Difficulty in applying huffman encoding for image compression

1 次查看(过去 30 天)
I got the given code to apply Huffman Encoding for image compression. But i am getting the error-
Error using huffmandict (line 71)
The symbol input must be a vector
Error in new (line 5)
[dict,avglen]=huffmandict(symbols,p)
The code is:
A=imread('xyz.jpg');
[symbols,p]=hist(A,double(unique(A)))
p=p/sum(p)
[dict,avglen]=huffmandict(symbols,p)
comp=huffmanenco(A,dict)
Help me as i am new to all these concepts.

回答(2 个)

KALYAN ACHARJYA
KALYAN ACHARJYA 2018-10-10
编辑:KALYAN ACHARJYA 2018-10-10
When I have tested your code with the test image, both symbols and p have different sizes (see in the attached image) Read the documentation about huffmandict Clearly mentioned that-
The length of p must equal the length of symbols.
-------------------------------------------------------------------------------------------------------------------------------------------- Updated Answer
I have suspected another issue if you consider any 1 D array, the following code is working (Note that an image is 2D)
%A=double(imread('test.jpg'));
p=[.5 .125 .125 .125 .0625 .0625];
A=randsrc(100,1,[1:6; p]);
%[symbols,p]=hist(A,double(unique(A)));
[p,symbols]=hist(A,double(unique(A)));
p=p/sum(p);
[dict,avglen]=huffmandict(symbols,p);
comp=huffmanenco(A,dict);
  3 个评论
Nidhi Kumari
Nidhi Kumari 2018-10-11
I am using R2014a ,so histcounts() is not present. Can you suggest any other alternative?

请先登录,再进行评论。


Walter Roberson
Walter Roberson 2018-10-10
[symbols,p] = hist(A(:), double(unique(A)));
  6 个评论
Nidhi Kumari
Nidhi Kumari 2018-10-14
The output image is a vertical thin line along with the message-
Warning: Image is too big to fit on screen; displaying at 0%
Walter Roberson
Walter Roberson 2018-10-14
The output is not an image: it is a double vector containing the values 0 and 1.

请先登录,再进行评论。

类别

Help CenterFile Exchange 中查找有关 Denoising and Compression 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by