Department of
Computational
Perception
|
Department of
Computational
Perception
|
|
Research
According to its mission, the Department of Computational Perception carries out basic and applied research in machine learning, pattern recognition, knowledge extraction, and generally Artificial and Computational Intelligence. In terms of application fields, our current focus is on intelligent audio (specifically: music) and image processing.
Research Directions
Funded Projects
Internal Projects
Cooperations
We maintain close close cooperation links with the Austrian Research Institute for Artificial Intelligence (ÖFAI), Vienna, and in particular with its Machine Learning, Data Mining, and Intelligent Music Processing Group (which is also headed by Prof. Widmer).
Publications
(starting Oct 2004)
Goebl, W. and Widmer, G. (2009).
On the Use of Computational Methods for Expressive Music Performance.
In T. Crawford and L. Gibson (Eds.),
Modern Methods for Musicology: Prospects, Proposals and
Realities. London: Ashgate Publishing.
Schedl, M. and Pohle, T. (2009).
Enlightening
the Sun: A User Interface to Explore Music Artists via Multimedia
Content.
Multimedia Tools and Applications: Special Issue on Semantic and
Digital Media Technologies.
(in press).
Widmer, G., Flossmann, S., and
Grachten, M. (2009).
YQX Plays Chopin. AI
Magazine 30(3), 35-48.
Grachten, M., Goebl, W., Flossmann,
S. and Widmer, G. (2009).
Phase-plane Representation and Visualization of Gestural Structure in
Expressive Timing. Journal
of New Music Research 38(2), 183-195.
Goebl, W. and Palmer, C. (2009)
Synchronization
of
Timing and Motion Among Performing Musicians. In Music Perception 26(5), 427-438.,
Flexer, A. and Schitzer, D. (2009).
Album and
Artist Effects for Audio Similarity at the Scale of the Web.
In Proceedings oft the
6th
Sound and Music Computing Conference (SMC´09),
Porto, Portugal.
Flossmann, S., Goebl, W. and Widmer,
G.(2009)
Maintaining
Skill Across Life Span: Magaloff´s Complete
Chopin at Age 77. International Symposium on
Performance
Science, (ISPS
2009),
Auckland, New Zealand.
Knees, P. and Schedl, M. (2009).
Context-Based
Music Similarity Estimation.
(Invited Talk). 3rd Workshop on Learning the
Semantics of Audio Signals (LSAS 2009),
Graz,
Austria.
Schedl, M. and Knees, P.(2009).
Context-Based
Music Similarity Estimation.
In Proceedings of the 3rd Workshop on Learning the
Semantics of Audio Signals (LSAS 2009),
Graz,
Austria.
Widmer, G. (2009).
Dealing with Music in
Intelligent Ways.
(Invited Abstract). In Proceedings of the 18th
International
Symposium
on Methodologies for Intelligent Systems (ISMIS 2009),
Prague,
Czech Republic. Springer Verlag.
Pohle,T. and Schitzer, D. (2009).
Comparing
Sounds and the Organisation of their Onsets in Time.
Submission to the 6th Annual Music Information Retrieval eXchange
(MIREX´09),
10th International
Conference on Music Information
Retrieval (ISMIR 2009), Kobe, Japan.
Grachten, M. and Widmer, G.
(2009).
Who
is Who in the End? Recognizing Pianists By Their Final Ritardandi.
In
Proceedings of the 10th
International
Conference on Music Information
Retrieval (ISMIR 2009), Kobe, Japan.
Seyerlehner, K. and Schedl, M.
(2009).
Block-Level
Audio Features for Music Genre Classification.
Extended Abstract to the 6th Annual Music Information Retrieval
eXchange
(MIREX´09),
10th International
Conference on Music Information
Retrieval (ISMIR 2009), Kobe, Japan.
Grachten, M., Schedl, M., Pohle, T.
and Widmer, G. (2009).
The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips. In
Proceedings of the
10th International Conference on Music Information
Retrieval (ISMIR 2009), Kobe, Japan.
Niedermayer, B. (2009).
Improving
Accuracy of Polyphonic Music-to-Score Alignment. In
Proceedings of the
10th International Conference on Music Information
Retrieval (ISMIR 2009), Kobe, Japan.
Schnitzer, D., Flexer, A. and
Widmer, G. (2009).
A
Filter-and-Refine Indexing Method for Fast Similarity Search in
Millions of Music Tracks. In
Proceedings of the
10th International Conference on Music Information
Retrieval (ISMIR 2009), Kobe, Japan.
Pohle, T., Schnitzer, D., Schedl,
M., Knees, P. and Widmer, G. (2009).
On Rhythm and General Music Similarity. In
Proceedings of the
10th International Conference on Music Information
Retrieval (ISMIR 2009), Kobe, Japan.
