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AuthorTitleYearJournal/ProceedingsReftypeDOI/URL
Iakovidou, C., Anagnostopoulos, N., Lux, M., Christodoulou, K., Boutalis, Y.S. and Chatzichristofis, S.A. Composite Description Based on Salient Contours and Color Information for CBIR Tasks 2019 IEEE Transactions on Image Processing
Vol. 28(6), pp. 3115-3129 
article  
Ionescu, B., Müller, H., Péteri, R., Dang-Nguyen, D.-T., Piras, L., Riegler, M., Tran, M.-T., Lux, M., Gurrin, C., Cid, Y.D. and others ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications 2019 European Conference on Information Retrieval, pp. 301-308  inproceedings  
Lux, M. and Bertini, M. Open source column: deep learning with Keras 2019 ACM SIGMultimedia Records
Vol. 10(4), pp. 7 
article  
Lux, M., Halvorsen, P., Dang-Nguyen, D.-T., Stensland, H., Kesavulu, M., Potthast, M. and Riegler, M. Summarizing E-sports matches and tournaments: the example of counter-strike: global offensive 2019 Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, pp. 13-18  inproceedings  
Moll, P., Leibetseder, A., Kletz, S., Lux, M. and Muenzer, B. Alternative inputs for games and AR/VR applications: deep headbanging on the web 2019 Proceedings of the 10th ACM Multimedia Systems Conference, pp. 320-323  inproceedings  
Dang-Nguyen, D.-T., Piras, L., Riegler, M., Zhou, L., Lux, M. and Gurrin, C. Overview of ImageCLEFlifelog 2018: Daily Living Understanding and Lifelog Moment Retrieval. 2018 CLEF (Working Notes)  inproceedings  
Elmenreich, W., Moll, P., Theuermann, S. and Lux, M. Making computer science results reproducible-A case study using Gradle and Docker 2018 PeerJ PrePrints - to appear in PeerJ
Vol. 6, pp. e27082v1 
article  
Hicks, S.A., Pogorelov, K., de Lange, T., Lux, M., Jeppsson, M., Randel, K.R., Eskeland, S., Halvorsen, P. and Riegler, M. Comprehensible reasoning and automated reporting of medical examinations based on deep learning analysis 2018 Proceedings of the 9th ACM Multimedia Systems Conference, pp. 490-493  inproceedings  
Hicks, S.A., Eskeland, S., Lux, M., de Lange, T., Randel, K.R., Jeppsson, M., Pogorelov, K., Halvorsen, P. and Riegler, M. Mimir: an automatic reporting and reasoning system for deep learning based analysis in the medical domain 2018 Proceedings of the 9th ACM Multimedia Systems Conference, pp. 369-374  inproceedings  
Ionescu, B., Müller, H., Villegas, M., de Herrera, A.G.S., Eickhoff, C., Andrearczyk, V., Cid, Y.D., Liauchuk, V., Kovalev, V., Hasan, S.A. and others Overview of ImageCLEF 2018: Challenges, datasets and evaluation 2018 International Conference of the Cross-Language Evaluation Forum for European Languages, pp. 309-334  inproceedings  
Lux, M., Riegler, M., Dang-Nguyen, D.-T., Larson, M., Potthast, M. and Halvorsen, P. GameStory Task at MediaEval 2018. 2018 MediaEval  inproceedings  
Lux, M. and Brown, J.N. Playing Captain Kirk: Designing a Video Game Based on Star Trek 2018 Set Phasers to Teach!, pp. 125-135  incollection  
Lux, M., Riegler, M., Dang-Nguyen, D.-T., Larson, M., Potthast, M. and Halvorsen, P. Team ORG@ GameStory Task 2018. 2018 MediaEval  inproceedings  
Moll, P., Lux, M., Theuermann, S. and Hellwagner, H. A network traffic and player movement model to improve networking for competitive online games 2018 2018 16th Annual Workshop on Network and Systems Support for Games (NetGames), pp. 1-6  inproceedings  
Nag, N., Lux, M. and Jain, R.C. Intrinsic and Extrinsic Motivation Modeling Essential for Multi-Modal Health Recommender Systems 2018 arXiv preprint arXiv:1808.06467  article  
Pogorelov, K., Riegler, M., Halvorsen, P., Hicks, S.A., Randel, K.R., Dang-Nguyen, D.-T., Lux, M., Ostroukhova, O. and de Lange, T. Medico Multimedia Task at MediaEval 2018. 2018 Proceedings of the MediaEval 2018 Multimedia Benchmark Workshop  inproceedings  
Pogorelov, K., Albisser, Z., Ostroukhova, O., Lux, M., Johansen, D., Halvorsen, P. and Riegler, M. Opensea: open search based classification tool 2018 Proceedings of the 9th ACM Multimedia Systems Conference, pp. 363-368  inproceedings  
Steiner, M., Lux, M. and Halvorsen, P. The 2018 Medico Multimedia Task Submission of Team NOAT Using Neural Network Features and Search-based Classification. 2018 MediaEval  inproceedings  
