Julian Stöttinger

Publications

Journals

Systematic Skin Segmentation: Merging Spatial and Non-Spatial Data
Rehanullah Khan, Allan Hanbury, Julian Stöttinger, Umar Farooq, Multimedia Tools and Applications, 2012, accepted.

Sparse Color Interest Points for Image Retrieval and Object Categorization
Julian Stöttinger, Allan Hanbury, Nicu Sebe, Theo Gevers, Transactions on Image Processing, May, 2012.

Color Based Skin Classification
Rehan Khan, Allan Hanbury, Julian Stöttinger, Abdul Bais, Pattern Recognition Letters, Volume 33, Issue 2, 2012, p 157 - 163. doi:10.1016/j.patrec.2011.09.032


Peer Reviewed Conference Proceedings

Representativeness and Diversity in Photos via Crowd-Source Media Analysis
Anca-Livia Radu, Julian Stöttinger, Bogdan Ionescu, María Menendez, Fausto Giunchiglia,10th International Workshop on Adaptive Multimedia Retrieval (AMR), 2012.

Indexing Media by Personal Events
Javier Paniagua, Ivan Tankoyeu, Julian Stöttinger, Fausto Giunchiglia, ICMR, 2012. Dataset available on request.


(Unseen) Event Recognition via Composition
Julian Stöttinger, Jasper Uijlings, Anand K. Pandey, Nicu Sebe, Fausto Giunchiglia, CVPR, 2012. Dataset available!  

Event Detection and Scene Attraction by Very Simple Contextual Cues
Ivan Tankoyeu, Javier Paniagua, Julian Stöttinger, Fausto Giunchiglia, Proceedings of the ACM Multimedia, International ACM Workshop on Sparse Representation for Event Detection in Multimedia (SRED), Scottsdale, Arizona, Nov 28 - Dec 1, 2011.
DISI Tech. Report
ACM: ISBN: 978-1-4503-0996-7 doi:10.1145/2072508.2072510

Sounding out Semantic Event Detection in Electronic Health Records
Ivan Tankoyeu, Javier Paniagua, Julian Stöttinger, Fausto Giunchiglia, Proceedings of the 7th Russian Bavarian Conference, Erlangen, October 10-14, 2011.

Enhanced Instrument Detection with a Time-of-Flight 3D Endoscope Using Range Filtering
Sarah Hempel, Julian Stöttinger, Kurt Höller, Rainer Engelbrecht, Joachim Hornegger, Hubertus Feussner, Proceedings of the Conference of the Society for Medical Innovation and Technology, Tel Aviv, Israel, September, 13-16, 2011.

Providing feedback on emotional experiences and decision making
Jana Machajdik, Julian Stöttinger, Ester Danelova, Martin Pongratz, Lukas Kavicky, Roberto Valenti, Allan Hanbury, Proceedings of the IEEE AFRICON, Livingstone, Zambia, September 13-15, 2011. IEEE Xplore

Universal Seed Skin Segmentation
Rehanullah Khan, Allan Hanbury, Julian Stöttinger, Proceedings of the 6th International Symposium on Visual Computing (ISVC), Las Vegas, Nevada, 2010.

Systematic Evaluation of Spatio-temporal Features on Comparative Video Challenges
Julian Stöttinger, Bogdan Tudor Goras, Thomas Pönitz, Nicu Sebe, Allan Hanbury, Theo Gevers, Proceeding of the 10th Asian Conference on Computer Vision (ACCV), 2nd International Workshop on Video Event Categorization, Tagging and Retrieval (VECTaR2010), Queenstown, New Zealand, 2010.  [bibtex]ACM DL

Behavior and properties of spatio-temporal local features under visual transformations
Julian Stöttinger, Bogdan Tudor Goras, Nicu Sebe, Allan Hanbury, Proceedings of ACM Multimedia (MM), Firenze, Italy, October, 25-29, 2010. [bibtex], ACM DL

