-{-# LANGUAGE ScopedTypeVariables #-}
-
module MRI
where
import Data.Array.Repa.IO.Binary as R
import Data.Array.Repa.IO.ColorRamp as R
+import Values
mri_depth :: Int
mri_depth = 109
mri_height = 256
mri_shape :: DIM3
-mri_shape = (Z :. mri_depth :. mri_width :. mri_height)
+mri_shape = (Z :. mri_depth :. mri_height :. mri_width)
mri_lower_threshold :: Int
mri_lower_threshold = 1400
mri_upper_threshold :: Int
mri_upper_threshold = 2500
+mri_slice3d :: DIM3
+mri_slice3d = (Z :. 1 :. mri_height :. mri_width)
type RawData sh = Array sh Word16
type RawData3D = RawData DIM3
rgb_to_dbl (x,y,z) = (fromIntegral x, fromIntegral y, fromIntegral z)
-read_word16s :: IO RawData3D
-read_word16s = do
- arr <- R.readArrayFromStorableFile "../data/mri.bin" mri_shape
+read_word16s :: FilePath -> IO RawData3D
+read_word16s path = do
+ arr <- R.readArrayFromStorableFile path mri_shape
arr `deepSeqArray` return ()
return arr
R.traverse arr id (\get (Z :. z :. y :. x) -> get (Z :. z :. y :. (mri_width - 1) - x))
write_word16s :: (Shape sh) => FilePath -> (RawData sh) -> IO ()
-write_word16s =
- -- dump the slice back as word16
- R.writeArrayToStorableFile
+write_word16s = R.writeArrayToStorableFile
-raw_data_to_color :: (Shape sh) => (RawData sh) -> (ColorData sh)
-raw_data_to_color arr =
- R.force $ R.map (truncate_rgb . ramp_it . fromIntegral) arr
+values_to_colors :: (Shape sh) => (Values sh) -> (ColorData sh)
+values_to_colors arr =
+ R.force $ R.map (truncate_rgb . ramp_it) arr
where
ramp_it :: Double -> (Double, Double, Double)
ramp_it x =
get_b (_, _, b) = b
+
+z_slice :: Elt a => Int -> Array DIM3 a -> Array DIM2 a
+z_slice n arr =
+ slice arr (Any :. n :. All :. All)
module Main
where
-import Data.Array.Repa (
- DIM2,
- DIM3,
- Z(..),
- (:.)(..),
- slice,
- reshape,
- Any(..),
- All(..)
- )
-import qualified Data.Array.Repa as R (map)
-
-import Data.Array.Repa.IO.BMP (writeComponentsToBMP)
-import Data.Word
+import qualified Data.Array.Repa as R (map, reshape)
+import qualified Data.Array.Repa.IO.BMP as R (writeComponentsToBMP)
import System.Environment (getArgs)
import Grid (make_grid, zoom)
import MRI
-import Values (read_values_3d, write_values_1d)
+import Values (drop_z, zoom_shape)
-mri_shape2d :: DIM2
-mri_shape2d = (Z :. 256*2 :. 256*2)
+zoom_factor :: (Int, Int, Int)
+zoom_factor = (1,2,2)
-mri_shape3d :: DIM3
-mri_shape3d = (Z :. 256 :. 256 :. 1)
main :: IO ()
main = do
-- args <- getArgs
-- let color = head args
--- let in_file = "./data/MRbrain.40." ++ color
- let out_file = "MRbrain.50.red.out"
- arr <- read_word16s
+ let in_file = "./data/mri.bin"
+ let out_file = "output.bmp"
+ arr <- read_word16s in_file
let arrBrack = bracket_array arr
let arrInv = flip_x $ flip_y arrBrack
- let arrSlice = slice arrInv (Any :. (50 :: Int) :. All :. All)
- let arrColor = raw_data_to_color arrSlice
-
- let arrColor' = reshape mri_shape3d arrColor
- let rdata = red_dbl_data arrColor'
- let gdata = green_dbl_data arrColor'
- let bdata = blue_dbl_data arrColor'
-
--- mridata <- read_values_3d mri_shape in_file
-
- let gr = make_grid 1 rdata
- let routput = zoom gr (2,2,1)
-
- let gg = make_grid 1 gdata
- let goutput = zoom gg (2,2,1)
-
- let gb = make_grid 1 bdata
- let boutput = zoom gb (2,2,1)
-
- let routput' = R.map double_to_word8 (reshape mri_shape2d routput)
- let goutput' = R.map double_to_word8 (reshape mri_shape2d goutput)
- let boutput' = R.map double_to_word8 (reshape mri_shape2d boutput)
-
--- write_values_1d output out_file
- writeComponentsToBMP out_file routput' goutput' boutput'
- where
- double_to_word8 :: Double -> Word8
- double_to_word8 x =
- if x > 255 then
- 255 :: Word8
- else
- if x < 0 then
- 0 :: Word8
- else
- fromIntegral $ truncate x
+ let arrSlice = z_slice 50 arrInv
+ let arrSlice' = R.reshape mri_slice3d arrSlice
+ let dbl_data = R.map fromIntegral arrSlice'
+ let g = make_grid 1 dbl_data
+ let output = zoom g zoom_factor
+ let mri_slice2d = drop_z $ zoom_shape zoom_factor mri_slice3d
+ let colors = values_to_colors $ R.reshape mri_slice2d output
+ let routput = R.map (\(red, _, _) -> red) colors
+ let goutput = R.map (\(_, green, _) -> green) colors
+ let boutput = R.map (\(_, _, blue) -> blue) colors
+ R.writeComponentsToBMP out_file routput goutput boutput