How to read PGM images in Java?
I feel like I'm missing something simple here (as usual).
I'm trying to read PGM images using Java. Matlab does it just fine - outputting the image pixels (for example, a small 32x32 image) in Matlab gives me something like this:
1 0 11 49 94 1开发者_如何学编程18 118 106 95 88 85 96 124 143 142 133
My Java reader, however, outputs this:
1 0 11 49 94 118 118 106 95 88 85 96 124 65533 65533 65533
It seems like pixel values above 127 are filled in with 65533, though it does get some random values incorrect, and even assigns almost the entire bottom row to the value of -1.
Here's the code I'm using:
filePath = 'imagepath.pgm'; FileInputStream fileInputStream = new FileInputStream(filePath); BufferedReader bufferedReader = new BufferedReader(new InputStreamReader(fileInputStream)); // read the header information ... int [][] data2D = new int [picWidth] [picHeight]; for (int row = 0; row < picHeight; row++) { for (int col = 0; col < picWidth; col++) { data2D[row][col] = bufferedReader.read(); System.out.print(data2D[row][col] + " "); } System.out.println(); } fileInputStream.close();
Any ideas would be greatly appreciated.
Edit Here are the unsigned PGM values:
1 0 11 49 94 118 118 106 95 88 85 96 124 143 142 133 30 26 29 57 96 122 125 114 102 94 91 101 127 146 145 136 96 85 70 75 101 128 136 126 111 106 106 112 131 149 153 147 163 147 114 93 99 120 132 123 110 113 124 129 137 154 166 168 215 195 149 105 88 99 114 111 106 123 148 158 160 174 191 197 245 224 173 115 81 82 100 109 117 144 179 194 194 205 222 230 235 217 170 115 78 78 113 117 100 83 80 212 214 226 244 253 178 167 135 93 68 78 123 129 106 77 69 202 204 222 244 255 114 110 92 64 54 81 107 105 83 59 56 182 184 201 222 231 79 80 71 52 55 97 67 55 41 33 42 184 179 181 185 183 62 66 65 52 63 115 29 16 12 17 30 209 197 174 150 132 40 47 52 44 55 109 171 196 188 186 208 229 218 179 136 107 31 38 44 37 43 89 145 167 158 159 191 223 219 179 133 105 48 52 56 51 57 91 128 133 117 120 157 196 200 168 128 105 64 67 70 73 87 114 127 107 79 81 118 159 173 154 123 104 63 67 73 83 107 132 129 91 54 54 88 130 153 146 123 106
The header looks like this:
P5 # MatLab PGMWRITE file, saved 27-Jun-2002 16 16 255
Edit #2
Here's the full output to the proof of concept code below:
Skipping unknow token: "" Skipping unknow token: "1^vvj_XU`|���" Skipping unknow token: "" Skipping unknow token: "9`z}rf^[e���`UFKe��~ojjp������r]cx�{nq|������ÕiXcroj{��������sQRdmu��������٪sNNqudSP�����]DN{�jME�����rn\@6QkiS;8�����OPG47aC7)!*�����>BA4?s" Skipping unknow token: "" Skipping unknow token: "" Skipping unknow token: "�Ů��(/4,7m�ļ���ڳ�k" Skipping unknow token: "&,%+Y������۳�i04839[��ux��Ȩ�i@CFIWrkOQv���{h?CISk��[66X���{j" Exception in thread "main" java.util.NoSuchElementException at java.util.Scanner.throwFor(Scanner.java:838) at java.util.Scanner.next(Scanner.java:1347) at Test.main(Test.java:49)
Line 49 referred to in the thrown exception is:
System.out.println(String.format("Skipping unknow token: \"%s\"", scan.next()));
The problem, I'm sure, has something to do with the fact that these image files consist of both ASCII text/numbers as well as binary image data. But if Java has no problem reading PNGs, why the lack of support for PGMs?
Edit 3
Ok, I found an implementation that works...unfortunately, it's deprecated:
filePath = "imagepath.pgm"
FileInputStream fileInputStream = new FileInputStream(filePath);
DataInputStream dis = new DataInputStream(fileInputStream);
StreamTokenizer streamTokenizer = new StreamTokenizer(dis);
// read header text using StreamTokenizer.nextToken()
data2D = new int [picWidth] [picHeight];
for (int row = 0; row < picHeight; row++) {
for (int col = 0; col < picWidth; col++) {
data2D[row][col] = dis.readUnsignedByte();
System.out.print(data2D[row][col] + " ");
}
System.out.println();
}
According to the Java documentation, the StreamTokenizer(InputStream)
constructor is deprecated, because the DataInputStream.readLine()
method does not correctly convert raw bytes to characters. However, it seems to work in this specific case on the header, and obviously works for the ensuing binary image data.
Unfortunately, it's still deprecated, and it seems that by intermixing a BufferedReader
as the documentation suggests only results in EOFException
s after reading the header and attempting to use the DataInputStream
to read the raw bytes. Still looking for a solution...
The problem with your code is that you are using the wrong class to read raw data from the file. As the BufferedReader
documentation says:
public int read() throws IOException
Reads a single character.
Returns: The character read, as an integer in the range 0 to 65535 (0x00-0xffff), or -1 if the end of the stream has been reached
So each call to the read()
method of BufferedReader
actually consumes one or two bytes (based on character encoding) from the input stream, which is not what you want. This also explains why you get a lot of -1: the stream ended much earlier than you thought.
Since PGM contains values as ASCII decimal, it is easy to parse using the Scanner class.
Here's an almost untested code that shows how to read a PGM image assuming that:
- it contains a single comment after the magic number (i.e. it does not have lines that start with a # except the second one)
- the PGM file is exactly 4 lines long.
Here's the code:
String filePath = "image.pgm";
fileInputStream = new FileInputStream(filePath);
Scanner scan = new Scanner(fileInputStream);
// Discard the magic number
scan.nextLine();
// Discard the comment line
scan.nextLine();
// Read pic width, height and max value
int picWidth = scan.nextInt();
int picHeight = scan.nextInt();
int maxvalue = scan.nextInt();
fileInputStream.close();
// Now parse the file as binary data
fileInputStream = new FileInputStream(filePath);
DataInputStream dis = new DataInputStream(fileInputStream);
// look for 4 lines (i.e.: the header) and discard them
int numnewlines = 4;
while (numnewlines > 0) {
char c;
do {
c = (char)(dis.readUnsignedByte());
} while (c != '\n');
numnewlines--;
}
// read the image data
int[][] data2D = new int[picHeight][picWidth];
for (int row = 0; row < picHeight; row++) {
for (int col = 0; col < picWidth; col++) {
data2D[row][col] = dis.readUnsignedByte();
System.out.print(data2D[row][col] + " ");
}
System.out.println();
}
Need to implement: support for comment lines, values for each element should be divided by maxvalue
, error checking for malformed files, exception handling. I tested it on a PGM file using UNIX end-of-lines, but it should work on Windows too.
Let me stress that this is not a robust nor complete implementation of a PGM parser. This code is intended just as proof of concept that maybe accomplishes just enough for your needs.
If you really need a robust PGM parser, you may use the tools provided by Netpbm.
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