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AISB miscellaneous Bulletin Item

CFP: IJCV Special Issue on Evaluation of Articulated Human Motion and Pose


International Journal of Computer Vision (IJCV)
Special Issue On: Evaluation of Articulated Human Motion and Pose Estimation

Guest Editors:
Michael J. Black 	Brown University (black@cs.brown.edu)
Leonid Sigal	 	Brown University (ls@cs.brown.edu)

Aim and Scope:
There has been a large body of work developed in the last 10 years on the human 
pose estimation and tracking from video. Progress however has been limited by 
the lack of common datasets and error metrics for quantitative comparison. The 
goal of this special issue is to quantitatively establish the current state of 
the art in the human pose estimation and tracking from single and multiple 
camera views, using a common benchmark (HumanEva) database and error metrics.

The HumanEva datasets (http://vision.cs.brown.edu/humaneva/) contain multiple 
calibrated video sequences (grayscale and color) that are synchronized with 3D 
body poses obtained from a motion capture system. The database contains 
multiple subjects performing a variety of common actions (e.g. walking, 
jogging, gesturing, etc.). Error metrics for computing error in 2D and 3D pose 
are also provided to allow comparison of different methods on equal footing. 
The dataset contains training, validation and testing (with withheld ground 
truth) sets. The performance on testing sequences can be evaluated using 
on-line evaluation service. For detailed description of the procedure that 
should be followed for testing and evaluation of results please see 

This is an open call-for-papers. While submissions from the NIPS EHuM and IEEE 
CVPR EHuM2 workshops were invited to submit extended versions of their 
contributions, this does not guarantee acceptance to the special issue. 
Submissions from outside the two workshops are also strongly encouraged and 
will be considered on equal grounds. All manuscripts will be reviewed according 
to rigorous external IJCV reviewing policy to assure quality of the 

The list of possible topics of interest to the special issue includes (but is 
not limited to) the following:

--   Tracking and pose estimation (in 2D and 3D);
--   Articulated body models;
--   Priors for human motion and dynamics;
--   Appearance models;
--   Discriminative and generative approaches for articulated pose recovery;
--   Quantitative metrics for evaluation of pose estimation and tracking.

Submission Procedure:
Manuscripts of full journal length with detailed experimental results using 
(but not limited to) HumanEva datasets are solicited for submission. Due to the 
retrospective and prospective nature of the special issue, we will encourage 
submissions of both original unpublished works as well as surveys where prior 
approaches are evaluated using the data and the metrics provided. The latter 
are expected to contain extensive experimental and discussion sections that go 
sufficiently beyond experiments presented in the original publication. 
Submissions should follow the guidelines set out by IJCV and will be reviewed 
accordingly. Authors should submit manuscripts via IJCV website, 
http://visi.edmgr.com, by choosing ``Special Issue - EHuM'' as the Article 

Submission Deadline:           January 11, 2008