Vedaldi, A., Lux, M. and Bertini, M. MatConvNet: CNNs are also for MATLAB users 2018 ACM SIGMultimedia Records
Vol. 10(1), pp. 9 
article  
Wang, M., Tian, Q., Saddik, A.E., Lux, M. and Tie, Y. Multimedia analysis with collective intelligence 2018   misc  
Zhou, L., Piras, L., Riegler, M., Lux, M., Dang-Nguyen, D.-T. and Gurrin, C. An Interactive Lifelog Retrieval System for Activities of Daily Living Understanding. 2018 CLEF (Working Notes)  inproceedings  
Lagger, C., Lux, M. and Marques, O. What makes people watch online videos: An exploratory study 2017 Computers in Entertainment (CIE)
Vol. 15(2), pp. 6 
article  
Lux, M., Riegler, M., Halvorsen, P. and MacStravic, G. LireSolr: A Visual Information Retrieval Server 2017 Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, pp. 466-469  inproceedings  
Petscharnig, S., Lux, M. and Chatzichristofis, S. Dimensionality reduction for image features using deep learning and autoencoders 2017 Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, pp. 23  inproceedings  
Petscharnig, S., Schöffmann, K. and Lux, M. An Inception-like CNN Architecture for GI Disease and Anatomical Landmark Classification 2017   article  
Pogorelov, K., Riegler, M., Halvorsen, P., Griwodz, C., de Lange, T., Randel, K., Eskeland, S., Nguyen, D., Tien, D., Ostroukhova, O. and others A comparison of deep learning with global features for gastrointestinal disease detection 2017 Proceedings of the MediaEval 2017 Multimedia Benchmark Workshop  inproceedings  
Pogorelov, K., Randel, K.R., Griwodz, C., Eskeland, S.L., de Lange, T., Johansen, D., Spampinato, C., Dang-Nguyen, D.-T., Lux, M., Schmidt, P.T. and others Kvasir: A multi-class image dataset for computer aided gastrointestinal disease detection 2017 Proceedings of the 8th ACM on Multimedia Systems Conference, pp. 164-169  inproceedings  
Pogorelov, K., Randel, K.R., de Lange, T., Eskeland, S.L., Griwodz, C., Johansen, D., Spampinato, C., Taschwer, M., Lux, M., Schmidt, P.T. and others Nerthus: A bowel preparation quality video dataset 2017 Proceedings of the 8th ACM on Multimedia Systems Conference, pp. 170-174  inproceedings  
Riegler, M., Pogorelov, K., Halvorsen, P., Griwodz, C., Lange, T., Randel, K., Eskeland, S., Nguyen, D., Tien, D., Lux, M. and others Multimedia for medicine: the medico Task at mediaEval 2017 2017 Proceedings of the MediaEval 2017 Multimedia Benchmark Workshop  inproceedings  
Anagnostopoulos, N., Iakovidou, C., Chatzichristofis, S.A., Boutalis, Y.S. and Lux, M. Localized global descriptors for image retrieval: An extensive evaluation on adaptations to the SIMPLE model 2016 Imaging Systems and Techniques (IST), 2016 IEEE International Conference on, pp. 312-317  inproceedings  
de Oliveira Barra, G., Lux, M. and Giro-i-Nieto, X. Large scale content-based video retrieval with LIvRE 2016 Content-Based Multimedia Indexing (CBMI), 2016 14th International Workshop on, pp. 1-4  inproceedings  
Leibetseder, A. and Lux, M. Gamifying fitness or fitnessifying games: a comparative study 2016 Proceedings of the Third International Workshop on Gamification for Information Retrieval co-located with 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Pisa, Italy, pp. 37-44  inproceedings  
Lux, M., Riegler, M., Halvorsen, P., Pogorelov, K. and Anagnostopoulos, N. LIRE: open source visual information retrieval 2016 Proceedings of the 7th International Conference on Multimedia Systems, pp. 30  inproceedings  
Lux, M., Anagnostopoulos, N. and Iakovidou, C. Spatial pyramids for boosting global features in content based image retrieval 2016 Content-Based Multimedia Indexing (CBMI), 2016 14th International Workshop on, pp. 1-4  inproceedings  
Riegler, M., Pogorelov, K., Markussen, J., Lux, M., Stensland, H.K., de Lange, T., Griwodz, C., Halvorsen, P., Johansen, D., Schmidt, P.T. and others Computer aided disease detection system for gastrointestinal examinations 2016 Proceedings of the 7th International Conference on Multimedia Systems, pp. 29  inproceedings  