Junker, C. and Knees, P. (2009).
Disc-JoQey: A
Semi-Automatic Application to Segment and Tag Recordings from Vinyls.
Demonstration Session, 10th International Conference on Music
Information
Retrieval (ISMIR 2009), Kobe, Japan.
Goebl, W. and Palmer, C. (2009)
Studying Finger Motion in Piano Performance: Touch and Tempo.
International Symposium on Performance Science (ISPS 2009),
Auckland,
New Zealand.
Niedermayer B. (2009).
Towards
Audio to Score Alignment in the Symbolic Domain. In Proceedings
of the Sound and Music Computing Conference (SMC 2009),
Porto, Portugal.
Flossmann, S., Grachten, M., and
Widmer, G. (2009).
Expressive
Performance Rendering: Introducing Performance Context. In Proceedings
of the Sound and Music Computing Conference (SMC 2009),
Porto, Portugal.
Goebl, W., Flossmann, S. and Widmer,
G. (2009).
Computational
Investigations Into Between-hand Synchronization in Piano Playing:
Magaloff´s Complete Chopin. In Proceedings
of the Sound and Music Computing Conference (SMC 2009),
Porto, Portugal.
Knees, P., Pohle, T., Schedl, M.,
Schnitzer, D.,
Seyerlehner, K., and Widmer, G. (2009).
Augmenting
Text-Based Music Retrieval with Audio
Similarity. In Proceedings
of the 10th International Conference on Music Information Retrieval
(ISMIR 2009),
Kobe, Japan.
Seyerlehner, K.,Pohle,
T., Widmer G., Schnitzer, D. (2009).
Informed
Selection of Frames for Music Similarity
Computation. In Proceedings
of the 12th International Conference on Digital Audio Effects (DAFx-09),
Como, Italy, September 1-4, 2009.
Seyerlehner, K., Knees,
P., Schnitzer D. and
Widmer, G. (2009).
Browsing
Music Recommendation Networks. In Proceedings of the 10th
International Society for Music Information Retrieval Conference
(ISMIR-09), Kobe, Japan, October 26-30, 2009.
Seyerlehner, K., Flexer, A.
and Widmer, G.
(2009).
On the Limitations of Browsing Top-N Recommender
Systems.
In Proceedings of the
3rd ACM Conference on Recommender Systems, New
York, USA, October 22-25, 2009.
Eidenberger, R., Zoellner, R. and
Scharinger, J. (2009).
An
Integrated Active Perception Module for a Distributed
Cognitive Architecture. In
Proceedings of the 14th
International Conference on Advanced Robotics (ICAR'09).
Munich,
Germany.
Eidenberger, R., Zoellner, R. and
Scharinger, J. (2009).
Probabilistic
Occlusion Estimation in Cluttered
Environments for Active Perception Planning. In Proceedings
of the IEEE International Conference on Advanced Intelligent
Mechatronics (AIM'09), Singapore.
Scharinger, J. (2009).
Kolmogorov Stream Ciphers. In Computer
Aided Systems Theory - EUROCAST 2009 , Las Palmas de Gran
Canaria, Spain
Thumfart, S., Heidl, W., Scharinger,
J. and Eitzinger, C. (2009)
A Quantitative Evaluation of Texture
Feature Robustness and Interpolation Behaviour. In X. Jiang and N.
Petkov (Eds.): CAIP 2009, LNCS col. 5702, pp. 1154-1161. Springer,
Heidelberg 2009.
Langer, J., Ailisto, H.,
Tuikka, T., Grechenig,
Th., Jacak,
W., Scharinger, J. and Madlmayr, G. (Eds.) (2009).
Proceedings
of the First International IEEE Workshop on Near Field
Communication, IEEE Computer Society, Conference
Publishing Services (CPS).
Madlmayr, G. Langer, J.
Kantner, Ch.
Scharinger, J. and Schaumüller-Bichl, I. (2009).
Risk Analysis of Over-the Air Transactions in an NFC-Ecosystem, Proceedings of the First
International IEEE-Workshop on Near Field Communication, 87-92
Widmer, G., Rocchesso, D., Välimäki, V.,
Erkut, C.,
Gouyon, F.,
Pressnitzer, D., Penttinen, H., Polotti, P. and Volpe, G. (2008).
Sound and Music Computing: Research Trends and Some Key Issues. Journal
of New Music Research 36(3), 169-184.
Saunders, C., Hardoon,
D.,
Shawe-Taylor, J. and Widmer, G. (2008).
Using
String Kernels to Identify Famous Performers from their Playing Style.
Intelligent Data Analysis, 12(4) (in press).
Thumfart, S. Jacobs, R.
H.A.H., V.
