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 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)
Schedl, M. (2012).
#nowplaying Madonna: A Large-Scale Evaluation on Estimating
Similarities Between Music Artists and Between Movies from Microblogs. Information Retrieval, 2012.
(accepted)
Ionescu, B., Seyerlehner, K.,
Rasche, Ch., Vertan, C., and Lambert, P. (2012).
Content-based
Video Description for Automatic Video Genre Categorization.
In Proceedings of the
18th International Conference on MultiMedia Modelling (MMM2012),
Klagenfurt, Austria
Schedl., M.
Web- and Community-based Music Information Extraction. In Tao Li,
Mitsunori Ogihara, George Tzanetakis (eds.) Music Data Mining.
CRC Press/Chapmann Hall, (2011)
Schedl, M., Pohle, T., Knees, P.
and
Widmer, G.
Exploring the Music Similarity Space on the Web. ACM Transactions on Information
Systems,
volume 29, number 3, article 14, 2011
Schedl, M., Widmer, G., Knees, P.
and
Pohle, T.
A Music Information System Automatically Generated via Web Content
Mining Techniques. Information
Processing & Management,
volume 47, pp. 426-439, 2011
Ortner, R., Aloise, F., Prueckl, R.,
Schettini,F., Putz, V., Bruckner, M., Holzner, C., Scharinger, J. and
Guger, C.(2011).
Accuracy of a P300 Speller for Different Conditions. In
Clinical EEG and Neuroscience, pp. 214-218, 2011.
Schnitzer, D., Flexer, A. and
Widmer, G. (2011).
A Fast Audio Similarity Retrieval Method for Millions of Music Tracks. Multimedia Tools and
Applications
(in press).
Niedermayer, B., Böck, S.,
and Widmer, G. (2011).
On
the Importance of "Real" Audio Data for MIR Algorithm Evaluation at the
Note-Leve - A comparative Study.
In Proceedings of the
12th International Society for Music Information Retrieval Conference
(ISMIR 2011),
Miami, Florida, USA.
Schedl,
M., Knees, P. and Boeck, S. (2011).
Investigating
the Similarity Space of Music Artists on the Micro-Blogosphere.
In
Proceedings of the
12th International Society for Music Information Retrieval Conference
(ISMIR 2011),
Miami, Florida, USA.
Orio, N., Rizo, D., Miotto, R.,
Montecchio, N., Schedl, M., and Lartillot, O. (2011).
MusiCLEF: A
Benchmark Activity in Multimodal Music Information Retrieval.
In
Proceedings of the
12th International Society for Music Information Retrieval Conference
(ISMIR 2011),
Miami, Florida, USA.
Flossmann, S., and Widmer, G.
(2011).
Toward a
Multilevel Model of Expressive Piano Performance.
In Proceedings of the
International Symposium on Performance Science (ISPS 2011),
Toronto, Canada.
Flossmann, S., and Widmer, G.
(2011).
Toward
a
Model of Performance Errors: A qualitative Review of
Magaloff´s Chopin.
In Proceedings of the
International Symposium on Performance Science (ISPS 2011),
Toronto, Canada.
Grachten, M. and Widmer, G. (2011).
A Method to
Determine the Contribution of Annotated Performance Directives in Music
Performances.
In Proceedings of the
International Symposium on Performance Science (ISPS 2011),
Toronto, Canada.
Grachten, M. and Widmer G.
(2011).
Explaining
Expressive Dynamics As a Mixture of Basis Functions.
In Proceedings of the
Eighth Sound and Music Computing Conference (SMC 2011),
Padua, Italy.
Schnitzer, D., Flexer, A., Schedl,
M.and Widmer, G. (2011).
Using
Mutual Proximity to Improve Content-Based Audio Similarity
.
In
Proceedings of the
12th International Society for Music Information Retrieval Conference
(ISMIR 2011),
Miami, Florida.
Cantador, I., Cortizo, J. C.,
Carrero, F. M., Troyano, J. A., Rosso, P., and Schedl, M. (2011).
Overview of
the Third International Workshop on Search and Mining User-generated
Contents.
In
20th ACM
International Conference on Information and Knowledge Management (CIKM
2011),
Glasgow, Scotland.
Knees, P. (2011).
An Approach to Automatic Music Band Member Detection Based on
Supervised Learning.
