Difference between revisions of "BoofCV Roadmap"

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= Road Map =
= Road Map =


BoofCV is currently in an early developmental phase. The following are planned features for its first official release and future development.
BoofCV is still in an early development phase and its API is subject to change without notice.  Most of the time this is done to simply the API or provide greater abstraction. The following is a list of features desired for version 1.0.  If an item has been crossed out then it has been added already.  Items in bold are considered key features which have yet to be added.


Plans for 1.0
{| class="wikitable"
 
! Image Processing !! Features !! Geometric !! Recognition !! System
* Real support for color image processing
|-
* Convolution Kernels
|
** Add support for Kernels with different width and height
* <strike>Image convolution</strike>
** Add support for even kernel sizes
** <strike>Image Borders</strike>
** Fix convolution order
** <strike>Sparse</strike>
* Robust line segment detection
* <strike>Thresholding</strike>
* Fast feature description association
** <strike>Adaptive</strike>
* Camera calibration
** <strike>Global</strike>
* Dense stereo
* <strike>Convolution Kernel Ops</strike>
* Visual odometry example
* <strike>Image Derivative</strike>
* Image stitching applet
** <strike>Standard List</strike>
* Image mosaic applet
** <strike>2nd order</strike>
 
** <strike>Arbitrary</strike>
Future Plans
* <strike>Image Blur</strike>
* Face Detection
** <strike>Gaussian</strike>
* Face Learning
** <strike>Median</strike>
* People Tracking
** <strike>Mean</strike>
* Moving Object Tracking
* <strike>Binary Images</strike>
* Sparse Bundle Adjustment
** <strike>logical</strike>
** <strike>morphological</strike>
** <strike>threshold</strike>
* <strike>Interpolation</strike>
** <strike>Nearest Neighbor</strike>
** <strike>Bilinear</strike>
** <strike>Polynomial</strike>
** <strike>Kernel Based</strike>
* <strike>Fourier Transform</strike>
* <strike>Wavelet</strike>
** <strike>Denoise</strike>
* <strike>Discrete Image Pyramid</strike>
* <strike>Scale-Space</strike>
** <strike>Blur</strike>
** <strike>Pyramid</strike>
|
* <strike>Point Detectors</strike>
** <strike>SURF</strike>
** <strike>SIFT</strike>
** <strike>ShiTomasi</strike>
** <strike>Harris</strike>
** <strike>FAST</strike>
* <strike>Point Trackers</strike>
** <strike>KLT</strike>
** <strike>Detect-Describe-Associate</strike>
* <strike>Region Descriptors</strike>
** <strike>SURF</strike>
** <strike>SIFT</strike>
** <strike>NCC</strike>
** <strike>Pixel</strike>
* <strike>Contour/Blobs</strike>
** <strike>Chang 2004</strike>
* <strike>Lines</strike>
** <strike>Hough Polar</strike>
** <strike>Hough Foot of Norm</strike>
* <strike>Line Segments</strike>
* <strike>Fast Non-Maximum Suppression</strike>
* Association
** <strike>Exhaustive</strike>
** <strike>Approximate Nearest Neighbor</strike>
* <strike>Image Segmentation</strike>
** <strike>FelzenHutten04</strike>
** <strike>Mean-Shift</strike>
** <strike>SLIC</strike>
** <strike>Watershed</strike>
* <strike>Dense Optical Flow</strike>
** <strike>Brox</strike>
** <strike>Horn Schunck</strike>
** <strike>Horn Schunck Pyramid</strike>
** <strike>KLT</strike>
** <strike>Block</strike>
|
* <strike>Camera Calibration</strike>
* <strike>Stereo Disparity</strike>
* <strike>Structure from Motion</strike>
** <strike>Essential/Fundamental</strike>
** <strike>Homography</strike>
** <strike>PNP</strike>
** <strike>Trifocal</strike>
** <strike>Triangulation</strike>
* Visual Odometry
** <strike>Stereo</strike>
** <strike>Monocular Plane</strike>
** '''Monocular'''
* Bundle Adjustment
** <strike>Dense</strike>
** '''Sparse'''
|
* <strike>Object Tracking</strike>
* <strike>Fiducial</strike>
* '''Faces'''
* '''People'''
* <strike>Scenes</strike>
|
* System Tests
** Speed
** Stability
* <strike>Gradle</strike>
* Fix known bugs
* Move Legacy Algorithms
|}

Latest revision as of 20:17, 20 September 2015

Road Map

BoofCV is still in an early development phase and its API is subject to change without notice. Most of the time this is done to simply the API or provide greater abstraction. The following is a list of features desired for version 1.0. If an item has been crossed out then it has been added already. Items in bold are considered key features which have yet to be added.

Image Processing Features Geometric Recognition System
  • Image convolution
    • Image Borders
    • Sparse
  • Thresholding
    • Adaptive
    • Global
  • Convolution Kernel Ops
  • Image Derivative
    • Standard List
    • 2nd order
    • Arbitrary
  • Image Blur
    • Gaussian
    • Median
    • Mean
  • Binary Images
    • logical
    • morphological
    • threshold
  • Interpolation
    • Nearest Neighbor
    • Bilinear
    • Polynomial
    • Kernel Based
  • Fourier Transform
  • Wavelet
    • Denoise
  • Discrete Image Pyramid
  • Scale-Space
    • Blur
    • Pyramid
  • Point Detectors
    • SURF
    • SIFT
    • ShiTomasi
    • Harris
    • FAST
  • Point Trackers
    • KLT
    • Detect-Describe-Associate
  • Region Descriptors
    • SURF
    • SIFT
    • NCC
    • Pixel
  • Contour/Blobs
    • Chang 2004
  • Lines
    • Hough Polar
    • Hough Foot of Norm
  • Line Segments
  • Fast Non-Maximum Suppression
  • Association
    • Exhaustive
    • Approximate Nearest Neighbor
  • Image Segmentation
    • FelzenHutten04
    • Mean-Shift
    • SLIC
    • Watershed
  • Dense Optical Flow
    • Brox
    • Horn Schunck
    • Horn Schunck Pyramid
    • KLT
    • Block
  • Camera Calibration
  • Stereo Disparity
  • Structure from Motion
    • Essential/Fundamental
    • Homography
    • PNP
    • Trifocal
    • Triangulation
  • Visual Odometry
    • Stereo
    • Monocular Plane
    • Monocular
  • Bundle Adjustment
    • Dense
    • Sparse
  • Object Tracking
  • Fiducial
  • Faces
  • People
  • Scenes
  • System Tests
    • Speed
    • Stability
  • Gradle
  • Fix known bugs
  • Move Legacy Algorithms