Haak, K., Cornelissen, F.W., Scharinger, J. and Eitzinger, Ch. (2008).
Feature based
prediction of the perceived and
aesthetic properties of visual textures.
In Proceedings of
Materials & Sensations, Pau, 22-24 Oct., 2008,
Niedermayer, B. (2008).
Non-Negative
Matrix Division for the Automatic Transcription of Polyphonic Music.
In Proceedings of the
9th
International Conference on Music Information Retrieval (ISMIR 2008),
Philadelphia, PA, USA.
Eidenberger, R.,
Grundmann, T.,
Feiten, W. and Zoellner, R. (2008).
Fast
Parametric Viewpoint Estimation for Active Object Detection.
In Proceedings of the
IEEE International Conference on Multisensor Fusion and Integration for
Intelligent Systems (IEEE 2008), Seoul, Korea.
Knees, P.
(2008).
Integrating Context and content to Search for Music via Natural
Language Queeris.
Seminar Talk,
Queen Mary University, London, UK.
Schedl, M.
and Pohle, T.
(2008).
Exploring
Music Artists via Descriptive Terms and Multimedia Content.
In Proceedings of the
3rd International Conference
on Semantic and Digital Media Technologies (SAMT 2008),
Koblenz, Germany.
Gasser,
M., Schnitzer,
D., Flexer,
A., and Widmer, G. (2008).
FM4
Soundpark: Audio-based Music Recommendation in Everyday Use. Demonstration
Session, 9th International Conference on Music Information
Retrieval (ISMIR 2008), Philadelpha, PA.
Pohle,
T., Knees, P.,
and Widmer, G.
(2008).
sound/tracks: Real-Time
Synaesthetic Sonification and Visualisation of Passing Landscapes.
In Proceedings of
the ACM
Multimedia 2008 - Interactive Arts Program, Vancouver, BC,
Canada.
Knees,
P., Pohle, T.,
and Widmer, G.
(2008).
sound/tracks:
Real-Time Synaesthetic Sonification of Train Journeys.
In Proceedings
of the ACM
Multimedia 2008
- Interactive Arts Exhibition, Vancouver, BC, Canada.
Kleedorfer,
F., Knees,
P. and Pohle,
T. (2008).
Oh Oh Oh Whoah!
Towards Automatic Topic Detection in Song Lyrics. In
Proceedings of the 9th
International Conference on Music Information Retrieval (ISMIR 2008),
Philadelphia, PA, USA.
Dopler,
M., Schedl, M.,
Pohle, T.,
and Knees, P. (2008).
Accessing
Music Collections via Representative Cluster Prototypes in a
Hierarchical Organization Scheme. In Proceedings of the 9th
International Conference on Music Information Retrieval (ISMIR 2008),
Philadelphia, PA, USA.
Flexer,
A., Schnitzer,
D., Gasser,
M., and Widmer, G. (2008).
Playlist Generation Using Start
and End Songs. In Proceedings of the 9th
International Conference on Music Information Retrieval (ISMIR 2008),
Philadelphia, PA, USA.
Gasser,
M., Flexer, A.,
and Widmer,
G. (2008).
StreamCatcher - Integrated
Visualization of Music Clips and Online Audio Streams.
In Proceedings of the
9th International Conference on Music Information Retrieval (ISMIR 2008),
Philadelphia, PA, USA.
Madsen,
S.T., Typke, R.
and Widmer,
G. (2008).
Automatic Reduction of MIDI
Files Preserving Relevant Musical Content. In
Proceedings of the 6th
Workshop on Adaptive Multimedia Retrieval
(AMR 2008), Berlin, Germany.
Madlmayr,
G., Langer, J.
and
Scharinger, J. (2008).
Managing an NFC
Ecosystem. In Proceedings
of the 7th Conference on Management of mobile Business (2008).
Madlmayr,
G., Langer, J.
and
Scharinger, J. (2008).
Management of
Multiple Cards in NFC-Devices. In Proceedings of the 8th Smart
Card Research and Advanced Application IFIP Conference (2008).
Madlmayr,
G., Kleebauer,
P., Langer,
J. and
Scharinger, J. (2008).
Secure communication
between web browsers and NFC targets by the
example of an e-ticketing concept.
In Proceedings
of the 8th Smart
Card Research and Advanced Application IFIP Conference (2008).
Madlmayr,
G.,
Brandlberger,
D., Langer, J. and
Scharingehttp://www.smcnetwork.org/roadmap r, J. (2008).
Evaluation of
Smartcard Webserver from a Users Perspective. In Proceedings for the 6th
International Conference on Advances in Mobile Computing and Multimedia
(2008).
Madlmayr,
G.,
Brandlberger, D.,
Langer, J. and
Scharinger, J. (2008).
