Hey Guys.
I'm looking for some info on how to read binary image data. Basicly RAW image files are strings of bits with say 2 bytes per pixel. What i need to do is read the value of each pixel in turn and store then in another variable, px1, pix2 etc. I'm running an iterative algorithm on 2 pixels at a time then moving to the next two pixels.
I am having alot of problems however reading the data. from the net and various books i see the readline method however this looks for new line charicters. I need something that will read the value of a certain number of bits from the file.
for example to read the first pixel data which is 16bits long i need something that will just read those 16bits and return its value.
Thanks.
Ed
11 17599 bvdet 2,851
Expert Mod 2GB
This will read two bytes at a time: - >>> print [f.read(2) for _ in range(12)]
-
['96', '80', '07', '91', '37', '84', '41', '71', '15', '25', '18', '99']
-
>>>
This was done on a text file. You should look at PIL link
This will read two bytes at a time: - >>> print [f.read(2) for _ in range(12)]
-
['96', '80', '07', '91', '37', '84', '41', '71', '15', '25', '18', '99']
-
>>>
This was done on a text file. You should look at PIL link
I imagine that you opened that text file in binary mode... - f = open('somefile.txt', 'b')
first.
Hey Guys.
I'm looking for some info on how to read binary image data. Basicly RAW image files are strings of bits with say 2 bytes per pixel. What i need to do is read the value of each pixel in turn and store then in another variable, px1, pix2 etc. I'm running an iterative algorithm on 2 pixels at a time then moving to the next two pixels.
I am having alot of problems however reading the data. from the net and various books i see the readline method however this looks for new line charicters. I need something that will read the value of a certain number of bits from the file.
for example to read the first pixel data which is 16bits long i need something that will just read those 16bits and return its value.
Thanks.
Ed
I'm guessing that you know the inner workings of the image format that you are working on and can separate the format information (header) from the actual pixels of the image (data).
For working on large data sets, SciPy arrays have some features that native python lists lack.
Thanks guys.
Will investigate those options once i have time.
The RAW format i am working with is literally just raw data, it doesnt have a header file or start and stop bytes. The pixels have a bitdepth of 2bytes however the actual image data is only 10bits out of those 16, the rest are parity and padding bits.
Edit:
Ok just looking at the f.read(2) code above. The method returns the value of those two bytes as a string. The returned value is a hex value but is a string representation. How do i convert this string value into the actual hex value.
For example:
>>> f = open(r'C:\EFisher_ST_project07\RAW test images\724_day_mac_AV_on.raw', 'rb')
>>> pixel = f.read(2)
>>> pixel
'\xff\x00'
>>> type(pixel)
<type 'str'>
Cheers
Ed
bvdet 2,851
Expert Mod 2GB
Thanks guys.
Will investigate those options once i have time.
The RAW format i am working with is literally just raw data, it doesnt have a header file or start and stop bytes. The pixels have a bitdepth of 2bytes however the actual image data is only 10bits out of those 16, the rest are parity and padding bits.
Edit:
Ok just looking at the f.read(2) code above. The method returns the value of those two bytes as a string. The returned value is a hex value but is a string representation. How do i convert this string value into the actual hex value.
For example:
>>> f = open(r'C:\EFisher_ST_project07\RAW test images\724_day_mac_AV_on.raw', 'rb')
>>> pixel = f.read(2)
>>> pixel
'\xff\x00'
>>> type(pixel)
<type 'str'>
Cheers
Ed
Maybe this will help: - import re
-
patt = re.compile(r'(?<=\\x)[a-f0-9]+')
-
s = repr('\xff\x00')
-
-
for hexNum in patt.findall(s):
-
print int(hexNum, 16)
Output:
>>> 255
0
>>>
>>> patt.findall(s)
['ff', '00']
>>>
Thanks guys.
Will investigate those options once i have time.
The RAW format i am working with is literally just raw data, it doesnt have a header file or start and stop bytes. The pixels have a bitdepth of 2bytes however the actual image data is only 10bits out of those 16, the rest are parity and padding bits.
Edit:
Ok just looking at the f.read(2) code above. The method returns the value of those two bytes as a string. The returned value is a hex value but is a string representation. How do i convert this string value into the actual hex value.
