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IEEE T R A N S A C T I O N S O N

PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A publication of the IEEE Computer Society

JUNE 2007 VOLUME 29 NUMBER 6 ITPIDJ (ISSN 0162-8828)

Introduction of New Associate Editors

D.J. Kriegman and D. Fleet...

913 PAPERS

Face and Gesture

Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions

G. Zhao and M. Pietikäinen ...

915 Image Segmentation and Feature Extraction

Toward Objective Evaluation of Image Segmentation Algorithms

R. Unnikrishnan, C. Pantofaru, and M. Hebert ...

929 Curve/Surface Representation and Evolution Using Vector Level Sets with Application to the Shape-Based

Segmentation Problem

H.E. Abd El Munim and A.A. Farag ...

945 Matching Registration

Matching by Linear Programming and Successive Convexification

H. Jiang, M.S. Drew, and Z.-N. Li ...

959 Motion Tracking and Analysis

Model-Based Tracking by Classification in a Tiny Discrete Pose Space

L. Shang, P. Jasiobedzki, and M. Greenspan ...

976 Morphological Filtering

Mask-Based Second-Generation Connectivity and Attribute Filters

G.K. Ouzounis and M.H.F. Wilkinson...

990 Object Recognition

Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations

T.-K. Kim, J. Kittler, and R. Cipolla...

1005 Recognition of Pornographic Web Pages by Classifying Texts and Images

W. Hu, O. Wu, Z. Chen, Z. Fu, and S. Maybank ...

1019 Pattern Analysis and Classification

Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications

Y. Sun ...

1035 Stereo

MonoSLAM: Real-Time Single Camera SLAM

A.J. Davison, I.D. Reid, N.D. Molton, and O. Stasse ...

1052 Stereo Correspondence with Occlusion Handling in a Symmetric Patch-Based Graph-Cuts Model

Y. Deng, Q. Yang, X. Lin, and X. Tang ...

1068

www.computer.org tpami@computer.org

Published in cooperation with: Aerospace & Electronic Systems Society, Control Systems Society, Engineering in Medicine & Biology Society, Information Theory Society, Systems, Man & Cybernetics Society, Ultrasonics, Ferroelectrics, & Frequency Control Society IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCEVol. 29, No. 6, June 2007

Indexed in MEDLINE®/ PubMed® and indexed in ISI

PURPOSE:The IEEE Computer Society is the world’s largest association of computing professionals and is the leading provider of technical information in the field.

MEMBERSHIP:Members receive the monthly magazine Computer, discounts, and opportunities to serve (all activities are led by volunteer members). Membership is open to all IEEE members, affiliate society members, and others interested in the computer field.

COMPUTER SOCIETY WEB SITE:www.computer.org OMBUDSMAN:Email help@computer.org.

Next Board Meeting: 18 May 2007, Los Angeles

EXECUTIVE COMMITTEE

President:Michael R. Williams*

President-Elect:Rangachar Kasturi;* Past President:Deborah M. Cooper;* VP, Conferences and Tutorials:Susan K. (Kathy) Land (1ST VP);* VP, Electronic Products and Services:Sorel Reisman (2ND VP);* VP, Chapters Activities:

Antonio Doria;* VP, Educational Activities:Stephen B. Seidman;† VP, Publica- tions:Jon G. Rokne;† VP, Standards Activities:John Walz;† VP, Technical Activities:Stephanie M. White;* Secretary:Christina M. Schober;* Treasurer:

Michel Israel;† 2006–2007 IEEE Division V Director:Oscar N. Garcia;†

2007–2008 IEEE Division VIII Director: Thomas W. Williams;† 2007 IEEE Divi- sion V Director-Elect: Deborah M. Cooper;*ComputerEditor in Chief:Carl K.

Chang†

*voting member of the Board of Governors nonvoting member of the Board of Governors

BOARD OF GOVERNORS

Term Expiring 2007:Jean M. Bacon, George V. Cybenko, Antonio Doria, Richard A. Kemmerer, Itaru Mimura, Brian M. O’Connell, Christina M. Schober

Term Expiring 2008:Richard H. Eckhouse, James D. Isaak, James W. Moore, Gary McGraw, Robert H. Sloan, Makoto Takizawa, Stephanie M. White

Term Expiring 2009:Van L. Eden, Robert Dupuis, Frank E. Ferrante, Roger U.

Fujii, Anne Quiroz Gates, Juan E. Gilbert, Don F. Shafer

EXECUTIVE STAFF

Associate Executive Director:Anne Marie Kelly; Publisher:Angela R. Burgess;

Associate Publisher:Dick J. Price; Director, Administration:Violet S. Doan;

Director, Finance and Accounting:John Miller COMPUTER SOCIETY OFFICES

Washington Office.1730 Massachusetts Ave. NW, Washington, DC 20036-1992 Phone: +1 202 371 0101 • Fax: +1 202 728 9614 • Email: hq.ofc@computer.org Los Alamitos Office.10662 Los Vaqueros Circle, Los Alamitos, CA 90720-1314

Phone: +1 714 821 8380 •Email: help@computer.org Membership and Publication Orders:

Phone: +1 800 272 6657 • Fax: +1 714 821 4641 •Email: help@computer.org Asia/Pacific Office.Watanabe Building, 1-4-2 Minami-Aoyama, Minato-ku,

Tokyo 107-0062, Japan

Phone: +81 3 3408 3118 • Fax: +81 3 3408 3553 Email: tokyo.ofc@computer.org

IEEE OFFICERS

President:Leah H. Jamieson; President-Elect:Lewis Terman; Past President:

Michael R. Lightner; Executive Director & COO:Jeffry W. Raynes; Secretary:

Celia Desmond; Treasurer:David Green; VP, Educational Activities:Moshe Kam;VP, Publication Services and Products:John Baillieul; VP, Regional Activities:Pedro Ray; President, Standards Association:George W. Arnold;

VP, Technical Activities:Peter Staecker; IEEE Division V Director:Oscar N.

Garcia; IEEE Division VIII Director:Thomas W. Williams; President, IEEE- USA:John W. Meredith, P.E.

revised 23 Mar. 2007

(Contents continued on back cover) (Contents continued from front cover)

SHORT PAPERS

Image Segmentation and Feature Extraction

Focus Area Extraction by Blind Deconvolution for Defining Regions of Interest

L. Kovács and T. Szirányi ...

1080 Machine Learning and Pattern Analysis

The Bayes Decision Rule Induced Similarity Measures

C. Liu ...

1086 A Normalized Levenshtein Distance Metric

L. Yujian and L. Bo ...

1091 Video and Image Sequence Analysis

Space-Time Adaptation for Patch-Based Image Sequence Restoration

J. Boulanger, C. Kervrann, and P. Bouthemy ...

1096

Call for Papers for Special Issue on Real-World Image Annotation and Retrieval

...

1103

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