Evaluation of
Application Platforms on mobile Phones for NFC Applications.
In Proceedings for
Smart Mobility Conference
(2008).
Madlmayr,
G., Groiss,
B., Langer, J. and
Scharinger, J. (2008).
The potential of SIM
cards as an application platform for smart server
systems.
In Proceedings
of the e-Smart Conference 2008
(2008).
Madlmayr,
G., Ecker,
J., Langer, J. and
Scharinger, J. (2008).
Sichere Infrastruktur
zur Fernverwaltung von Smartcard-Chips in einem NFC-\"Okosystem.
Im Tagungsband der DACH
Security 2008
).
Pohle,
T., Seyerlehner,
K., and
Widmer, G. (2008).
An Approach to Automatically
Tracking Music Preference
on Mobile Players.
In Proceedings
of the 6th Workshop on Adaptive Multimedia Retrieval
(AMR 2008), Berlin, Germany.
Knees,
P., Schedl, M.,
and Pohle, T.
(2008).
A Deeper Look
into Web-based Classification of Music Artists.
In Proceedings of the
2nd Workshop on Learning the Semantics of Audio
Signals (LSAS 2008), Paris, France.
Schedl,
M. and Knees,
P. (2008).
Investigating
Different Term Weighting Functions for Browsing Artist-Related Web
Pages by Means of Term Co-Occurrences. In Proceedings of the 2nd Workshop
on Learning the Semantics of Audio
Signals (LSAS 2008), Paris, France.
Flossmann,
S., Grachten,
M. and
Widmer, G. (2008).
Experimentally Investigating
the Use of Score Features for Computational Models of Expressive
Timing.
In Proceedings
of the 10th International Conference on Music Perception and Cognition
(ICMPC 2008), Sapporo, Japan.
Grachten,
M., Goebl, W.,
Flossmann,
S. and Widmer, G. (2008).
Intuitive Visualization of
Gestures in Expressive Timing: A Case Study on the Final Ritard.
In Proceedings
of the 10th International Conference on Music Perception and Cognition
(ICMPC 2008), Sapporo, Japan.
Seyerlehner,
K., Widmer,
G., and
Knees, P. (2008).
Frame-level Audio Similarity -
A Codebook Approach.
In Proceedings
of the 11th International Conference on Digital Audio
Effects (DAFx-08), Espoo, Finland.
Swoboda,
R. and Scharinger, J. (2008).
A
3-D Statistical Shape Model of the Left Ventricle - Geometric Prior
Information for Recovering Shape from Projective Bi-Planar X-Ray
Images. In Proceedings
of
the 32nd Workshop of the Austrian Association for Pattern Recognition -
Challenges in the Biosciences: Image Analysis and Pattern Recognition
Aspects, Linz, Austria.
Madlmayr,
G., Langer, J.
and
Scharinger, J. (2008).
Near Field
Communication based Mobile Payment System. In Mobile und Ubiquitäre
Informationssysteme - Technologien, Prozesse, Marktfähigkeit,
81-93, München, Deutschland.
Madlmayr,
G., Ecker, J.,
Langer, J.
and Scharinger, J. (2008).
Near Field
Communication: State of Standardization. In Adjunct Proceedings First
International Conference on the Internet of Things 2008,
Zürich, Schweiz.
Madlmayr,
G. and
Scharinger, J.
(2008).
Sicheres Over-the-air
Management von SmartCard Applikationen in einem Near Field
Communication Ökosystem. In Tagungsband zum 8. Kryptotag,
Deutsche Gesellschaft für Informatik, Fachgruppe für
Kryptographie,
Tübingen 2008.
Arzt,
A., Widmer, G.,
and Dixon, S.
(2008).
Automatic Page Turning for
Musicians via Real-Time Machine Listening.
In Proceedings
of the 18th European Conference on Artificial Intelligence
(ECAI 2008), Patras, Greece.
Pohle,
T. and
Knees, P. (2008).
Real-Time Synaesthetic
Sonification of Traveling Landscapes. In Proceedings of the 5th
International Mobile Music Workshop
(MMW 2008), Vienna, Austria.
Grachten,
M., Goebl, W.,
Flossmann,
S. and Widmer, G. (2008).
Phase-plane
Visualizations of Gestural Structure in Expressive Timing.
In Proceedings
of the Fourth Conference on Interdisciplinary Musicology (CIM08),
Thessaloniki. July, 2008.
Knees,
P., Pohle, T.,
Schedl, M.,
Schnitzer, D., and Seyerlehner K. (2008).
A
Document-centered Approach to a Natural Language Music Search Engine.
In Proceedings of the
30th European Conference on Information Retrieval
(ECIR 2008), Glasgow, Scotland, UK.
