Chair of Human-Machine Communication

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  • 2006

    Multimodal integration for meeting group action segmentation and recognition

    Al-Hames, M., Dielmann, A., Gatica-Perez, D., Reiter, S., Renais, S., Rigoll, G. & Zhang, P., 2006, Machine Learning for Multimodal Interaction - Second International Workshop, MLMI 2005, Revised Selected Papers. p. 52-63 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3869 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    9 Scopus citations

  • Multi-person tracking in meetings: A comparative study

    Smith, K., Schreiber, S., Potúcek, I., Beran, V., Rigoll, G. & Gatica-Perez, D., 2006, Machine Learning for Multimodal Interaction - Third International Workshop, MLMI 2006, Revised Selected Papers. p. 88-101 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4299 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Musical signal type discrimination based on large open feature sets

    Schuller, B., Wallhoff, F., Arsić, D. & Rigoll, G., 2006, 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings. p. 1089-1092 4 p. 4036793. (2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Recognition of interest in human conversational speech

    Schuller, B., Köhler, N., Müller, R. & Rigoll, G., 2006, INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP. International Speech Communication Association, p. 793-796 4 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    22 Scopus citations

  • Reduced complexity and scaling for asynchronous HMMS in a bimodal input fusion application

    Al-Hames, M. & Rigoll, G., 2006, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. p. V757-V760 1661386. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Segmentation and recognition of meeting events using a two-layered HMM and a combined MLP-HMM approach

    Reiter, S., Schuller, B. & Rigoll, G., 2006, 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings. p. 953-956 4 p. 4036759. (2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Submotions for hidden Markov model based dynamic facial action recognition

    Arsić, D., Schenk, J., Schuller, B., Wallhoff, F. & Rigoll, G., 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 673-676 4 p. 4106619. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Timing levels in segment-based speech emotion recognition

    Schuller, B. & Rigoll, G., 2006, INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP. International Speech Communication Association, p. 1818-1821 4 p. (INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    77 Scopus citations

  • Using audio, visual, and lexical features in a multi-modal virtual meeting director

    Al-Hames, M., Hörnler, B., Scheuermann, C. & Rigoll, G., 2006, Machine Learning for Multimodal Interaction - Third International Workshop, MLMI 2006, Revised Selected Papers. p. 63-74 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4299 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2005

    A multi-modal graphical model for robust recognition of group actions in meetings from disturbed videos

    Al-Hames, M. & Rigoll, G., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. p. 421-424 4 p. 1530418. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • A multi-modal mixed-state dynamic Bayesian network for robust meeting event recognition from disturbed data

    Al-Hames, M. & Rigoll, G., 2005, IEEE International Conference on Multimedia and Expo, ICME 2005. p. 45-48 4 p. 1521356. (IEEE International Conference on Multimedia and Expo, ICME 2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations

  • A neural-field-like approach for modeling human group actions in meetings

    Reiter, S. & Rigoll, G., 2005, IEEE International Conference on Multimedia and Expo, ICME 2005. p. 37-40 4 p. 1521354. (IEEE International Conference on Multimedia and Expo, ICME 2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Bayesian network based multi stream fusion for automated online video surveillance

    Arsić, D., Wallhoff, F., Sdvuller, B. & Rigoll, G., 2005, EUROCON 2005 - The International Conference on Computer as a Tool. IEEE Computer Society, p. 995-998 4 p. 1630115. (EUROCON 2005 - The International Conference on Computer as a Tool; vol. II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Bimodal fusion of emotional data in an automotive environment

    Hoch, S., Althoff, F., McGlaun, G. & Rigoll, G., 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Institute of Electrical and Electronics Engineers Inc., p. 1085-1088 4 p. 1415597. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    70 Scopus citations

  • Bioanalog acoustic emotion recognition by genetic feature generation based on low-level-descriptors

    Schuller, B., Arsić, D., Wallhoff, F., Lang, M. & Rigoll, G., 2005, EUROCON 2005 - The International Conference on Computer as a Tool. IEEE Computer Society, p. 1292-1295 4 p. 1630194. (EUROCON 2005 - The International Conference on Computer as a Tool; vol. II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • Evaluating the potential of head-up displays for a multimodal interaction concept in the automotive environment