FeEval - A dataset for evaluation of spatio-temporal local features
Julian Stöttinger, Sebastian Zambanini, Rehanulla Khan, Allan Hanbury, Proceedings of the 20th International Conference on Pattern Recognition (ICPR), Istanbul, Turkey, August 23-26, 2010, pages 499-503. [bibtex], IEEE Xplore

Skin Detection: A Random Forest Approach
Rehanulla Khan, Allan Hanbury, Julian Stöttinger, Proceedings of the International Conference on Image Processing (ICIP), Hong Kong, China, September 26-29, 2010. [bibtex]

Augmentation of Skin Segmentation
Rehanulla Khan, Allan Hanbury, Julian Stöttinger, Proceedings of the 14th International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV), Las Vegas, NV, July 12-15, 2010. [bibtex]

Weighted Skin Color Segmentation and Detection Using Graph Cuts
Rehanulla Khan, Allan Hanbury, Julian Stöttinger, Proceedings of the 15th Computer Winter Workshop (CVWW), Novè Hadry, Czeck Republic, February 3-5, 2010. [bibtex]

Understanding Affect in Images
Jana Machajdik, Allan Hanbury, Julian Stöttinger, Proceedings of ACM Multimedia, Grand Challenge, Firenze, Italy, October, 25-29, 2010. 

WINNER OF THE YAHOO! GRAND CHALLENGE 2010
Featured on the Y! SEARCH BLOG

Efficient and Robust Near-Duplicate Detection in Large and Growing Image Data-Sets
Thomas Pönitz, Julian Stöttinger, Proceedings of ACM Multimedia, Industrial Exhibit, Firenze, Italy, October, 25-29, 2010. [bibtex]

Efficient and Distinct Large Scale Bags of Words
Thomas Pönitz, Renè Donner, Julian Stöttinger, Allan Hanbury, 34th annual workshop of the Austrian Association for Pattern Recognition (AAPR), May 27-28, Zwettl, Austria, 2010. [bibtex]

Scale Invariant Dissociated Dipoles
Marco Vanossi, Julian Stöttinger, 34th annual workshop of the Austrian Association for Pattern Recognition (AAPR), May 27-28, Zwettl, Austria, 2010. [bibtex]

Skin Paths for Contextual Flagging Adult Videos
Julian Stöttinger, Allan Hanbury, Christian Liensberger, Rehanulla Khan, Proceedings of the 5th International Symposium on Visual Computing (ISVC), Las Vegas, NV, Nov 30 - Dec 2, 2009.[bibtex]

Color-Based and Context-Aware Skin Detection for Online Video Annotation
Christian Liensberger, Julian Stöttinger, Martin Kampel, Proceedings of the IEEE 2009 International Workshop on Multimedia Signal Processing, Rio de Janeiro, Brazil, October 5-7, 2009. [bibtex]

Color-Based Skin Detection and its Application in Video Annotation
Christian Liensberger, Julian Stöttinger and Martin Kampel, Proceedings of the 14th Computer Winter Workshop (CVWW), Eibiswald, Austria, 2009. [bibtex]

Translating Journalists' Requirements into Features for Image Search
Julian Stöttinger, Jana Banova, Thomas Pönitz, Nicu Sebe and Allan Hanbury, Proceedings of the 15th International Conference on Virtual Systems and Multimedia (VSMM), Vienna, Austria, September 9-12, 2009. [bibtex]

Lonely but Attractive: Sparse Color Salient Points for Object Retrieval and Categorization
Julian Stöttinger, Allan Hanbury, Theo Gevers and Nicu Sebe, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Workshop on Feature Detectors and Descriptors: The State Of The Art and Beyond, Miami, Florida, USA, June 20, 2009, pp 1-8. [bibtex]

Evaluation of Gradient Vector Flow for Interest Point Detection
Julian Stöttinger, René Donner, Lech Szumilas, Allan Hanbury, Proceedings of the 4th International Symposium on Visual Computing (ISVC), Las Vegas, Nevada, USA, December 1-3, 2008. [bibtex]