Schedl,
M., Knees, P.,
Pohle, T.,
and Widmer, G. (2008).
Towards an
Automatically Generated Music Information System via Web Content Mining.
In Proceedings of the
30th European Conference on Information Retrieval
(ECIR 2008), Glasgow, Scotland, UK.
Madlmayr, G., Langer,
J., Schaffer,
Ch., and Scharinger J. (2008).
NFC Devices: Security and Privacy. In Proceedings of the 3rd
International Conference on Availability, Reliability and Security
(ARES2008), Barcelona, Spain.
Madlmayr, G., Langer,
J., and
Scharinger, J. (2008).
Erkenntnisse und Ergebnisse aus einem NFC Feldversuch. In Proceedings of the 2nd Research
Forum of the Universities of
Applied Sciences, Austria (FHK2008), Austria.
Pohle,
T.,
Knees, P., Schedl, M., Pampalk, E., and Widmer, G. (2007).
"Reinventing The Wheel": A Novel Approach to Music Player Interfaces. IEEE Transactions on Multimedia 9(3), 567-575.
Knees,
P., Schedl, M., Pohle, T., and Widmer, G. (2007).
Exploring Music Collections in Virtual Landscapes.
IEEE MultiMedia
14(3), 46-54.
Bernardini,
N., Serra,
X., Leman,
M., and Widmer, G. (Eds.) (2007).
A
Roadmap for Sound and Music Computing,
The S2S2 Consortium.
(Licensed under Creative Commons).
Schnitzer
D., Pohle, T.,
Knees, P., and Widmer, G. (2007).
One-Touch
Access to Music on Mobile Devices. In Proceedings
of the 6th International Conference on Mobile and Ubiquitous Multimedia
(MUM 2007), Oulu, Finland.
Pohle, T. and
Schnitzer, D. (2007).
Striving
for an Improved Audio Similarity Measure. 4th Annual
Music Information Retrieval eXchange
(MIREX'07), In Proceedings of the 8th International
Conference on Music
Information Retrieval (ISMIR 2007), Vienna, Austria.
Grachten, M. and
Widmer, G. (2007).
Towards
Phrase Structure Reconstruction from Expressive Performance Data.
In Proceedings of the
International Conference on Music Communication Science (ICOMCS),
Sydney, Australia.
Madlmayr, G.,
Dillinger, O.,
Langer, J., Schaffer, Ch., Kantner, Ch., and Scharinger J. (2007).
The
Benefit of using SIM application toolkit in the context of Near Field
Communication applications for mobile applications. In Proceedings of the 6th
International Conference on Mobile
Business (ICMB 2007), Toronto, Canada.
Widmer,
G., Dixon, S.,
Knees, P., Pampalk, E.,
and Pohle, T. (2007).
From Sound to
"Sense" via Feature
Extraction and Machine Learning:
Deriving High-level Descriptors for Characterising Music. In
P. Polotti and D. Rocchesso (eds.),
Sound to Sense:Sense to Sound: A State-of-the-Art in
Sound and Music Computing.
Logos Verlag.
Goebl,
W., Dixon, S., De
Poli, G., Friberg, A.,
Bresin, R., and
Widmer, G. (2007).
"Sense" in
Expressive
Music Performance:
Data Acquisition, Computational Studies, and Models.
In P. Polotti and D. Rocchesso (eds.),
Sound to Sense:Sense to Sound: A State-of-the-Art in
Sound and Music Computing.
Logos Verlag.
Schedl, M., Knees, P.,
Widmer, G.,
Seyerlehner, K., and Pohle, T. (2007).
Browsing the Web
Using Stacked Three-Dimensional Sunbursts to Visualize Term
Co-Occurrences and Multimedia Content. In Proceedings of the IEEE
Visualization 2007 Conference (Vis'07), Sacramento,
California, USA.
Madsen,
S.T. and Widmer,
G. (2007).
Key Finding
with Interval Profiles.
In Proceedings of the International Computer Music
Conference (ICMC 2007), Copenhagen, Denmark.
Schedl,
M., Widmer, G.,
Pohle, T., and Seyerlehner, K.,(2007).
Web-based
Detection
of Music Band Members and Line-Up.
In Proceedings of the 8th International Conference on Music
Information Retrieval (ISMIR 2007), Vienna, Austria.
Seyerlehner,
K., Widmer,
G. and
Schnitzer, D. (2007).
From
Rhythm Patterns to Perceived Tempo.
In Proceedings of the 8th International Conference on Music
Information Retrieval (ISMIR 2007), Vienna, Austria.
Geleijnse,
G., Schedl,
M., and
Knees, P. (2007).