Riegler, M., Pogorelov, K., Lux, M., Halvorsen, P., Griwodz, C., de Lange, T. and Eskeland, S.L. Explorative hyperbolic-tree-based clustering tool for unsupervised knowledge discovery 2016 Content-Based Multimedia Indexing (CBMI), 2016 14th International Workshop on, pp. 1-4  inproceedings  
Riegler, M., Lux, M., Gridwodz, C., Spampinato, C., de Lange, T., Eskeland, S.L., Pogorelov, K., Tavanapong, W., Schmidt, P.T., Gurrin, C. and others Multimedia and Medicine: Teammates for Better Disease Detection and Survival 2016 Proceedings of the 2016 ACM on Multimedia Conference, pp. 968-977  inproceedings  
Riegler, M., Larson, M., Spampinato, C., Halvorsen, P., Lux, M., Markussen, J., Pogorelov, K., Griwodz, C. and Stensland, H. Right inflight?: a dataset for exploring the automatic prediction of movies suitable for a watching situation 2016 Proceedings of the 7th International Conference on Multimedia Systems, pp. 45  inproceedings  
Schoeffmann, K., Beecks, C., Lux, M., Uysal, M.S. and Seidl, T. Content-based retrieval in videos from laparoscopic surgery 2016 SPIE Medical Imaging, pp. 97861V-97861V  inproceedings  
Sgouroglou, P., Abdel Aziz, T.M. and Lux, M. Context of Experience -- MediaEval submission of ITEC / AAU 2016 Working Notes Proceedings of the MediaEval 2016 Workshop  inproceedings URL 
Beecks, C., Schoeffmann, K., Lux, M., Uysal, M.S. and Seidl, T. Endoscopic Video Retrieval: A Signature-based Approach for Linking Endoscopic Images with Video Segments 2015   book  
Roldan-Carlos, J., Lux, M., Giró-i-Nieto, X., Muñoz, P. and Anagnostopoulos, N. Event video retrieval using global and local descriptors in visual domain 2015 Content-Based Multimedia Indexing (CBMI), 2015 13th International Workshop on, pp. 1-4  inproceedings  
Roldan-Carlos, J., Lux, M., Giró-i-Nieto, X., Muñoz, P. and Anagnostopoulos, N. Visual information retrieval in endoscopic video archives 2015 Content-Based Multimedia Indexing (CBMI), 2015 13th International Workshop on, pp. 1-6  inproceedings URL 
Guggenberger, M., Lux, M. and Böszörmenyi, L. An analysis of time drift in hand-held recording devices 2015 MultiMedia Modeling, pp. 203-213  incollection  
Guggenberger, M., Lux, M. and Böszörmenyi, L. A Synchronization Ground Truth for the Jiku Mobile Video Dataset 2015 MultiMedia Modeling, pp. 87-98  incollection  
Hudelist, M.A., Schöffmann, K., Ahlström, D. and Lux, M. How many, what and why? Visual media statistics on smartphones and tablets 2015 Multimedia & Expo Workshops (ICMEW), 2015 IEEE International Conference on, pp. 1-6  inproceedings  
Iakovidou, C., Anagnostopoulos, N., Kapoutsis, A., Boutalis, Y.S., Lux, M. and Chatzichristofis, S.A. Localizing global descriptors for content-based image retrieval 2015 EURASIP Journal on Advances in Signal Processing
Vol. 2015(1), pp. 1-20 
article  
Riegler, M., Eg, R., Calvet, L., Lux, M., Halvorsen, P. and Griwodz, C. Playing Around the Eye Tracker-A Serious Game Based Dataset. 2015 GamifIR@ ECIR, pp. 34-40  inproceedings  
Becchi, G., Bertini, M., Cioni, L., Del Bimbo, A., Ferracani, A., Pezzatini, D. and Lux, M. Loki+ Lire: a framework to create web-based multimedia search engines 2014 Proceedings of the ACM International Conference on Multimedia, pp. 691-694  inproceedings  
Chatzichristofis, S.A., Bampis, L., Marques, O., Lux, M. and Boutalis, Y.S. Image Encryption Using the Recursive Attributes of the eXclusive-OR Filter 2014 Journal of Cellular Automata
Vol. 9 
article  
Guggenberger, M., Lux, M. and Böszörmenyi, L. Clockdrift: A mobile application for measuring drift in multimedia devices 2014 Proceedings of the ACM International Conference on Multimedia, pp. 767-768  inproceedings  
Guggenberger, M., Riegler, M., Lux, M. and Halvorsen, P. Event understanding in endoscopic surgery videos 2014 Proceedings of the 1st ACM International Workshop on Human Centered Event Understanding from Multimedia, pp. 17-22  inproceedings  
Perez-Lara, C., Lux, M. and Mejia-Lavalle, M. Towards Improving Content-Based Image Retrieval Systems by means of Text Detection 2014 Mechatronics, Electronics and Automotive Engineering (ICMEAE), 2014 International Conference on, pp. 50-53  inproceedings  