In Proceedings of the
9th International Workshop on Multimedia Retrieval (AMR 2011),
Barcelona, Spain.
Schedl, M. and Knees, P. (2011).
Personalization
in Multimodal Music Retrieval.
In Proceedings of the
9th International Workshop on Multimedia Retrieval (AMR 2011),
Barcelona, Spain.
Schedl, M. (2011).
Analyzing the Potential of Microblogs for Spatio-Temporal Popularity
Estimation of Music Artists.
In Proceedings of the
IJCAI 2011: International Workshop on Social Web Mining,
Barcelona, Spain.
Boeck, S. and Schedl, M. (2011).
Enhanced Beat
Tracking with Context-Aware Neural Networks.
In Proceedings of the
14th International Conference on Digital Audio Effects (DAFx 2001),
Paris, France.
Schedl, M., Hoeglinger, C. and
Knees, P. (2011).
Large-Scale
Music Exploration in Hierarchically Organized Landscapes Using
Prototypicality Information.
In Proceedings of the
ACM International Conference on Multimedia Retrieval (ICMR 2001),
Trento, Italy.
Knees, P. and Schedl, M. (2011).
Towards Semantic Music Information Extraction from the Web Using Rule
Patterns and Supervised Learning.
In 2nd International
Workshop on Music Recommendation and Discovery (WOMRAD 2011) in
conjunction with the 5th ACM Conference on Recommender Systems (RecSys
2011), Chicago, IL, USA.,
Niedermayer, B., Widmer, G., and C.
Reuter (2011).
Version
Detection for Historical Musical Automata.
In Proceedings of the
8th Sound and Music Computing Conference (SMC 2011),
Padova, Italy.
Holzapfel, A., Flexer, A. and
Widmer, G. (2011).
Improving
Tempo-Sensitive and Tempo-Robust Descriptors for Rhythmic Similarity.
In Proceedings of the
8th Sound and Music Computing Conference (SMC 2011),
Padova, Italy.
Frostel, H. Arzt, A. and Widmer, G.
(2011).
The Vowel Worm:
Real-Time Mapping and Visualisation of Sung Vowels in Music.
In Proceedings of the
8th Sound and Music Computing Conference (SMC 2011),
Padova, Italy.
Schedl, M., Pohle, T., Knees, P.,
and Widmer, G. (2011).
Exploring the Music Similarity Space on the Web.
ACM Transactions on
Information Systems, accepted in January 2011.
Flossmann, S., Grachten, M. and
Widmer, G. (2011).
Expressive
Performance with Bayesian Networks and Linear Basis Models.
Extended abstract, Rencon
Workshop 2011: Musical Performance Rendering competition for Computer
Systems.
Ritter, A., Grachten, M. and Widmer,
G. (2011).
Macht Musizieren Gesund? Zur Herzrate und Dessen Variabilität
Während Mozarts Klavierkonzert Nr. 14. In
27. Jahrestagung der
Deutschen Gesellschaft für Musikpsychologie),
Kovács, Z.,
Román, A., Vatai, G., Ittzés, A., Grachten, M.
and
Czermak, P. (2011).
Experimental and Numerical Investigations on Whey Desalination With
Nanofiltration. In
Proceedings of the 26th
Symposium on Recent Developments in Dairy Technology.
University of Novi Sad, Novi Sad, Serbia, pp 26-32.
Eibensteiner, F., Kogler, J.
Sulzbachner, C. and Scharinger, J. (2011).
Stereo-Vision Algorithm Based on Bio-Inspired Silicon Retinas for
Implementation
in Hardware. In Proceedings of the 13th
International
Conference on
Computer Aided Systems Theory (EuroCast 2011).
Las Palmas, Gran Canaria, Spain.
Roland, M., Langer, J. and
Scharinger, J. (2011).
Security Vulnerabilities of the NDEF Signature Record Type. In
Proceedings of the 3rd
International
Workshop on
Near Field Communication (NFC 2011).
Hagenberg, Austria.
Ortner, R., Prueckl, R., Putz, V.,
Scharinger, J., Bruckner, M., Schnuerer, A. and Guger, C.(2011).
Accuracy of a P300 Speller for Different Conditions: A Comparison.
