ITK Release 4/A2D2 Projects/SCORE++/Tcon-2011-04-18
From KitwarePublic
< ITK Release 4 | A2D2 Projects | SCORE++
Jump to navigationJump to search
Attendees
- Sean Megason
- Arnaud Gelas
- Stephen Aylward
- Patrick Reynolds
- Julien Jomier
- Xiaoxioa Liu
- Luis Ibanez
Items
- Data licensing
- Data Curation
- Associating publications with the data in the database
- Comparison of segmentations
- What MIDAS instance to use ?
- Data Collection MIDAS
- How much data ?
- A dozen items..
- About 100Gb per item
- Suggestion:
- Per dataset have three tiers:
- Testing data (data freely available, annotations/truth sequestered)
- Training data (data and annoations freely available)
- Small sample for quick evaluation
- Provide an online viewing tool (MIDAS/DJ Viewer)
- Per dataset have three tiers:
- Data Transfer
- Using MIDAS CPP ?
- 100 Gbit /s Transfer rate at Kitware KHQ (about 10 GigaByte/s)
- Use Amazon S3 Store
- Rates and prices prohibitive
- Scoring Algorithms
- Client Side and Server Side the same
- Fully open-source
- Provided as
- ITK classes
- GenerateCLP Executables for use with BatchMake
- How are these distributed? New toolkit?
- Batchmake scripts provided to show how to run methods and score on a collection of data
- How are these distributed? New toolkit?
- Representations for
- Tracks (3D + t)
- Object Ids
- Use ITK SpatialObjects ?
- 3D + time ?
- Use itk::LabelMaps to represent segmentations and tracks
Tracking Evaluation
- ICCV paper: Tracking performance evaluation
- Sometimes the data start from meshes
- Sometimes it starts from images
- Sometimes it starts from tracks
- If adopting a file format for storing this data
- THEM we must provide a library (IO API) for reading and writing this data.
- Maybe use the MetaImage library ?
- It already has the concepts of "polylines" and "tubes"
Server Side Processing
WARNING: THIS IS BRAINSTORMING...but we need to do something like this!
- Rationale: The data is too large to download
- Users could upload
- Source code
- Binaries
- Virtual Machines
- These code/binaries will be executed on the data and the output will go to the evaluation.
- Users could upload
Action Items
- File formats for Tracks
- Luis, Arnaud, DJ
- Track Evaluation Metrics (comparing tracks ICCV)
- Marcel
- Segmentation Metrics
- Patrick, Xiaoxiao
- Web Data Visualization
- Patrick, DJ, Arnaud, Luis
- IO / Database
- Arnaud, Luis, DJ, Zack Mullen