Lux, M. and Macstravic, G. The LIRE Request Handler: A Solr Plug-In for Large Scale Content Based Image Retrieval 2014 MultiMedia Modeling, pp. 374-377  incollection  
Lux, M., Guggenberger, M. and Riegler, M. PictureSort: gamification of image ranking 2014 Proceedings of the First International Workshop on Gamification for Information Retrieval, pp. 57-60  inproceedings  
Lux, M., Xhura, D. and Kopper, A. User Intentions in Digital Photo Production: A Test Data Set 2014 MultiMedia Modeling, pp. 172-182  incollection  
Redi, J.A. and Lux, M. CrowdMM14-2014 International ACM Workshop on Crowdsourcing for Multimedia 2014 Proceedings of the ACM International Conference on Multimedia, pp. 1247-1248  inproceedings  
Riegler, M., Lux, M., Charvillat, V., Carlier, A., Vliegendhart, R. and Larson, M. VideoJot: A Multifunctional Video Annotation Tool 2014 Proceedings of International Conference on Multimedia Retrieval (ICMR 2014), pp. 534  inproceedings  
Riegler, M., Eg, R., Lux, M. and Schicho, M. Mobile Picture Guess: A Crowdsourced Serious Game for Simulating Human Perception 2014 Proceedings of the 3rd International Workshop on Social Media in Crowdsourcing and Human Computation (SoHuman)  inproceedings  
Riegler, M., Lux, M., Zellot, C., Knoch, L., Schnattler, H., Napetschnig, S., Kogler, J., Degendorfer, C., Spot, N. and Zoderer, M. Gone: an interactive experience for two people 2014 Proceedings of the ACM International Conference on Multimedia, pp. 701-704  inproceedings  
Riegler, M., Larson, M., Lux, M. and Kofler, C. How'How'Reflects What's What: Content-based Exploitation of How Users Frame Social Images 2014 Proceedings of the ACM International Conference on Multimedia, pp. 397-406  inproceedings  
Lux, M. LIRE: Open Source Image Retrieval in Java 2013 Proceedings of the 21st ACM International Conference on Multimedia, pp. 843-846  inproceedings DOI URL 
Lux, M. and Marques, O. Visual Information Retrieval using Java and LIRE 2013 Synthesis Lectures on Information Concepts, Retrieval, and Services
Vol. 5(1), pp. 1-112 
book DOI URL 
Lux, M. and Riegler, M. Annotation of Endoscopic Videos on Mobile Devices: A Bottom-Up Approach 2013 Proceedings of the ACM Multimedia Systems conference (MMSYS 2013)  inproceedings  
Marques, O., Snyder, J. and Lux, M. How Well Do You Know Tom Hanks? Using a Game to Learn About Face Recognition 2013 CHI'13 Extended Abstracts on Human Factors in Computing Systems  inproceedings  
Riegler, M., Lux, M. and Kofler, C. Frame the Crowd: Global Visual Features Labeling boosted with Crowdsourcing Information 2013 Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop  inproceedings  
Chatzichristofis, S.A., Marques, O., Lux, M. and Boutalis, Y.S. Image Encryption Using the Recursive Attributes of the eXclusive-OR Filter on Cellular Automata 2012 International Conference on Cellular AutomataInternational Conference on Cellular Automata, pp. 340-350  inproceedings  
del Fabro, M., Lux, M., Schöffmann, K. and Taschwer, M. ITEC-UNIKLU Known-Item Search Submission 2012 2012 TRECVID 2012 Participant Notebook Papers  inproceedings  
Guggenberger, M., Lux, M. and Boszormenyi, L. AudioAlign-Synchronization of A/V-Streams Based on Audio Data 2012 Multimedia (ISM), 2012 IEEE International Symposium on, pp. 382-383  inproceedings  
Kogler, M. and Lux, M. Robust image retrieval using bag of visual words with fuzzy codebooks and fuzzy assignment 2012 Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, pp. 34:1-34:4  inproceedings DOI URL 
Lagger, C., Lux, M. and Marques, O. An Adaptive Video Retrieval System Based On Recent Studies On User Intentions While Watching Videos Online 2012 ACM Computers in Entertainment (online)  article URL 
Lux, M., Müller, A. and Guggenberger, M. Finding Image Regions with Human Computation and Games with a Purpose 2012 Proceedings of the AIDE 2012  inproceedings URL 
Lux, M., Taschwer, M. and Marques, O. A closer look at photographers' intentions: a test dataset 2012 Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia, pp. 17-18  inproceedings DOI URL 
Lux, M., Taschwer, M. and Marques, O. Classification of photos based on good feelings: ACM MM 2012 multimedia grand challenge submission 2012 Proceedings of the 20th ACM International Conference on Multimedia (ACM MM 2012), pp. 1367-1368  inproceedings DOI URL 