    Ablassmeier, M., McGlaun, G. & Rigoll, G., 2005, WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings. p. 238-241 4 p. (WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings; vol. 10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Feature selection and stacking for robust discrimination of speech, monophonic singing, and polyphonic music

    Schuller, B., Schmitt, B. J. B., Arsić, D., Reiter, S., Lang, M. & Rigoll, G., 2005, IEEE International Conference on Multimedia and Expo, ICME 2005. p. 840-843 4 p. 1521554. (IEEE International Conference on Multimedia and Expo, ICME 2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    15 Scopus citations

  • Hybrid profile recognition on the MUGSHOT database

    Wallhoff, F., Arsić, D., Schuller, B., Rigol, G., Stadermann, J. & Störmer, A., 2005, EUROCON 2005 - The International Conference on Computer as a Tool. IEEE Computer Society, p. 1405-1408 4 p. 1630224. (EUROCON 2005 - The International Conference on Computer as a Tool; vol. II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Meta-classifiers in acoustic and linguistic feature fusion-based affect recognition

    Schuller, B., Villar, R. J., Rigoll, G. & Lang, M., 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Institute of Electrical and Electronics Engineers Inc., p. 325-328 4 p. 1415116. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. I).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    45 Scopus citations

  • Multimodal meeting analysis by segmentation and classification of meeting events based on a higher level semantic approach

    Reiter, S., Schreiber, S. & Rigoll, G., 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. p. II161-II164 1415366. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • Speaker independent speech emotion recognition by ensemble classification

    Schuller, B., Reiter, S., Muller, R., Al-Hames, M., Lang, M. & Rigoll, G., 2005, IEEE International Conference on Multimedia and Expo, ICME 2005. p. 864-867 4 p. 1521560. (IEEE International Conference on Multimedia and Expo, ICME 2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    134 Scopus citations

  • Two-stage speaker adaptation of hybrid tied-posterior acoustic models

    Stadermann, J. & Rigoll, G., 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Institute of Electrical and Electronics Engineers Inc., p. 977-980 4 p. 1415279. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. I).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    33 Scopus citations

  • Video based online behavior detection using probabilistic multi stream fusion

    Arsić, D., Wallhoff, F., Schuller, B. & Rigoll, G., 2005, IEEE International Conference on Multimedia and Expo, ICME 2005. p. 1354-1357 4 p. 1521681. (IEEE International Conference on Multimedia and Expo, ICME 2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Video based online behavior detection using probabilistic multi stream fusion

    Arsić, D., Wallhoff, F., Schuller, B. & Rigoll, G., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. IEEE Computer Society, p. 603-606 4 p. 1530128. (Proceedings - International Conference on Image Processing, ICIP; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations
  • 2004

    Action segmentation and recognition in meeting room scenarios

    Wallhoff, F., Zabl, M. & Rigoll, G., 2004, 2004 International Conference on Image Processing, ICIP 2004. p. 2223-2226 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations

  • Applying Bayesian belief networks in approximate string matching for robust keyword-based retrieval

    Schuller, B., Müller, R., Rigoll, G. & Lang, M., 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME). p. 1999-2002 4 p. (2004 IEEE International Conference on Multimedia and Expo (ICME); vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Discrimination of speech and monophonic singing in continuous audio streams applying multi-layer support vector machines

    Schuller, B., Rigoll, G. & Lang, M., 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME). p. 1655-1658 4 p. (2004 IEEE International Conference on Multimedia and Expo (ICME); vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Emotion recognition in the manual interaction with graphical user interfaces

    Schuller, B., Rigoll, G. & Lang, M., 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME). p. 1215-1218 4 p. (2004 IEEE International Conference on Multimedia and Expo (ICME); vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Evaluating multimodal interaction patterns in various application scenarios

    Althoff, F., McGlaun, G., Lang, M. & Rigoll, G., 2004, Gesture-Based Communication in Human-Computer Interaction. Camurri, A. & Volpe, G. (eds.). Springer Verlag, p. 421-435 15 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 2915).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Face tracking in meeting room scenarios using omnidirectional views

    Wallhoff, F., Zobl, M., Rigoll, G. & Potucek, I., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 933-936 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    26 Scopus citations

