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