Lux, M. and Huber, J. Why did you record this video? An exploratory study on user intentions for video production 2012 Image Analysis for Multimedia Interactive Services (WIAMIS), 2012 13th International Workshop on, pp. 1-4  inproceedings  
Marques, O. and Lux, M. Visual information retrieval using Java and LIRE 2012 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, pp. 1193-1193  inproceedings DOI URL 
Müller, A., Lux, M. and Böszörmenyi, L. The video summary GWAP: summarization of videos based on a social game 2012 Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, pp. 15:1-15:7  inproceedings DOI URL 
Böszörmenyi, L., del Fabro, M., Kogler, M., Lux, M., Marques, O. and Sobe, A. Innovative directions in self-organized distributed multimedia systems 2011 Multimedia Tools and Applications (MTAP)
Vol. 51(2), pp. 1-29 
article URL 
Esterle, L. and Lux, M. Indexing Digital Images Based on Overlap 2011 Multimedia and Ubiquitous Engineering (MUE), 2011 5th FTRA International Conference on, pp. 134 -137  inproceedings DOI  
Kogler, M., Lux, M. and Marques, O. Adaptive visual information retrieval by changing visual vocabulary sizes in context of user intentions 2011 Multimedia on the Web (MMWeb), 2011 Workshop on, pp. 40-42  inproceedings  
Kogler, M. and Lux, M. Pursuing the holy grail by interrelating user intentions and bag of visual words to perform retrieval adaptation 2011 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access, pp. 3-8  inproceedings DOI URL 
Lagger, C., Lux, M. and Marques, O. Which Video Do You Want to Watch Now? Development of a Prototypical Intention-based Interface for Video Retrieval 2011 Multimedia on the Web (MMWeb), 2011 Workshop on, pp. 45-48  inproceedings  
Lux, M. How to search in MPEG-7 based semantic descriptions: an evaluation of metrics 2011 Multimedia Tools and Applications (MTAP)  article  
Lux, M. Content based image retrieval with LIRE 2011 Proceedings of the 19th ACM international conference on Multimedia, pp. 735-738  inproceedings  
Lux, M. LIRE -- A Java Library for Content Based Image Retrieval 2011 SIGMultimedia Records
Vol. 3(4), pp. 1-3 
article URL 
Chatzchristofis, S.A., Boutalis, Y.S. and Lux, M. SPCD -- Spatial Color Distribution Descriptor -- A fuzzy rule based compact composite descriptor appropriate for hand drawn color sketches retrieval 2010 2nd International Conference on Agents and Artificial Intelligence (ICAART) 2010  inproceedings  
Kogler, M. and Lux, M. Bag of visual words revisited: an exploratory study on robust image retrieval exploiting fuzzy codebooks 2010 Proceedings of the Tenth International Workshop on Multimedia Data Mining, pp. 3:1-3:6  inproceedings DOI URL 
Lux, M., Kofler, C. and Marques, O. A Classification Scheme for User Intentions in Image Search 2010 Proceedings of the ACM CHI 2010  inproceedings  
Lux, M., Pitman, A. and Marques, O. Callisto: Tag Recommendations by Image Content 2010 Workshop on Interoperable Social Multimedia Applications  inproceedings  
Lux, M., Böszörmenyi, L. and Müller, A. A Social Approach to Image Re-targeting Based on an Interactive Game 2010
Vol. 6389HCI in Work and Learning, Life and Leisure, pp. 465-470 
inproceedings URL 
Lux, M., Kogler, M. and del Fabro, M. Why did you take this photo: a study on user intentions in digital photo productions 2010 Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access, pp. 41-44  inproceedings DOI URL 
Lux, M., Pitman, A. and Marques, O. Can Global Visual Features Improve Tag Recommendation for Image Annotation? 2010 Future Internet
Vol. 3, pp. 341-362 
article  
Lux, M., Schöffmann, K., del Fabro, M., Kogler, M. and Taschwer, M. ITEC-UNIKLU Known-Item Search Submission 2010 TRECVID 2010 Participant Notebook Papers  inproceedings URL 
Meyer, H.-W., Lux, S.F., Gallasch, T., Wedi, A., Baither, D., Oberdorfer, C., Placke, T., Lux, M., Schmitze, G. and Winter, M. Computational Methods for the Characterization of Aqueous Processed Cellulose-Based LiFePO4/C Composite Electrodes 2010 ECS Meeting Abstract of the 218th Electrochemical Society Meeting  inproceedings  
