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iceview's Introduction

iceview is a Python module for mosaicing sea ice images built on top of skimage and distributed under the included LICENSE.txt.

Official source code repo: https://github.com/johannah/iceview

INSTALLATION

iceview has been tested under Python 2.7 and 3.4.

python setup.py install

DEVELOPMENT

You can check out the latest code with this command:

git clone https://github.com/johannah/iceview

TODO

  • Documentation
  • add params/desc for each function
  • Testing
  • identify where
  • tests for patchmaker
  • measuring accuracy, propagation of error
  • make image graph output (see piz.)
  • Knowledge Gaps
  • Which type of transform where (affine/projective?)
  • Measuring error
  • Speed
  • Isolate neighbors based on gps/imu data
  • what size image should be used?
  • give user options for method of matching (incremental links vs stabilize)
  • optimize addition of features
  • Features
  • add zernike descriptors in style of skimage
  • add water filter - color or texture based
  • add conv net for feature extraction
  • Architecture
  • add configuration file??? -> num of iterations
  • exit cleanly with ctrl+c (how to deal with unmatched)?, save as you go
  • keep track of parameters used for features in .json file... how, what iteration

iceview's People

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