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Petr Chmelař

UIFS

UIFS Seminar

Thesis Objectives

OLAM SE

Publications

Teaching

2nd Year Summary Report

Supervisor

Doc. Ing. Jaroslav Zendulka, CSc.

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Petr Chmelař

UIFS

UIFS Seminar

Thesis Objectives

OLAM SE

Publications

Teaching

Dissertation Thesis Objectives

1. Content Analysis

2. Retrieval

3. Knowledge discovery

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Content Analysis of Distributed Video Surveillance Data for

Retrieval and Knowledge Discovery

Proposition of a (Kalman Filter) method’s modification for detection,

identification and tracking many objects (focusing on pedestrians) using

distributed camera grid with (usually) non-overlapping field of view.

Proposition of probabilistic data model for storing and efficient retrieval of

objects’ description and its’ spatio-temporal location.

Proposition of a technique for an analysis of objects and its’ behavior.

A theoretical justification, experimental validation and comparison of the

proposed methods will be provided.

Almost done

Begun

Begun

On the schedule

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Petr Chmelař

UIFS

UIFS Seminar

Thesis Objectives

OLAM SE

Publications

Teaching

Self Explaining

Online Analytical Mining

1. Simplified mining

2. Automatic concept hierarchy thresholds

3. Unified knowledge discovery

4. Interactivity improvements

5. Novel user interface

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Petr Chmelař

UIFS

UIFS Seminar

Thesis Objectives

OLAM SE

Publications

Teaching

Publications

1. OLAM SE

2. Surveillance

3. Others

6 / 9

OLAM SE

Coming soon:

CHMELAŘ, P. – STRYKA, L. Simplified Progressive Data Mining. ICSS, XVI International Conference on System Science. 2007.

2007:

CHMELAŘ, P. – STRYKA, L. Interactive Mining on Hierarchical Data. Student Proceedings of the 13th Conference STUDENT EEICT 2007 Volume 4. pp. 2007. 410-414. ISBN 80-214-3410-3. IEEE prize…

member of

Chmelař, P. – Stryka, L. Interactive and Intuitive Analytical Data Mining. ZNALOSTI 2007, Proceedings of the 6th annual conference. 2007. pp. 308-311. ISBN 9788024812793.

2006: E-Informatica paper refused.

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Surveillance

Coming soon:

CHMELAR, P. – ZENDULKA, J. Visual Surveillance Metadata

Management. MDMM 2007: 1st International Workshop on Multimedia Data

Mining and Management, in cooperation with DEXA. IEEE: 2007.

CHMELAR, P. – ZENDULKA, J. Distributed Visual Sensor Network Fusion.

MLMI, 4th Joint Workshop on Multimodal Interaction and Related Machine

Learning Algorithms. 2007.

2006:

Chmelař, P: Bayesian Concepts for Human Tracking and Behavior

Discovery. Proceedings of the 12th Conference STUDENT EEICT 2006

Volume 4. 2006, p. 360-364, ISBN 80-214-3163-6. (awarded)

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Others

2007:

Jana Šilhavá, Vítězslav Beran, Petr Chmelař, Adam Herout, Michal Hradiš,

Roman Juránek, Pavel Zemčík: Platform for Evaluation of Image

Classifiers. SCCG, Spring Conference on Computer Graphics. ACM

SIGGRAPH: 2007.

2005:

Chmelař Petr: Dolování asociačních pravidel z texturních databází.

Proceedings of the 11th Conference STUDENT EEICT 2005. 2005. p. 253-

255, ISBN 80-214-2888-0. (awarded)

2004:

Chmelař Petr: Gaborovy filtry. Proceedings of the 11th Conference

STUDENT EEICT 2004. 2004.

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Teaching

PDB: Multimedia Databases (in practice).

Leading

3 Bc. students.

1 Msc. student.

About 340 hours.