Shyu, M., Cao, Y., Kong, J., Li, M., Lux, M. and Bao, J. Introduction to the special issue on ``data semantics for multimedia systems'' 2010 Multimedia Tools and Applications (MTAP)
Vol. 46(2), pp. 147-154 
article  
Chatzichristofis, S.A., Boutalis, Y.S. and Lux, M. Selection of the proper compact composite descriptor for improving content based image retrieval 2009 The Sixth IASTED International Conference on Signal Processing, Pattern Recognition and Applications SPPRA 2009  inproceedings  
Chatzichristofis, S.A., Boutalis, Y.S. and Lux, M. Img(Rummager): An Interactive Content Based Image Retrieval System 2009 Similarity Search and Applications, International Workshop on, pp. 151-153  inproceedings DOI  
Kofler, C. and Lux, M. Dynamic presentation adaptation based on user intent classification 2009 Proceedings of the ACM International Conference on Multimedia (ACM MM 2009)  inproceedings  
Kofler, C. and Lux, M. An exploratory study on the explicitness of user intentions in digital photo retrieval 2009 Proceedings of th International Conference on Knowledge Management (I-KNOW 09)  inproceedings  
Kogler, M., del Fabro, M., Lux, M., Schöffmann, K. and Böszörmenyi, L. Global vs. Local Feature in Video Summarization: Experimental Results 2009 Proceedings of the 10th International Workshop of the Multimedia Metadata Community on Semantic Multimedia Database Technologies (SeMuDaTe'09)  inproceedings URL 
Lux, M. An evaluation of metrics for retrieval of MPEG-7 semantic descriptions 2009 Proceedings of the ISM 09  inproceedings  
Lux, M. Caliph & Emir: MPEG-7 photo annotation and retrieval 2009 Proceedings of the 17th ACM International Conference on Multimedia (ACM MM)  inproceedings  
Lux, M., Marques, O., Schöffmann, K., Böszörmenyi, L. and Lajtai, G. A novel tool for summarization of arthroscopic videos 2009 Multimedia Tools and Applications (MTAP)  article DOI URL 
Lux, M., Schöffmann, K., Marques, O. and Böszörmenyi, L. A novel tool for quick video summarization using keyframe extraction techniques 2009
Vol. 441Proceedings of the 9th Workshop on Multimedia Metadata (WMM 2009). CEUR Workshop Proceedings, pp. 19-20 
inproceedings  
Schöffmann, K., Lux, M. and Böszörmenyi, L. A Novel Approach for Fast and Accurate Commercial Detection in H.264/AVC Bit Streams Based on Logo Identification 2009 Proceedings of the 15th Multimedia Modeling Conference, MMM 09  inproceedings  
Schöffmann, K., Lux, M., Taschwer, M. and Boeszoermenyi, L. Visualization of video motion in context of video browsing 2009 Multimedia and Expo, 2009. ICME 2009. IEEE International Conference on, pp. 658-661  inproceedings  
Bailer, W., Brunie, L., Doeller, M., Granitzer, M., Klamma, R., Kosch, H., Lux, M. and Spaniol, M. Encyclopedia of Multimedia 2nd edition 2008 Encyclopedia of Multimedia 2nd Edt., pp. 568-575  inbook  
Workshop on Common Sense Knowledge and Goal-Oriented Interfaces (CSKGOI 08) 2008
Vol. 323 
proceedings URL 
Gordon, A.S., Havasi, C., Lux, M. and Strohmaier, M. Common sense knowledge and goal-oriented interfaces 2008 IUI '08: Proceedings of the 13th international conference on Intelligent user interfaces, pp. 440-440  inproceedings DOI  
Multimedia Semantics. The Role of Metadata 2008 , pp. 260  book  
Lux, M. Semantische Metadaten: Ein Modell für den Bereich zwischen Metadaten und Ontologien 2008   book  
Lux, M., Granitzer, G. and Beham, G. Multimedia Semantics -- The Role of Metadata 2008 , pp. 175-194  inbook  
Lux, M. Revisiting the Vector Retrieval Model in Context of the MPEG-7 Semantic Description Scheme 2008 Proccedings of the WIAMIS 2008, pp. 134-138  inproceedings DOI  
Lux, M., Marques, O. and Pitman, A. Using Visual Features to Improve Tag Suggestions in Image Sharing Sites 2008 Proceedings of the I-KNOW 08 and I-MEDIA 08, pp. 425-429  inproceedings  
Lux, M. and Chatzichristofis, S.A. LIRE: lucene image retrieval: an extensible Java CBIR library 2008 Proceedings of the 16th ACM international conference on Multimedia, pp. 1085-1088  inproceedings DOI  