The
Quest for Ground Truth in Musical Artist
Tagging in the Social Web Era. In Proceedings
of the 8th International Conference on Music Information Retrieval
(ISMIR'07), Vienna, Austria.
Knees, P.
(2007).
Search
& Select - Intuitively Retrieving Music from Large Collections.
In Proceedings
of the 8th International Conference on Music Information
Retrieval (ISMIR'07), Vienna,
Austria.
Pohle, T., Knees,
P., Schedl, M., and Widmer, G. (2007).
Meaningfully
Browsing
Music Services. In Proceedings
of the 8th International Conference on Music Information Retrieval
(ISMIR'07), Vienna, Austria.
Seyerlehner,
K., Widmer,
G., Pohle, T., and Schedl, M. (2007).
Automatic
Music Detection in Television Productions.
In Proceedings of the International Conference on Digital
Audio Effects (DAFx 07) , Bordeaux, France.
Knees,
P. and Widmer, G.
(2007).
Searching
for
Music using Natural Language Queries and Relevance Feedback.
In Proceedings of the 5th Workshop
on Adaptive Multimedia
Retrieval (AMR'07), Paris, France.
Schedl,
M. and Widmer,
G.
(2007).
Automatically
Detecting Members and Instrumentation of Music Bands via Web Content
Mining. In Proceedings of the 5th Workshop on
Adaptive Multimedia Retrieval (AMR'07), Paris, France.
Scharinger,
J. (2007).
A Systems
Theoretic Approach to the Design of Scalable
Cryptographic Hash Functions.
In Proceedings of the 11th International
Conference on
Computer Aided Systems Theory (EuroCast 2007), Lecture Notes in
Computer Science,
Springer Verlag, 2007, Gran Canaria, Spain
Knees,
P., Pohle, T.,
Schedl, M., and Widmer, G. (2007).
A Music Search
Engine Built upon Audio-based
and Web-based Similarity Measures.
In Proceedings of the
30th Annual International ACM
SIGIR Conference
on Research and Development
in Information Retrieval (SIGIR'07),
Amsterdam, the Netherlands.
Pohle,
T., Knees, P.,
Schedl, M.,
and Widmer, G. (2007).
Building an
Interactive Next-Generation Artist Recommender Based on
Automatically Derived High-Level Concepts. In
Proceedings of the 5th International Workshop on Content Based
Multimedia Indexing (CBMI 2007), Bordeaux, France
Schedl,
M., Knees, P.,
Seyerlehner, K., and Pohle, T. (2007).
The CoMIRVA Toolkit for Visualizing Music-Related Data. In
Proceedings of the 9th Eurographics/IEEE VGTC Symposium on
Visualization (EuroVis'07), Norrköping, Sweden.
Gouyon,
F., Dixon, S.,
and Widmer,
G.
(2007).
Evaluating
Low-level Features for Beat Classification and Tracking.
In Proceedings of the 32nd International Conference on
Acoustics, Speech,
and Signal Processing (ICASSP 2007), Honolulu, Hawaii.
Madsen,
S. T. and
Widmer,
G. (2007).
A
Complexity-based Approach to Melody Track Identification in MIDI
Files.
In Proceedings of the International Workshop on Artificial
Intelligence, 20th International Joint Conference on
Artificial Intelligence (IJCAI 2007),
Hyderabad, India.
Madsen,
S. T. and
Widmer,
G. (2007).
Towards a
Computational Model of Melody Identification in
Polyphonic Music.
In Proceedings of the 20th International Joint Conference on
Artificial Intelligence (IJCAI 2007), Hyderabad, India.
Widmer,
G. (Ed.) (2006).
Special
Issue on Machine Learning in Music.
Machine Learning 65 (2-3), Dec. 2006.
Tobudic,
A. and Widmer,
G.
(2006).
Relational
IBL in Classical Music.
Machine Learning 64:5-24.
Seewald,
A.K., Holzbaur,
C., and Widmer, G. (2006).
Evaluation
of Term Utility Functions for Very Short Multi-Document
Summaries.
Applied Artificial Intelligence 20(1),
57-77.
Madsen,
S.T. and Widmer,
G. (2006).
Exploring
Pianist
Performance Styles with Evolutionary String Matching.
International Journal of Artificial Intelligence Tools,
15(4), 495-514.
Gouyon,
F., Widmer, G.,
Serra, X., and Flexer, A. (2006).
Acoustic
Cues to Beat Induction: A Machine Learning Perspective.
Music Perception 24(2), 177-187.
Knees,
P., Pohle, T.,
Schedl, M.,
and Widmer, G. (2006).
Automatically
Describing Music on a Map.