In
Proceedings of the 5th International
Brain-Computer Interface Conference.
Graz, Austria.
Prueckl, R., Taub, A.H., Herreros,
I., Hogri, R., Magal, A., Bramford, S.A., Giovannucci, A., Almog, R.O.,
Shacham-Diamand, Y., Verschure, P.F.M.J., Mintz, M., Scharinger, J.,
Silmon, A. and Guger, C.(2011).
Behavioral Rehabilitation of the Eye Closure Reflex in Senescent Rats
Using a Real-Time Biosignal Acquisition System.
In
33rd Annual International IEEE EMBS Conference.
Boston, USA.
Prueckl, R., Gruenbacher, E.,
Ortner, R., Taub, A.H., Hogri, R., Magal, A., Segalis, E., Zreik, M.,
Nossenson, N. Herreros, I., Giovannucci, A., Almog, R.O., Bramford S.,
Marcus-Kalish, M.,
Shacham-Diamand, Y., Verschure, P.F.M.J., Messer, H., Mintz, M.,
Scharinger, J.,
Silmon, A. and Guger, C.(2011).
The Application of a Real-Time Rapid-Prototyping Environment for the
Behavioral Rehabilitation of a Lost Brain Function in Rats.
In
IEEE Symposium on Computational Intelligence, Cognitive Algorithms,
Mind, and Brain (CCMB 2011).
Paris, France.
Flexer, A. and Schintzer, D. (2010).
Effects of Album and Artist Filters in Audio Similarity Computed for
Very Large Music Databases. Computer
Music Journal, Volume 34, Number 3, pp. 20-28,
Madlmayr, G., Kantner, Ch.,
Scharinger, J. and Schaumüller-Bichl, I. (2010).
Eine mobile Service-Architektur für ein sicheres
NFC-Ökosystem. In e
+ i Elektrotechnik und Informationstechnik, Vol 127, No. 5, 1-8
(2010)
Madlmayr, G. and Scharinger, J.
(2010).
Neue Dimensionen von
mobilen Tourismusanwendungen durch Near Field Communication
Technologie.
In Roman Egger und Mario Jooss (Eds.) mTourism
- Mobile Dienste im
Tourismus
, 75-88, Gabler Verlag.
Flossmann, S., Goebl, W., Grachten,
M., Niedermayer, B. and Widmer, G. (2010).
The Magaloff
Project: An Interim Report. Journal
of New Music Research,
39 (4), 363-377
Goebl, W., Flossmann, S., and
Widmer,
G. (2010).
Investigations into between-hand synchronization in
Magaloff’s Chopin. Computer
Music Journal (in press)
Eidenberger, R. and
Scharinger, J. (2010).
Active
Perception and Scene Modeling by Planning with Probabilistic 6D Object
Poses.
In Proceedings of the
IEEE/RSJ International Conference on Intelligent Robots and Systems,
Taipei,Taiwan
Arzt, A. and
Widmer, G. (2010).
Towards
Effective 'Any-Time' Music Tracking.
In Proceedings of the
Starting AI Researchers' Symposium (STAIRS 2010),
Lisbon,Portugal
Flexer, A., Gasser, M. and
Schnitzer, D. (2010).
Limitations
of Interactive Music Recommendation Based on Audio Content.
In Proceedings of Audio
Mostly 2010,
Pitea, Sweden
Arzt, A. and
Widmer, G. (2010).
Robust
Real-time Music Tracking.
In Proceedings of the
2nd Vienna Talk on Musical Acoustics (VITA 2010),
Vienna, Austria
Arzt, A. and Widmer,
G.(2010).
Simple Tempo
Models for Real-time Music Tracking.
In Proceedings of the
7th
Sound and Music Computing Conference (SMC 2010),
Barcelona, Spain
Niedermayer, B. and Widmer, G.
(2010).
Strategies
towards the Automatic Annotation of Classical Piano Music.
In Proceedings of the
7th
Sound and Music Computing Conference (SMC 2010),
Barcelona, Spain
Seyerlehner, K., Widmer, G., Schedl,
M. and Knees, P. (2010).
Automatic Music Tag Classification based on Block-Level Features.
In Proceedings of the
7th
Sound and Music Computing Conference (SMC 2010),
Barcelona, Spain
Seyerlehner, K., Widmer, G., and
Knees, P. (2010).
