一个很好的估计。减小尺寸可能是成比例的,减少每像素的位数也可能是成比例的。
如果您更改格式、压缩或质量,这实际上只是一种猜测——很大程度上取决于图像内容。通过在与您认为您将看到的内容相匹配的图像语料库上进行尝试,您可能会获得一个很好的范围。