News & Events

prof. dr. ir. A.W.M. Smeulders


  • Faculty of Science
    IVI
  • Visiting address
    Science Park A
    Science Park 904  Amsterdam
    Room number: C3.244
  • Postal address:
    Science Park  904
    1098 XH  Amsterdam
  • A.W.M.Smeulders@uva.nl

2017

  • Hussein, N., Gavves, E., & Smeulders, A. W. M. (2017). Unified Embedding and Metric Learning for Zero-Exemplar Event Detection. In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (pp. 1096-1105)
  • Li, Z., Tao, R., Gavves, E., Snoek, C. G. M., & Smeulders, A. W. M. (2017). Tracking by Natural Language Specification. In IEEE Conference on Computer Vision and Pattern Recognition
  • Manfredi, M., Grana, C., Cucchiara, R., & Smeulders, A. W. M. (2017). Segmentation models diversity for object proposals. Computer Vision and Image Understanding.

2016

  • Jacobsen, J., van Gemert, J. C., Lou, Z., & Smeulders, A. W. M. (2016). Structured Receptive Fields in CNNs. In IEEE Conference on Computer Vision and Pattern Recognition.
  • Karaoglu, S., Tao, R., Gevers, T., & Smeulders, A. W. M. (2016). Words Matter: Scene Text for Image Classification and Retrieval. IEEE Transactions on Multimedia.
  • Snoek, C. G. M., Dong, J., Li, X., Wei, Q., Wang, X., Lan, W., ... Smeulders, A. W. M. (2016). University of Amsterdam and Renmin University at TRECVID 2016: Searching Video, Detecting Events and Describing Video. In TRECVID Workshop.
  • Tao, R., Gavves, E., & Smeulders, A. W. M. (2016). Siamese Instance Search for Tracking. In IEEE Conference on Computer Vision and Pattern Recognition.
  • Heuer, H., Monz, C., & Smeulders, A. W. M. (2016). Generating captions without looking beyond objects. In Workshop on Storytelling with Images and Videos

2015

  • Gavves, E., Fernando, B., Snoek, C. G. M., Smeulders, A. W. M., & Tuytelaars, T. (2015). Local Alignments for Fine-Grained Categorization. International Journal of Computer Vision, 111(2), 191-212. DOI: 10.1007/s11263-014-0741-5  [details] 
  • Ramakrishnan, K., Scholte, H. S., Groen, I. I. A., Smeulders, A. W. M., & Ghebreab, S. (2015). Visual dictionaries as intermediate features in the human brain. Frontiers in Computational Neuroscience, 8, [168]. DOI: 10.3389/fncom.2014.00168  [details] 
  • Ramakrishnan, K., Scholte, H. S., Smeulders, A. W. M., & Ghebreab, S. (2015). Neural spatial consistency of hierarchical vision models. In NIPS Workshop on Machine Learning in Neuroimaging.
  • Tao, R., Smeulders, A. W. M., & Chang, S. F. (2015). Attributes and Categories for Generic Instance Search from One Example. In 2015 IEEE Conference on Computer Vision and Pattern Recognition: 7-12 June 2015, Boston, MA (pp. 177-186). Piscataway, NJ: IEEE. DOI: 10.1109/CVPR.2015.7298613  [details] 