A
Comparison of Human, Automatic and Collaborative Music Genre
Classification and User Centric Evaluation of Genre Classification
Systems.
In Proceedings of the
8th International Workshop on Multimedia Retrieval (AMR 2010),
Linz, Austria
Seyerlehner, K., Schedl, M., Pohle,
T. and Knees, P. (2010).
Using Block-Level Features for Genre Classifiction, Tag Classification
and Music Similarity Estimation.
In online Proceedings
of the
6th Annual Music Information Retrieval Evaluation eXchange (MIREX 2010),
Utrecht, Netherlands
Seyerlehner, K., Widmer, G. and
Pohle, T. (2010).
Fusing Block-Level Features for Music Similarity Estimation.
In Proceedings of the
13th Int. Conference on Digital Audio Effects (DAFx-10),
Graz, Austria
Pohle, T., Knees, P., Seyerlehner,
K. and Widmer, G. (2010).
A High-Level Audio Feature for Music Retrieval and Sorting.
In Proceedings of the
13th Int. Conference on Digital Audio Effects (DAFx-10),
Graz, Austria
Molina, M., Grachten, M. and Widmer,
G. (2010).
Evidence for Pianist-specific Rubato Style in Chopin Nocturnes.
In Proceedings of the
11th International Society for Music Information Retrieval Conference
(ISMIR 2010),
Utrecht,
The Netherlands.
Niedermayer, B. and Widmer, G.
(2010).
A
Multi-Pass Algorithm for Accurate Audio-to-Score Alignment.
In Proceedings of the
11th International Society for Music Information Retrieval Conference
(ISMIR 2010),
Utrecht,
The Netherlands.
Flossmann, S. Goebl, W. and Widmer,
G.(2010).
The
Magaloff Corpus: An Empirical Error Study.
In Proceedings of the
11th International Conference on Music Perception and Cognition (ICMPC),
Seattle, WA, USA
Schedl, M., Pohle, T., Koenigstein,
N. and Knees, P. (2010).
What's Hot?
Estimating Country-Specific Artist Popularity.
In Proceedings of the
11th International Society for Music Information Retrieval
Conference (ISMIR 2010),
Utrecht, Netherlands
Schedl, M. (2010).
On the Use of
Microblogging Posts for Similarity Estimation and Artist Labeling.
In Proceedings of the
11th International Society for Music Information Retrieval
Conference (ISMIR 2010),
Utrecht, Netherlands.
Knees, P., Schedl, M.,
Pohle, T.,
Seyerlehner, K., and Widmer, G. (2010).
Supervised and Unsupervised Web Document Filtering Techniques to
Improve Text-Based Music Retrieval.
In Proceedings of the
11th International Society for Music Information Retrieval
Conference (ISMIR 2010),
Utrecht, Netherlands.
Schnitzer, D., Flexer, A., Widmer,
G., Gasser, M. (2010).
Islands of
Gaussians: The Self Organizing Map and Gaussian Music
Similarity Features.
In Proceedings of the
11th International Society for Music Information Retrieval
Conference (ISMIR 2010),
Utrecht, Netherlands.
Flexer, A., Schnitzer, D., Gasser,
M., Pohle, T. (2010).
Combining
Features Reduces Hubness in Audio Similarity.
In Proceedings of the
11th International Society for Music Information Retrieval
Conference (ISMIR 2010),
Utrecht, Netherlands.
Schedl, M., Schiketanz, C. and
Seyerlehner, K. (2010).
Country of Origin Determination via Web
Mining Techniques.
In Proceedings
of the IEEE International Conference on Multimedia and Expo
(ICME 2010): 2nd International Workshop on Advances in Music
Information Research (AdMIRe 2010), Singapore.
Schedl, M., Seyerlehner, K.,
Schnitzer, D., Widmer, G., and
Schiketanz, C. (2010).
Three Web-based
Heuristics to Determine a Person's or Institution's Country of Origin.
In Proceedings
of the 33th Annual International ACM SIGIR Conference on
Research and Development in Information Retrieval (SIGIR 2010),
Geneva,
Switzerland.
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.,
Grachten, M. and Widmer, G.
(2009).
The
Kinematic Rubato Model as a Means of Studying Final Ritards Across
Pieces and Pianists.