Lux, M. Multimedia Metadata Management and Retrieval: 8th Workshop of the Multimedia Metadata Community 2008 Image Analysis for Multimedia Interactive Services, 2008. WIAMIS '08. Ninth International Workshop on, pp. 117  inproceedings DOI  
Marques, O. and Lux, M. An exploratory study on joint analysis of visual classification in narrow domains and the discriminative power of tags 2008 MS '08: Proceeding of the 2nd ACM workshop on Multimedia semantics, pp. 40-47  inproceedings DOI  
Russ, C. and Lux, M. A Model of Self-Organized Criticality in Emergent Web Systems 2008 Information Systems and e-Business Technologies, 2nd International United Information Systems Conference UNISCON, pp. 496-507  inproceedings  
Spaniol, M., Klamma, R. and Lux, M. Imagesemantics: User-Generated Metadata, Content Based Retrieval & Beyond 2008 Journal of Universal Computer Science (JUCS)
Vol. 14(10)1st International Conference on New Media Technology, pp. 1792-1807 
article URL 
Strohmaier, M., Prettenhofer, P. and Lux, M. Different Degrees of Explicitness in Intentional Artifacts: An Exploratory Study of User Goals in a Search Query Log 2008
Vol. 323Workshop on Common Sense Knowledge and Goal-Oriented Interfaces (CSKGOI 08) 
inproceedings URL 
Lux, M. and Dösinger, G. From Folksonomies to Ontologies: Employing Wisdom of the Crowds to Serve Learning Purposes 2007 International Journal of Knowledge and Learning (IJKL)
Vol. 3(4-5/2007), pp. 515-528 
article  
Lux, M., Granitzer, M. and Kern, R. Aspects of Broad Folksonomies 2007 4th International Workshop on Text Information Retrieval (TIR-07), pp. 283-287  inproceedings URL 
Lux, M., Dösinger, G. and Beham, G. Empirical Studies in Multimedia Retrieval Evaluation 2007 6th Workshop of the Multimedia Metadata Community: The Role of Metadata, pp. 199-217  inproceedings URL 
Lux, M. Die soziale Komponente im World Wide Web 2007 ÖGAI Journal, Österreichische Gesellschaft für Artificial Intelligence
Vol. 1, pp. 14-18 
article URL 
Rollett, H., Lux, M., Strohmaier, M., Dösinger, G. and Tochtermann, K. The Web 2.0 way of learning with technologies 2007 International Journal of Learning Technology (IJLT)
Vol. 3(1), pp. 87-107 
article DOI  
Spaniol, M., Klamma, R. and Lux, M. Imagesemantics: User-Generated Metadata, Content Based Retrieval & Beyond 2007 1st International Conference on New Media Technology  inproceedings URL 
Strohmaier, M., Lux, M., Granitzer, M., Scheir, P., Liaskos, S. and Yu, E. How Do Users Express Goals on the Web? - An Exploration of Intentional Structures in Web Search 2007 Proceedings of the International Workshop on Collaborative Knowledge Management for Web Information Systemsin Proceedings (We.Know 2007)  inproceedings URL 
Strohmaier, M., Lux, M., Granitzer, M., Scheir, P., Liaskos, S. and Yu, E. International Workshop on Collaborative Knowledge Management for Web Information Systems (WEKnow)-How Do Users Express Goals on the Web?--An Exploration of Intentional Structures in Web Search 2007 Lecture Notes in Computer Science
Vol. 4832, pp. 67-78 
article  
Granitzer, M., Neidhart, T. and Lux, M. Learning Term Spaces Based on Visual Feedback 2006 DEXA '06: Proceedings of the 17th International Conference on Database and Expert Systems Applications, pp. 176-180  inproceedings DOI URL 
Granitzer, M., Lux, M. and Kosch, H. 5th Workshop of the Multimedia Metadata Community 2006 I-KNOW '06 6th International Conference on Knowledge Management, pp. 568-569  inproceedings  
Kienreich, W., Granitzer, M. and Lux, M. Geospatial Anchoring of Encyclopedia Articles 2006 IV '06: Proceedings of the conference on Information Visualization, pp. 211-215  inproceedings DOI URL 
Lux, M., Tochtermann, K. and Granitzer, M. Retrieval basierend auf Semantischen Metadaten 2006
Vol. 2Multikonferenz Wirtschaftsinformatik 2006, pp. 45-56 
inproceedings URL 
Lux, M., Meyer zu Eissen, S. and Granitzer, M. Graph Retrieval with the Suffix Tree Model 2006 Proceedings of the ECAI'06 3rd International Workshop on Text-based Information Retrieval (TIR-06), pp. 30-34  inproceedings URL 
Lux, M., Klieber, W. and Granitzer, M. On the Complexity of Annotation with the High Level Metadata 2006 Journal of Universal Knowledge Management (JUKM)
Vol. 1(1), pp. 54-58 
article URL 