In Proceedings of the 1st Workshop on Learning the
Semantics
of Audio Signals (LSAS 2006), 1st International Conference
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Combining
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An Innovative
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In Proceedings of the ACM Multimedia 2006,
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Goebl,
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Unobstrusive
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In Proceedings of the 9th International Conference
on Music
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Madsen,
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Music
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In Proceedings of the 9th International Conference
on Music
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Schedl,
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Towards
Automatic Retrieval
of Album Covers.
In Proceedings of the 28th European Conference on
Information
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Trajano
de Lima, E.
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Extracting Patterns
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Heritage Exploitation
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Stamatatos,
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Widmer, G. (2005).
Automatic
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Artificial Intelligence 165(1), 37-56.
Schedl,
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Widmer,
G. (2005).
Studying
a Creative Act with Computers: Music Performance Studies with
Automated Discovery Methods.
Musicae Scientiae IX(1), 11-30.
Knees,
P., Pampalk, E.,
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G. (2005).
Automatic
Classification of
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ÖGAI Journal 24/1, 16-25.
Widmer,
G. (2005).
Musikalisch
intelligente Computer: Anwendungen in der klassischen und
populären Musik.
Informatik Spektrum 28(5), 363-368.
Gstrein,
E., Kleedorfer,
F., Mayer R., Schmotzer,
C., Widmer G., Holle O., and Miksch S. (2005).
Adaptive
Personalization: A
Multi-Dimensional Approach to Boosting a Large Scale Mobile Music
Portal.
In Fifth Open Workshop on MUSICNETWORK: Integration of Music
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P., Bello, J.,
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SIMAC: Semantic
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2nd European Workshop on the Integration of Knowledge, Semantic and
Digital Media Technologies (EWIMT 2005), London, U.K.
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Extracting
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Proceedings of the 10th Brazilian Symposium on Computer Music
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2005), Belo Horizonte, Brazil.
Schedl, M., Knees, P., and
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Using CoMIRVA for
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In
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Hidden Markov Models
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Pohle, T., Pampalk, E., and
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Generating
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Knees, P. and Schedl, M.,
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Multiple Lyrics
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Dixon, S. and Widmer, G. (2005).
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Why Computers Need to Learn About Music (Abstract). In Proceedings
of the 15th International Conference on Inductive Logic Programming
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The "Air Worm": An
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of the 9th European Conference on Research and Advanced Technology for
Digital Libraries (ECDL 2005), Vienna, Austria.
Gouyon, F. and Widmer, G.
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Acoustic
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of 10th Rhythm Perception and Production Workshop, Bilzen,
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Evaluation of
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Klempous, R.,
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Paz Suarez Araujo, C. (2005)
Decision support system
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An Excellent
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of the 10th International Conference on Computer Aided Systems Theory
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European Workshop on Evolutionary Music and Art (EvoMUSART'2005),
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Like the Great
Pianists. In Prodeedings of the 19th
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Edinburgh, Scotland.
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Computational
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Art. Journal of New Music Research 33(3), 203-216.
Pohle, T. (2010)
Automatic Characterization of Music for Intuitive Retrieval,
Dissertation.
Haas, M. (2010)
Sichere Peer-To-Peer Zahlungen mit Smartcards und NFC-fähigen
Geräten,
Masterarbeit.
Madlmayr, G. (2009)
Eine mobile Service Architektur für ein sicheres NFC
Ökosystem, Dissertation.
Marchl, F. (2009)
Semiautomatische Personenerkennung mit Hilfe von Ohrevermessung, Diplomarbeit.
Lehner, Ch. (2009)
Semiautomatisches System zur Profildetektion und biometrischen
Identifikation durch Vermessen der Ohren, Masterarbeit.
Malcher, W. (2009)
Signieren, Verifizierung und Testen von Daten im NDEF Datenformat, Masterarbeit.
Gassner, V. (2009)
Performancemessung und Evaluierung kryptographischer Algorithmen auf
Java Cards, Masterarbeit.
Studierach, B. (2009).
Automatische KFZ-Kennzeichenerkennung mit Methoden der digitalen
Bildverarbeitung, Masterarbeit.
Sonnleitner, E. (2009).
Strong interface-independent authentication enforcement through
commidity storage devices under GNU/Linux, Diplomarbeit.
Schedl, M. (2008).
Automatically
Extracting, Analyzing, and Visualizing Information on Music Artists
from the World Wide Web, Doktorarbeit.
Meixner, W. (2008).
Entwicklung und Realisierung von Verfahren zur automatischen
Kennzeichenerkennung, Masterarbeit.
Rieß, K. (2008).
Der digitale Poststempel und seine Anwendung in der elektronischen
Zustellung, Masterarbeit.
Guttenbrunner, M. (2008).
Entwicklung und Evaluierung eines neuartigen Verfahrens für
den
Vergleich von Iriscodes, Diplomarbeit.