In Proceedings of the
6th Sound and Music Computing Conference. (SMC 2009),
Porto, Portugal
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.
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
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(FLAIRS'05), Clearwater Beach, Florida. AAAI Press.
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Tobudic, A. and Widmer, G.
(2005)
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Like the Great
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Edinburgh, Scotland.
Widmer, G. and Goebl, W.
(2004).
Computational
Models of Expressive Music Performance: The State of the
Art. Journal of New Music Research 33(3), 203-216.
Thumfart, St. (2012)
Genetic Texture Symthesis,
Dissertation.
Aufreiter, M. (2011)
Web-based Information Visualization,
Masterarbeit.
Friedl, B. (2011)
Instrument Identification,
Masterarbeit.
Hackl, R. (2011)
Real Guitar Hero - Online Score Verification within a Computer Game,
Masterarbeit.
Korzeniowski, F. (2011)
Real-time Capable Singer Tracking Using Pitch and Lyrics Information,
Masterarbeit.
Lehner, B. (2011)
Real Guitar Hero,
Masterarbeit.
Steiger, T. (2011)
Anwendungen von Shamirs Schwellenwertschema,
Masterarbeit.
Svoboda, Th. (2011)
Implementierung eines RST invarianten Watermarkingverfahrens,
Masterarbeit.
Seyerlehner, K. (2011).
Content-Based
Music Recommender Systems:
Beyond simple Frame-Level Audio Similarity, Dissertation
Received Award of Excellence 2011 by the Austrian
Federal Ministry of Science and Research (BMWF).
Knees, P. (2010).
Text-Based
Description of Music for
Indexing, Retrieval, and Browsing, Dissertation.
Lenger, M. (2010)
Automatic Chord Recognition from Audio Recordings,
Masterarbeit.
Hoeglinger, C. (2010)
Extending nepTune with Hierarchical Clustering,
Masterarbeit.
Gaengler, T. (2010)
Semantic Federation of Musical and Music Related Information for
Establishing a Personal Music Knowledge Base,
Masterarbeit.
Moreau, A. (2010)
Automatic Generation of Solo Guitar Arrangments from Lead Sheets,
Masterarbeit (TU WIEN).
Junker, Ch. (2010)
Iriserkennung mittels GPGPU-Technologie,
Masterarbeit.
Eidenberger, R. (2010)
Probabilistic Active Perception Planning for Autonomous Robots in
Everyday Environments,
Dissertation.
Ortner, F. (2010)
Securing XML Messages in Constrained Environments,
Diplomarbeit.
Prückl, R. (2010)
A Brain-Computer Interface (BCI) based on Steady-State Visual Evoked
Potentials (SSVEP) for Controlling the Movement of a Robot,
Masterarbeit.
Mitterhuber, A. (2010)
Lokalisierung und Identifizierung von österreichischen
Kraftfahrzeugkennzeichen mit Methoden der digitalen Bildverarbeitung,
Diplomarbeit.
Krenmair, A. (2010)
Musikspezifische Informationsextraktion aus Webdokumenten,
Masterarbeit.
Haas, M. (2010)
Sichere Peer-To-Peer Zahlungen mit Smartcards und NFC-fähigen
Geräten,
Masterarbeit.
Pohle, T. (2009)
Automatic
Characterization of Music for Intuitive Retrieval,
Dissertation.
Frostel, H. (2009)
Real-time Fundamental Frequency Estimation of the Human Voice,
Masterarbeit.
Thrainer, T. (2009)
Berechnung von MFCC-basierten Musikähnlichkeiten auf Embedded
Devices,
Masterarbeit.
Madlmayr, G. (2009)
Eine mobile Service Architektur für ein sicheres
NFC-Ökosystem,
Dissertation.
Marchl, F.
(2009)
Semiautomatische Personenerkennung mit Hilfe von Ohrenvermessung, Diplomarbeit.
Vogl, R.
(2009)
Estimating Percieved Tempo of Music Audio Files, Masterarbeit.
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, Dissertation.
Meixner, W. (2008).
Entwicklung und Realisierung von Verfahren zur automatischen
Kennzeichenerkennung, Masterarbeit.
Kleedorfer, F. (2008)
Automatic Topic Detection in Song Lyrics,
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.
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.