VL_IMREADJPEG - Load and transform images asynchronously

IMAGES = VL_IMREADJPEG(FILES) reads the specified cell array FILES of JPEG files and returns at cell array of images IMAGES.

IMAGES = VL_IMREADJPEG(FILES, 'NumThreads', T) uses T parallel threads to accelerate the operation. Note that this is independent of the number of computational threads used by MATLAB.

VL_IMREADJPEG(FILES, 'Prefetch') starts reading the specified images but returns immediately to MATLAB. Reading happens concurrently with MATLAB in one or more separated threads. A subsequent call IMAGES=VL_IMREADJPEG(FILES) specifying exactly the same files in the same order will then return the loaded images. This can be sued to quickly load a batch of JPEG images as MATLAB is busy doing something else.

The function can transforms the images on the fly in various ways. Transformatiosn are applied as follows:

1) An (H,W) image is loaded from disk.

2) A rectangular subset of the image is cropped and resized. The

   geometry of the crop is determined as follows:

   1) First, the shape (Ho,Wo) of the output image (i.e. the
      resized crop) is determined. This, as determined by the
      `Resize` option, can be either the same as the input image
      (H,W) or one or both of height and witdth can be set to an
      arbitrary value.

   2) Given the output shape (Ho,Wo) of the crop, the shape
      (Hi,Wi) and location of the crop in the input image is
      determined.  First, an anisotropy ratio (change in aspect
      ratio) is selected according to `CropAnisotropy`. Given
      that, the input crop rectangle is scaled to fill a certain
      percentage of the input image according to `CropSize`.
      Finally, the crop is extracted either from the middle of the
      input image or at a random location according to

3) The cropedd and resized image undergoes color post

   post-processing, including mean subtraction
   (`SubtractAverage`), random color shift (`Brightness`), and
   random changes in saturation (`Saturation`), and contrats

The function takes the following options:

Further details on the processing performed by the function can be found in the PDF manual.