Jordan, M. (2008).
Analysing and Visualising the Similarity of Web Radio Stations, Masterarbeit.
Arzt, A. (2008).
Score
Following with Dynamic Time Warping.
An Automatic Page-Turner, Masterarbeit.
Montuoro, A. (2007).
Development of a Hand Geometry based Biometric System using PCA of Hand
Images, Diplomarbeit.
Mair, D. (2007).
Entwicklung eines graphischen Editors für die Bearbeitung der
Interpretation von Musikstücken, Masterarbeit.
Dornauer, J. (2007).
Bildkompression zur effizienten Datenübertragung durch Micro
Unmanned
Aerial Vehicles, Masterarbeit.
Hiesl, A. (2007).
Personenerkennung anhand von Ohrbildern durch den Einsatz der Principal
Components Analysis, Diplomarbeit.
Schöppl, Ch. (2007).
Waveletbasierte Komprimierung von Stereobildern, Magisterarbeit.
Niedermayer, B. (2007).
Automatische
Erkennung von Cover-Versionen und
Plagiaten in moderner Pop- und Rockmusik, Magisterarbeit.
Gratzl, M. (2007).
Applicaion Trust. Softwaregestützte Sicherung
unternehmensinterner
Kommunikation, Diplomarbeit.
Haiböck, C. (2007).
Sichere Datenübertragung bei Micro Unmanned Aerial Vehicles, Magisterarbeit.
Brezoianu, C. (2007).
Kommunikationssicherheit - Entwicklung eines Sicherungssystems mit
verschlüsselter Kommunikation und Versionierung, Magisterarbeit.
Garn, B. (2007).
Einsatzmöglichkeiten des Trusted Platform Modules im Produkt
SafeGuard
Enterprise zur Erhöhung der Sicherheit im Unternehmen, Magisterarbeit.
Ramp, R. (2007).
Vorverarbeitungsstrategien für die biometrische
Gesichtserkennung, Masterarbeit.
Cupak, B. (2007).
Entwicklung und Implementierung eines multiresoluten
Gesichtverifikationssystems, Magisterarbeit.
Kalchmair, F. (2007).
Die Technologie der Smartcards mit einem Anwendungsbeispiel aus dem
Bereich Verschlüsselung, Diplomarbeit.
Kothmeier, A. (2006).
Automatic
Audio and Lyrics Alignment, Diplomarbeit.
Seyerlehner, K. (2006).
Inhaltsbasierte
Ähnlichkeitsmetriken zur Navigation in Musiksammlungen,
Diplomarbeit.
Baumgartner,
A. (2006).
Farbbasierte Objekterkennung,
Magisterarbeit.
Eidenberger, R. (2006).
Methods for Pallet Entry and Track Control of an Autonomous Forklift
Robot, Diplomarbeit.
Pampalk, E. (2006).
Computational
Models of Music Similarity and their Application in Music Information
Retrieval, Dissertation.
Kumar, M. (2006).
Enhancing RST Robustness of Watermarking schemes by using DFT Domain
Makers, Magisterarbeit.
Wieser, V. (2006).
Automatische Berechnung kanonischer Gesichtsbilder,
Diplomarbeit.
Grabner, G. (2006).
Methoden zur Vorverarbeitung von Ohrbildern für den Einsatz in
PCA-basierten Personenerkennungssystemen, Magisterarbeit.
Hönig, F. (2006).
Computational Aesthetics and Visual Preference - An Experimental
Approach, Magisterarbeit.
Wintersteiger, Ch. (2006).
Crane: Eine kryptanalyse-Umgebung, Diplomarbeit.
Bachleitner, Ch. (2006).
Entwicklung und Implementierung eines neuen Systems zur Iris-basierten
Personenidentifikation, Diplomarbeit.
Zeilinger, Ch. (2005).
Distribution of PCA Face Coefficients in the Feature Space at an
Increasing Number of Persons and Eigenfaces, Diplomarbeit.
Pohle, T. (2005).
Extraction
of
Audio Descriptors and Their Evaluation in Music Classification Task,
Diplomarbeit.
Bamberger, R. (2005).
Ohr-basierte biometrische Identifikation mittels principal Components
Analysis, Diplomarbeit.
Holzlechner, Ch. (2005).
Steganographische Methoden zur Einbettung geheimer Informationen in
digitalen Bildern, Diplomarbeit.
Knees, P. (2005).
Automatische
Klassifikation von
Musikkünstlern basierend auf
Web-Daten, Diplomarbeit.
Gasser, M. (2005).
Interactive
Visualization of
Expressive Piano
Performance, Magisterarbeit.
Schmidl, M. (2005).
Personenidentifikation
mittels Principal Component Analysis von Irisbildern,
Diplomarbeit.