Publications | IVA
Image and Video Analysis
Publications
2015

Conferences

Y. Avrithis, Y. Kalantidis, E. Anagnostopoulos, I. Z. Emiris. Web-scale image clustering revisited. In Proceedings of International Conference on Computer Vision (Oral) (ICCV 2015), Santiago, Chile, December 2015.
[ Abstract ] [ Bibtex ] [ PDF ]
2014

Journals

G. Tolias, Y. Kalantidis, Y. Avrithis, S. Kollias. Towards large-scale geometry indexing by feature selection. In Computer Vision and Image Understanding, vol 120, no. 3, pp. 31-45, March 2014.
[ Abstract ] [ Bibtex ] [ PDF ]

Conferences

Y. Kalantidis, Y. Avrithis. Locally Optimized Product Quantization for Approximate Nearest Neighbor Search. In Proceedings of International Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, June 2014.
[ Abstract ] [ Bibtex ] [ PDF ]

PhD Thesis

Y. Kalantidis. Clustering and nearest neighbor methods for visual search. PhD Thesis, National Technical University of Athens, November 2014.
[ Abstract ] [ Bibtex ] [ PDF ]
2013

Conferences

Y. Kalantidis, L. Kennedy, L.-J. Li. Getting the Look: Clothing Recognition and Segmentation for Automatic Product Suggestions in Everyday Photos. In Proceedings of International Conference on Multimedia Retrieval (ICMR) (ICMR 2013), Dallas, TX, April 2013.
[ Abstract ] [ Bibtex ] [ PDF ]
2012

Conferences

Y. Avrithis, Y. Kalantidis. Approximate Gaussian Mixtures for Large Scale Vocabularies. In Proceedings of European Conference on Computer Vision (ECCV 2012), Florence, Italy, October 2012.
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G. Tolias, Y. Kalantidis, Y. Avrithis. SymCity: Feature Selection by Symmetry for Large Scale Image Retrieval. In Proceedings of ACM Multimedia (Full paper) (MM 2012), Nara, Japan, October 2012.
[ Abstract ] [ Bibtex ] [ PDF ]
2011

Journals

Y. Kalantidis, G. Tolias, Y. Avrithis, M. Phinikettos, E. Spyrou, P. Mylonas, S. Kollias. VIRaL: Visual Image Retrieval and Localization. In Multimedia Tools and Applications, 2011.
[ Abstract ] [ Bibtex ] [ PDF ]

Conferences

Y. Kalantidis, LG. Pueyo, M. Trevisiol, R. van Zwol, Y. Avrithis. Scalable Triangulation-based Logo Recognition. In Proceedings of ACM International Conference on Multimedia Retrieval (ICMR 2011), Trento, Italy, April 2011.
[ Abstract ] [ Bibtex ] [ PDF ]
2010

Conferences

E. Spyrou, Y. Kalantidis, Ph. Mylonas. Exploiting a region-based visual vocabulary towards efficient concept retrieval. In Proceedings of Recognising and tracking events on the Web and in real life (EVENTS 2010), in conjunction with SETN 2010, May 2010.
[ Abstract ] [ Bibtex ] [ PDF ]
Y. Avrithis, G. Tolias, Y. Kalantidis. Feature Map Hashing: Sub-linear Indexing of Appearance and Global Geometry. In Proceedings of ACM Multimedia (Full paper) (MM 2010), Firenze, Italy, October 2010.
[ Abstract ] [ Bibtex ] [ PDF ]
S. Papadopoulos, C. Zigkolis, G. Tolias, Y. Kalantidis, P. Mylonas, Y. Kompatsiaris, A. Vakali. Image Clustering Through Community Detection on Hybrid Image Similarity Graphs. In Proceedings of International Conference on Image Processing (ICIP 2010), Hong Kong, September 2010.
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E. Spyrou, Y. Kalantidis, G. Tolias, Ph. Mylonas, S. Kollias. Intelligent Content Retrieval using a Visual Vocabulary and Geometric Constraints. In Proceedings of FUZZ-IEEE 2010 (IEEE WCCI 2010), in conjunction with The 2010 IEEE World Congress on Computational Intelligence, July 2010.
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Y. Avrithis, Y. Kalantidis, G. Tolias, E. Spyrou. Retrieving Landmark and Non-Landmark Images from Community Photo Collections. In Proceedings of ACM Multimedia (Full paper) (MM 2010), Firenze, Italy, October 2010.
[ Abstract ] [ Bibtex ] [ PDF ]
Y. Kalantidis, E. Spyrou, Ph. Mylonas, S. Kollias. Using a Region and Visual Word Approach Towards Semantic Image Retrieval. In Proceedings of 5th Workshop on Semantic Media Adaptation and Personalization (SMAP 2010), Limassol, Cyprus, December 2010.
[ Abstract ] [ Bibtex ]
2009

Conferences

Y. Kalantidis, G. Tolias, E. Spyrou, Ph. Mylonas, Y. Avrithis, S. Kollias. Visual Image Retrieval and Localization. In Proceedings of 3ο Πανελλήνιο Συνέδριο Φοιτητών Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών, Thessaloniki, Greece, April 2009.
[ Abstract ] [ Bibtex ] [ PDF ]
Y. Kalantidis, G. Tolias, E. Spyrou, Ph. Mylonas, Y. Avrithis. Visual Image Retrieval and Localization. In Proceedings of 7th International Workshop on Content-Based Multimedia Indexing (CBMI 2009), Chania, Greece, June 2009.
[ Abstract ] [ Bibtex ] [ PDF ]

Diploma Thesis

Y. Kalantidis. Γρήγορη Αναζήτηση Εικόνων με βάση τα Οπτικά Χαρακτηριστικά και τη Γεωμετρία. Diploma Thesis, National Technical University of Athens, Department of Electrical and Computer Engineering, February 2009.
[ Abstract ] [ Bibtex ] [ PDF ]