  • Gesture components for natural interaction with in-car devices

    Zobl, M., Nieschulz, R., Geiger, M., Lang, M. & Rigoll, G., 2004, Gesture-Based Communication in Human-Computer Interaction. Camurri, A. & Volpe, G. (eds.). Springer Verlag, p. 448-459 12 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 2915).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    22 Scopus citations

  • Multimodal music retrieval for large databases

    Schuller, B., Rigoll, G. & Lang, M., 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME). p. 755-758 4 p. (2004 IEEE International Conference on Multimedia and Expo (ICME); vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Recognition of partly occluded person actions in meeting scenarios

    Zobl, M., Laika, A., Wallhoff, F. & Rigoll, G., 2004, 2004 International Conference on Image Processing, ICIP 2004. p. 333-336 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Robust video-based recognition of dynamic head gestures in various domains - comparing a rule-based and a stochastic approach

    McGlaun, G., Althoff, F., Lang, M. & Rigoll, G., 2004, Gesture-Based Communication in Human-Computer Interaction. Camurri, A. & Volpe, G. (eds.). Springer Verlag, p. 180-197 18 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 2915).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Segmentation and classification of meeting events using multiple classifier fusion and dynamic programming

    Reiter, S. & Rigoll, G., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 434-437 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    22 Scopus citations

  • Spoken document classification with SVMs using linguistic unit weighting and probabilistic couplers

    Lurgel, U. & Rigoll, G., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 667-670 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2003

    A hybrid music retrieval system using belief networks to integrate multimodal queries and contextual knowledge

    Schuller, B., Zobl, M., Rigoll, G. & Lang, M., 2003, Proceedings - 2003 International Conference on Multimedia and Expo, ICME. IEEE Computer Society, p. 57-60 4 p. 1220853. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • Comparing NN paradigms in hybrid NN/HMM speech recognition using tied posteriors

    Stadermann, J. & Rigoll, G., 2003, 2003 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2003. Institute of Electrical and Electronics Engineers Inc., p. 89-93 5 p. 1318409. (2003 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2003).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Confidence measures for an address reading system

    Brakensiek, A., Rottland, J. & Rigoll, G., 2003, Proceedings - 7th International Conference on Document Analysis and Recognition, ICDAR 2003. IEEE Computer Society, p. 294-298 5 p. 1227676. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 2003-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    18 Scopus citations

  • Hidden Markov model-based speech emotion recognition

    Schuller, B., Rigoll, G. & Lang, M., 2003, Proceedings - 2003 International Conference on Multimedia and Expo, ICME. IEEE Computer Society, p. I401-I404 1220939. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    271 Scopus citations

  • HMM-based music retrieval using stereophonic feature information and framelength adaptation

    Schuller, B., Rigoll, G. & Lang, M., 2003, Proceedings - 2003 International Conference on Multimedia and Expo, ICME. IEEE Computer Society, p. II713-II716 1221716. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations
  • 2002

    Automatic topic identification in multimedia broadcast data

    Werner, S., Iurgel, U., Kosmala, A. & Rigoll, G., 2002, Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002. Institute of Electrical and Electronics Engineers Inc., p. 41-44 4 p. 1035713. (Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Combination of multiple classifiers for handwritten word recognition

    Wang, W., Brakensiek, A. & Rigoll, G., 2002, Proceedings - 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002. p. 117-122 6 p. 1030896. (Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Scopus citations

  • Evaluation of confidence measures for on-line handwriting recognition

    Brakensiek, A., Kosmala, A. & Rigoll, G., 2002, Pattern Recognition - 24th DAGM Symposium, Proceedings. Van Gool, L., Van Gool, L. & Van Gool, L. (eds.). Springer Verlag, p. 507-514 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2449 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Handwritten address recognition with open vocabulary using character n-grams

    Brakensiek, A., Rottland, J. & Rigoll, G., 2002, Proceedings - 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR 2002. p. 357-362 6 p. 1030936. (Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Scopus citations

  • Multimodal emotion recognition in audiovisual communication

    Schuller, B., Lang, M. & Rigoll, G., 2002, Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002. Institute of Electrical and Electronics Engineers Inc., p. 745-748 4 p. 1035889. (Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    38 Scopus citations