2014

  • Pintea, S. L., van Gemert, J. C., & Smeulders, A. W. M. (2014). Déjà vu: Motion Prediction in Static Images. Lecture Notes in Computer Science, 8691, 172-187. DOI: 10.1007/978-3-319-10578-9_12  [details] 
  • Ramakrishnan, K., Groen, I. I. A., Scholte, H. S., Smeulders, A. W. M., & Ghebreab, S. (2014). Visual dictionaries in the Brain: Comparing HMAX and BOW. In 2014 IEEE International Conference on Multimedia and Expo (ICME 2014): Chengdu, China 14-18 July 2014 Piscataway, NJ: IEEE. DOI: 10.1109/ICME.2014.6890312  [details] 
  • Smeulders, A. W. M., Chu, D. M., Cucchiara, R., Calderara, S., Dehghan, A., & Shah, M. (2014). Visual Tracking: An Experimental Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(7), 1442-1468. DOI: 10.1109/TPAMI.2013.230  [details] 
  • Snoek, C. G. M., van de Sande, K. E. A., Fontijne, D., Cappallo, S., van Gemert, J., Habibian, A., ... Smeulders, A. W. M. (2014). MediaMill at TRECVID 2014: Searching Concepts, Objects, Instances and Events in Video. In 2014 TREC Video Retrieval Evaluation: notebook papers and slides Gaithersburg, MD: National Institute of Standards and Technology. [details] 
  • Tao, R., Gavves, E., Snoek, C. G. M., & Smeulders, A. W. M. (2014). Locality in Generic Instance Search from One Example. In Proceedings: 2014 IEEE Conference on Computer Vision and Pattern Recognition: 23-28 June 2014, Columbus, Ohio (pp. 2099-2106). Los Alamitos, California: IEEE Computer Society. DOI: 10.1109/CVPR.2014.269  [details] 
  • van de Sande, K. E. A., Snoek, C. G. M., & Smeulders, A. W. M. (2014). Fisher and VLAD with FLAIR. In Proceedings: 2014 IEEE Conference on Computer Vision and Pattern Recognition: 23-28 June 2014, Columbus, Ohio (pp. 2377-2384). Los Alamitos, California: IEEE Computer Society. DOI: 10.1109/CVPR.2014.304  [details] 
  • Myers, G. K., Nallapati, R., van Hout, J., Pancoast, S., Nevatia, R., Sun, C., ... Snoek, C. G. M. (2014). Evaluating Multimedia Features and Fusion for Example-Based Event Detection. Machine Vision and Applications, 25(1), 17-32. DOI: 10.1007/s00138-013-0527-8  [details] 

2013

  • Gavves, E., Fernando, B., Snoek, C. G. M., Smeulders, A. W. M., & Tuytelaars, T. (2013). Fine-Grained Categorization by Alignments. In IEEE International Conference on Computer Vision.
  • Li, X., Snoek, C. G. M., Worring, M., Koelma, D. C., & Smeulders, A. W. M. (2013). Bootstrapping Visual Categorization with Relevant Negatives. IEEE Transactions on Multimedia, 15(4), 933-945. DOI: 10.1109/TMM.2013.2238523 
  • Li, Z., Gavves, E., van de Sande, K. E. A., Snoek, C. G. M., & Smeulders, A. W. M. (2013). Codemaps Segment, Classify and Search Objects Locally. In IEEE International Conference on Computer Vision.
  • Ramakrishnan, K., Groen, I., Scholte, S., Smeulders, A., & Ghebreab, S. (2013). Visual word representation in the brain. In MLINI '13: machine learning and interpretation in neuroimaging: proceedings of MLINI 2013 [details] 
  • Smeulders, A. W. M. (2013). Searching Things in Large Sets of Images. In SOFSEM 2013 Theory and Practice of Computer Science. (pp. 107). (LNCS; No. 7741). Springer.
  • Snoek, C. G. M., van de Sande, K. E. A., Fontijne, D. H. F., Habibian, A., Jain, M., Kordumova, S., ... Smeulders, A. W. M. (2013). MediaMill at TRECVID 2013: Searching Concepts, Objects, Instances and Events in Video. In In Proceedings of TRECVID.
  • Uijlings, J. R., van de Sande, K. E. A., Gevers, T., & Smeulders, A. W. M. (2013). Selective Search for Object Recognition. International Journal of Computer Vision, 104(2), 154-171. DOI: 10.1007/s11263-013-0620-5 
  • Yanulevskaya, V., Uijlings, J. R., Geusebroek, J. M., Sebe, N., & Smeulders, A. W. M. (2013). A Proto-Object-Based Computational Model for Visual Saliency. Journal of Vision, 13(3).