Lux, M. Semantische Metadaten - Ein Modell zwischen Metadaten und Ontolgien 2006 School: Technische Universität Graz, AT  phdthesis  
Lux, M., Scheir, P., Granitzer, M. and Lindstaedt, S. Special Track on Advanced Semantic Technologies 2006 I-KNOW '06 6th International Conference on Knowledge Management, pp. 249-251  inproceedings  
Tochtermann, K. and Lux, M. Suchen mithilfe semantischer Metadaten 2006 WISU - Das Wirtschaftsstudium
Vol. 12/06, pp. 1557-1564 
article  
Kienreich, W., Sabol, V., Granitzer, M., Klieber, W., Lux, M. and Sarka, W. A Visual Query Interface for a Very Large Newspaper Article Repository 2005 16th International Workshop on Database and Expert Systems Applications (DEXA'05), pp. 415-419  inproceedings URL 
Kienreich, W., Granitzer, M., Sabol, V., Klieber, W., Lux, M. and Sarka, W. Visual Analysis of Search Results Obtained from Very Large Newspaper Article Repository 2005 ISGI 2005 International Symposium on Generalization of Information  inproceedings  
Lux, M. and Granitzer, M. Retrieval of MPEG-7 based Semantic Descriptions 2005 BTW-Workshop "WebDB Meets IR" in context of the "11. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web", pp. 45-69  inproceedings URL 
Lux, M. and Granitzer, M. A Fast and Simple Path Index Based Retrieval Approach for Graph Based Semantic Descriptions 2005 Proceedings of the Second International Workshop on Text-Based Information Retrieval, pp. 29-44  inproceedings URL 
Lux, M., Granitzer, M., Klieber, W., Hausenblas, M. and Mayer, H. Digital Rights Management for Distributed Multimedia ELearning Content 2005 International Conference on Interactive Computer Aided Learning 2005  inproceedings URL 
Lux, M., Jarke, M. and Kosch, H. MPEG and Multimedia Metadata Community Workshop Results 2005 2005 Journal of Universal Knowledge Management (JUKM)
Vol. 0(1), pp. 1-3 
article URL 
Bailer, W., Mayer, H., Neuschmied, H., Haas, W., Lux, M. and Klieber, W. Content-based video retrieval and summarization using MPEG-7 2004 Proceedings of the Internet Imaging V, pp. 1-12  article  
Lux, M. Magick -- Ein Werkzeug für Cross-Media Clustering und Visualisierung 2004 School: Technische Universität Graz, AT  mastersthesis URL 
Lux, M., Klieber, W. and Granitzer, M. Caliph & Emir: Semantics in Multimedia Retrieval and Annotation 2004 19th International CODATA Conference  inproceedings URL 
Lux, M., Granitzer, M., Kienreich, W., Sabol, V., Klieber, W. and Sarka, W. Cross Media Retrieval in Knowledge Discovery 2004
Vol. 3336Practical Aspects of Knowledge Management, 5th Intl. Conference, PAKM, pp. 343-352 
inproceedings URL 
Mayer, H., Bailer, W., Neuschmied, H., Haas, W., Lux, M. and Klieber, W. Content-based video retrieval and summarization using MPEG-7 2004
Vol. 5304Proceedings of Internet Imaging V, IS&T/SPIE 16th Annual Symposium, Electronic Imaging, pp. 1-12 
inproceedings DOI URL 
Klieber, W., Tochtermann, K., Lux, M., Mayer, H., Neuschmied, H. and Haas, W. IMB -- Ein XML-basiertes Retrievalframework für digitales Audio und Video 2003 Berliner XML Tage, pp. 103-113  inproceedings  
Lux, M., Becker, J. and Krottmaier, H. Semantic Annotation and Retrieval of Digital Photos 2003
Vol. 74Short Papers CAiSE 03 Forum for short contributions at The 15th Conference on Advanced Information Systems Engineering 
inproceedings URL 
Lux, M., Granitzer, M., Sabol, V., Kienreich, W. and Becker, J. Topic Cascades: An Interactive Interface for Exploration of Clustered Web Search Results Based on the SVG Standard 2003 Lecture Notes in Computer Science
Vol. 2773Knowledge-Based Intelligent Information and Engineering Systems: 7th International Conference, KES 2003 Oxford, UK, September 3-5, 2003 Proceedings, pp. 967-974 
inproceedings DOI URL 
Becker, J., Kienreich, W., Sabol, V., Granitzer, M., Lux, M. and Klieber, W. Wissensvisualisierung und Wissensretrieval 2002 Telematik - Zeitschrift des Telematik-Ingenieursverbandes
Vol. 03(03) 
article  
Lux, M., Klieber, W., Becker, J., Tochtermann, K., Mayer, H., Neuschmied, W. and Haas, H. XML and MPEG-7 for Interactive Annotation and Retrieval using Semantic Metadata 2002 Journal of Universal Computer Science (JUCS)
Vol. 8(10), pp. 965-984 
article URL