For example:
>>> f = open(r'C:\EFisher_ST_project07\RAW test images\724_day_mac_AV_on.raw', 'rb')
>>> pixel = f.read(2)
>>> pixel
'\xff\x00'
>>> type(pixel)
<type 'str'>
Cheers
Ed
I've never played with the struct module before, but here's what I found:
>>> import struct
>>> a = '\xff\xff'
>>> b = struct.unpack('BB', a)
>>> b
(255, 255)
>>> b = struct.unpack('H', a)
>>> b
(65535,)
>>>
I've never played with the struct module before, but here's what I found:
>>> import struct
>>> a = '\xff\xff'
>>> b = struct.unpack('BB', a)
>>> b
(255, 255)
>>> b = struct.unpack('H', a)
>>> b
(65535,)
>>>
How about this:
>>> a = a * 8
>>> a
'\xff\xff\xff\xff\xff\xff\xff\xff\xff\xff\xff\xff\ xff\xff\xff\xff'
>>> import array
>>> b = array.array('H',a)
>>> b
array('H', [65535, 65535, 65535, 65535, 65535, 65535, 65535, 65535])
>>>
How about this:
>>> a = a * 8
>>> a
'\xff\xff\xff\xff\xff\xff\xff\xff\xff\xff\xff\xff\ xff\xff\xff\xff'
>>> import array
>>> b = array.array('H',a)
>>> b
array('H', [65535, 65535, 65535, 65535, 65535, 65535, 65535, 65535])
>>>
Or better yet, use the array module to read the data directly:
fromfile( f, n)
Read n items (as machine values) from the file object f and append them to the end of the array. If less than n items are available, EOFError is raised, but the items that were available are still inserted into the array. f must be a real built-in file object; something else with a read() method won't do.
Cheers guys, will give these ideas a try and see how they turn out.
Thanks.
Ed
Hey Guys. I managed to do it, thats for your help.
Here is what i came up with: -
def GetPxValue(openfile, bitdepth): #can iterate this part to get the next pixel
-
read_bytes = operator.div(bitdepth, 8)
-
px_value = openfile.read(read_bytes)
-
if (bitdepth == 8):
-
unpack_code = 'B'
-
if (bitdepth == 16):
-
unpack_code = 'BB'
-
if (bitdepth == 32):
-
unpack_code = 'BBBB'
-
hex_value = struct.unpack(unpack_code, px_value)
-
msbyte = Dec2Bin(hex_value[0])
-
if (bitdepth == 16):
-
lsbyte = Dec2Bin(hex_value[1])
-
for i in range(8):
-
msbyte.append(lsbyte[i])
-
if (bitdepth == 32):
-
byte2 = Dec2Bin(hex_value[1])
-
byte3 = Dec2Bin(hex_value[2])
-
lsbyte = Dec2Bin(hex_value[3])
-
for i in range(8):
-
msbyte.append(byte2[i])
-
for i in range(8):
-
msbyte.append(byte3[i])
-
for i in range(8):
-
msbyte.append(lsbyte[i])
-
return msbyte
-
#return the whole bitdepth long pixel value as a list ready for filtering
-
Note: Dec2Bin is a decimal to binary converter that returns a binary value as a list. the list is necessary for filtering in the next stage.
Cheers.
Ed
Hey Guys. I managed to do it, thats for your help.
Here is what i came up with: -
def GetPxValue(openfile, bitdepth): #can iterate this part to get the next pixel
-
read_bytes = operator.div(bitdepth, 8)
-
px_value = openfile.read(read_bytes)
-
if (bitdepth == 8):
-
unpack_code = 'B'
-
if (bitdepth == 16):
-
unpack_code = 'BB'
-
if (bitdepth == 32):
-
unpack_code = 'BBBB'
-
hex_value = struct.unpack(unpack_code, px_value)
-
msbyte = Dec2Bin(hex_value[0])
-
if (bitdepth == 16):
-
lsbyte = Dec2Bin(hex_value[1])
-
for i in range(8):
-
msbyte.append(lsbyte[i])
-
if (bitdepth == 32):
-
byte2 = Dec2Bin(hex_value[1])
-
byte3 = Dec2Bin(hex_value[2])
-
lsbyte = Dec2Bin(hex_value[3])
-
for i in range(8):
-
msbyte.append(byte2[i])
-
for i in range(8):
-
msbyte.append(byte3[i])
-
for i in range(8):
-
msbyte.append(lsbyte[i])
-
return msbyte
-
#return the whole bitdepth long pixel value as a list ready for filtering
-
Note: Dec2Bin is a decimal to binary converter that returns a binary value as a list. the list is necessary for filtering in the next stage.