Do Colour Interest Points Improve Image Retrieval?
Julian Stöttinger, Allan Hanbury, Nicu Sebe and Theo Gevers, Proceedings of the 14th IEEE International Conference on Image Processing (ICIP 2007), San Antonio , Texas, September 16-19, 2007, pp. 169-172. [bibtex]

Colour Interest Points for Image Retrieval
Julian Stöttinger, Nicu Sebe, Theo Gevers and Allan Hanbury, Proceedings of the 12th Computer Vision Winter Workshop (CVWW 2007), St. Lambrecht, Austria, February 6-8, 2007, pp. 83-91.  [bibtex]

On Segmentation Evaluation Metrics and Region Counts
Allan Hanbury and Julian Stöttinger, Proceedings of the 19th International Conference on Pattern Recognition (ICPR), Tampa, Florida, USA, December 8-11, 2008. [bibtex]

An Adaptive Multiple Model Approach for Fast Content-Based Skin Detection in On-Line Videos
Rehanullah Khan, Julian Stöttinger and Martin Kampel, Proceedings of the ACM International Conference on Multimedia (MM), 1st ACM International Workshop in Analysis and Retrieval of Events/Actions and Workflows in Video Streams (AREA 2008), Vancouver, Canada, October 31, 2008, pp 89-95. [bibtex]

 

Introducing 3D Vision and Computer Graphics to Archaeological Workflow
Hubert Mara, Andreas Monitzer and Julian Stöttinger, Proceedings of the 3rd International Conference on Computer Vision Theory and Applications (VISAPP 2008), Funchal, Madeira, Portugal, 22 - 25 January, 2008.

Not Reviewed Articles

Ordnung in die Bilderflut - Arbeitsweise von Content-Based Image Retrieval Systemen
Julian Stöttinger und Allan Hanbury. In: Michael A. Herzog (Hersg.) Prozessgestaltung in der Medienproduktion. Neue Geschäftsmodelle und Technologien für Mobile Protale und HD Broadcast. Gito Verlag. Seite 103 - 115, 2009.
Get it from Amazon.

The MUSCLE Live Image Retrieval Evaluation Event
Allan Hanbury, Branislav Micusik, Julian Stöttinger. Report of the image retrieval evaluation event held at the CIVR2007, Amsterdam.

Overview of the ImageCLEF 2007 Object Retrieval Task
T. Deselaers, A. Hanbury, V. Viitaniemi, A. Benczúr, M. Brendel, B. Daróczy, E. Balderas, H. Jair, T. Gevers, H. Gracidas, C. Arturo, S. C. H. Hoi, J. Laaksonen, M. Li and M. Castro, H. Marisol, H. Ney, X. Rui, N. Sebe, J. Stöttinger and L. Wu, Working notes of the CLEF 2007 Workshop, Budapest, Hungary, September 19-21, 2007. [bibtex]

Local Colour Features for Image Retrieval
Stöttinger, Julian, Master Thesis, Technische Universität Wien, Fakultät für Informatik, Institut für Rechnergestützte Automation (Automatisierungssysteme. Mustererkennung), 2007. [poster] [presentation]
I received the PRIP Preis 2007 for my thesis! [presentation]
Yes, you can buy it on Amazon!

High Performance Profile Line Generation and Visualization using OpenGL
Julian Stöttinger, Technical Report Nr. 108, PRIP, TU Wien. 2007. [bibtex]

Other Activities

CVPR 2009 benchmark on Features and Detectors
Color Points best in 4 out of 20 classes using way less features!

Object Recognition Showcase
Leader: Nicu Sebe, UVA
Partners: TU Vienna-PRIP (Allan Hanbury, Julian Stottinger)
INRIA-IMEDIA (Jaume Amores, Nozha Boujemaa)
presented at the CIVR 2007, Amsterdam and the IBC 2007.
Object Categorisation with Color Interest Points
Julian Stöttinger, Jaume Amores, Nicu Sebe, Allan Hanbury, Nozha Boujemaa, Theo Gevers

The CLEF Cross Language Image Retrieval Track (ImageCLEF) 2007
Object Retrieval Task - 7th out of 26 overall rank and best in cat recognition :)