2012

  • Chu, D. M., & Smeulders, A. W. M. (2012). Color Invariant SURF in Discriminative Object Tracking. Lecture Notes in Computer Science, 6554, 62-75. DOI: 10.1007/978-3-642-35740-4_6  [details] 
  • Gavves, E., Snoek, C. G. M., & Smeulders, A. W. M. (2012). Convex reduction of high-dimensional kernels for visual classification. In IEEE Conference on Computer Vision and Pattern Recognition (pp. 3610-3617). Providence, RI: IEEE. DOI: 10.1109/CVPR.2012.6248106  [details] 
  • Gavves, E., Snoek, C. G. M., & Smeulders, A. W. M. (2012). Visual synonyms for landmark image retrieval. Computer Vision and Image Understanding, 116(2), 238-249. DOI: 10.1016/j.cviu.2011.10.004  [details] 
  • Huurnink, B., Snoek, C. G. M., de Rijke, M., & Smeulders, A. W. M. (2012). Content-based analysis improves audiovisual archive retrieval. IEEE Transactions on Multimedia, 14(4), 1166-1178. DOI: 10.1109/TMM.2012.2193561  [details] 
  • Li, X., Snoek, C. G. M., Worring, M., & Smeulders, A. W. M. (2012). Fusing concept detection and geo context for visual search. In H. S. I. Horace (Ed.), Proceedings of the 2nd ACM International Conference on Multimedia Retrieval (pp. 4). New York: ACM. DOI: 10.1145/2324796.2324801  [details] 
  • Li, X., Snoek, C. G. M., Worring, M., & Smeulders, A. W. M. (2012). Harvesting social images for bi-concept search. IEEE Transactions on Multimedia, 14(4), 1091-1104. DOI: 10.1109/TMM.2012.2191943  [details] 
  • Snoek, C. G. M., van de Sande, K. E. A., Habibian, A., Kordumova, S., Li, Z., Mazloom, M., ... Smeulders, A. W. M. (2012). The MediaMill TRECVID 2012 semantic video search engine. In 2012 TREC Video Retrieval Evaluation: notebook papers and slides [S.l.]: National Institute of Standards and Technology (NIST). [details] 
  • Uijlings, J. R. R., Smeulders, A. W. M., & Scha, R. J. H. (2012). The visual extent of an object: suppose we know the object locations. International Journal of Computer Vision, 96(1), 46-63. DOI: 10.1007/s11263-011-0443-1  [details] 
  • Vreeswijk, D. T. J., Snoek, C. G. M., van de Sande, K. E. A., & Smeulders, A. W. M. (2012). All vehicles are cars: subclass preferences in container concepts. In H. S. I. Horace (Ed.), ICMR '12: Proceedings of the 2nd ACM International Conference on Multimedia Retrieval (pp. 8). New York: ACM. DOI: 10.1145/2324796.2324806  [details] 

2011

  • Ghebreab, S., & Smeulders, A. W. M. (2011). Identifying distributed and overlapping clusters of hemodynamic synchrony in fMRI data sets. Pattern Analysis and Applications, 14(2), 175-192. DOI: 10.1007/s10044-010-0186-6  [details] 
  • Li, X., Gavves, E., Snoek, C. G. M., Worring, M., & Smeulders, A. W. M. (2011). Personalizing automated image annotation using cross-entropy. In MM '11: proceedings of the 2011 ACM Multimedia Conference & Co-Located Workshops: Nov. 28-Dec. 1, 2011, Scottsdale, AZ, USA (pp. 233-242). New York, NY: Association for Computing Machinery. DOI: 10.1145/2072298.2072330  [details] 
  • Li, X., Snoek, C. G. M., Worring, M., & Smeulders, A. W. M. (2011). Social negative bootstrapping for visual categorization. In Proceedings of the 1st ACM International Conference on Multimedia Retrieval: ICMR '11 (pp. 12). New York: ACM. DOI: 10.1145/1991996.1992008  [details] 
  • Snoek, C. G. M., van de Sande, K. E. A., Li, X., Mazloom, M., Jiang, Y., Koelma, D. C., & Smeulders, A. W. M. (2011). The MediaMill TRECVID 2011 semantic video search engine. In 2011 TREC Video Retrieval Evaluation notebook papers and slides [S.l.]: Retrieval Group, Information Access Division, National Institute of Standards and Technology. [details] 
  • Uijlings, J., de Rooij, O., Odijk, D., Smeulders, A., & Worring, M. (2011). Instant Bag-of-Words served on a laptop. In F. G. B. De Natale, & A. Del Bimbo (Eds.), ICMR '11: proceedings of the 1st ACM International Conference on Multimedia Retrieval: 2011, Trento, Italy New York: ACM. DOI: 10.1145/1991996.1992065  [details] 
  • Vreeswijk, D. T. J., Huurnink, B., & Smeulders, A. W. M. (2011). Text and image subject classifiers: dense works better. In MM '11: proceedings of the 2011 ACM Multimedia Conference & Co-Located Workshops: Nov. 28-Dec. 1, 2011, Scottsdale, AZ, USA (pp. 1449-1452). New York, NY: Association for Computing Machinery. DOI: 10.1145/2072298.2072037  [details] 
  • van de Sande, K. E. A., Uijlings, J. R. R., Gevers, T., & Smeulders, A. W. M. (2011). Segmentation as selective search for object recognition. In Proceedings ... International Conference on Computer Vision (pp. 1879-1886). IEEE. DOI: 10.1109/ICCV.2011.6126456  [details] 