Cheers.
Ed
Hi Ed. It's great when members post the solutions that they have come up with. I've added CODE tags to your post. Instructions on how to do this are on the right hand side of the page while you are posting or replying.
I felt sure that you would go with the array thing when I discovered it. I think that you will get a performance boost be reading larger chunks and working on slices of the array. The cool thing about python is that you may use one approach to get things working, then, with a little tweaking, make it work really well.
Have fun,
Barton
Sign in to post your reply or Sign up for a free account.
Similar topics
by: John |
last post by:
I have over 5000 thumbnail pictures of size 5kb each. I would like to
able to load all 5000 pictures and view 50 per page using
mysql_data_seek(). I would like to know what are the advantages and...
|
by: Albert Tu |
last post by:
Hi,
I am learning and pretty new to Python and I hope your guys can give me
a quick start.
I have an about 1G-byte binary file from a flat panel x-ray detector; I
know at the beggining there...
|
by: jimmyfishbean |
last post by:
Hi,
I am using VB6, SAX (implementing IVBSAXContentHandler).
I need to extract binary encoded data (images) from large XML files and
decode this data and generate the appropriate images onto...
|
by: dale zhang |
last post by:
Hi,
I am trying to read an image from MS Access DB based on the following article:
http://www.vbdotnetheaven.com/Code/Sept2003/2175.asp
The article author is using PictureBox for windows...
|
by: dale zhang |
last post by:
Hi,
I am trying to save and read an image from MS Access DB based on the
following article:
http://www.vbdotnetheaven.com/Code/Sept2003/2175.asp
Right now, I saved images without any...
|
by: Denise Smith |
last post by:
Hello,
I'm wondering if anyone can help me out here?
I want to be able to browse records in a database where one of the
fields contains an image.
I think I might have to extract the image...
|
by: Chucker |
last post by:
Hi Community,
I think I can store Binary Data in SQL Server but when I try to retrieve it,
I always only get one byte.
I think I stored my Binary Data in SQL Server in a Colum of Type Image....
|
by: Ed |
last post by:
Hope someone can help me out...
I have been tasked to read some image data from an sql database and
save the files to flat files. OK, sounds easy as I'v used BLOBs
before. But this is an old...
|
by: jcasique.torres |
last post by:
Hi everyboy.
I trying to create a C promang in an AIX System to read JPG files but
when it read just the first 4 bytes when it found a DLE character (^P)
doesn't read anymore. I using fread...
|
by: Charles Arthur |
last post by:
How do i turn on java script on a villaon, callus and itel keypad mobile phone
|
by: emmanuelkatto |
last post by:
Hi All, I am Emmanuel katto from Uganda. I want to ask what challenges you've faced while migrating a website to cloud.
Please let me know.
Thanks!
Emmanuel
|
by: Sonnysonu |
last post by:
This is the data of csv file
1 2 3
1 2 3
1 2 3
1 2 3
2 3
2 3
3
the lengths should be different i have to store the data by column-wise with in the specific length.
suppose the i have to...
|
by: Hystou |
last post by:
There are some requirements for setting up RAID:
1. The motherboard and BIOS support RAID configuration.
2. The motherboard has 2 or more available SATA protocol SSD/HDD slots (including MSATA, M.2...
|
by: Hystou |
last post by:
Most computers default to English, but sometimes we require a different language, especially when relocating. Forgot to request a specific language before your computer shipped? No problem! You can...
|
by: jinu1996 |
last post by:
In today's digital age, having a compelling online presence is paramount for businesses aiming to thrive in a competitive landscape. At the heart of this digital strategy lies an intricately woven...
|
by: tracyyun |
last post by:
Dear forum friends,
With the development of smart home technology, a variety of wireless communication protocols have appeared on the market, such as Zigbee, Z-Wave, Wi-Fi, Bluetooth, etc. Each...
|
by: agi2029 |
last post by:
Let's talk about the concept of autonomous AI software engineers and no-code agents. These AIs are designed to manage the entire lifecycle of a software development project—planning, coding, testing,...
|
by: isladogs |
last post by:
The next Access Europe User Group meeting will be on Wednesday 1 May 2024 starting at 18:00 UK time (6PM UTC+1) and finishing by 19:30 (7.30PM).
In this session, we are pleased to welcome a new...
| |