2010

  • Chu, D. M., & Smeulders, A. W. M. (2010). Thirteen Hard Cases in Visual Tracking. In Proceedings: IEEE International Conference on Advanced Video and Signal Based Surveillance: AVSS 2010: 29 August-1 September 2010, Boston, Massachusetts, USA (pp. 103-110). Los Alamitos, CA: IEEE Computer Society. DOI: 10.1109/AVSS.2010.85  [details] 
  • Huurnink, B., Snoek, C. G. M., de Rijke, M., & Smeulders, A. W. M. (2010). Today's and tomorrow's retrieval practice in the audiovisual archive. In CIVR 2010: 2010 ACM International Conference on Image and Video Retrieval, at Xi'an, China, July 5-7, 2010 (pp. 18-25). New York, NY: Association for Computing Machinery. DOI: 10.1145/1816041.1816045  [details] 
  • Metternich, M. J., Worring, M., & Smeulders, A. W. M. (2010). Color based tracing in real-life surveillance data. In Y. Q. Shi (Ed.), Transactions on Data Hiding and Multimedia Security V (pp. 18-33). (Lecture Notes in Computer Science; No. 6010). Berlin: Springer. DOI: 10.1007/978-3-642-14298-7_2  [details] 
  • Nedović, V., Smeulders, A. W. M., Redert, A., & Geusebroek, J. M. (2010). Stages As Models of Scene Geometry. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(9), 1673-1687. DOI: 10.1109/TPAMI.2009.174  [details] 
  • Snoek, C. G. M., & Smeulders, A. W. M. (2010). Visual-Concept Search Solved? Computer, 43(6), 76-78. DOI: 10.1109/MC.2010.183  [details] 
  • Snoek, C. G. M., van de Sande, K. E. A., de Rooij, O., Huurnink, B., Gavves, E., Odijk, D., ... Smeulders, A. W. M. (2010). The MediaMill TRECVID 2010 semantic video search engine. In TRECVID 2010 notebook Gaithersburg, MD: National Institute of Standards and Technology. [details] 
  • Uijlings, J. R. R., Smeulders, A. W. M., & Scha, R. J. H. (2010). Real-time visual concept classification. IEEE Transactions on Multimedia, 12(7), 665-681. DOI: 10.1109/TMM.2010.2052027  [details] 
  • van Gemert, J. C., Snoek, C. G. M., Veenman, C. J., Smeulders, A. W. M., & Geusebroek, J. M. (2010). Comparing Compact Codebooks for Visual Categorization. Computer Vision and Image Understanding, 114(4), 450-462. DOI: 10.1016/j.cviu.2009.08.004  [details] 
  • van Gemert, J. C., Veenman, C. J., Smeulders, A. W. M., & Geusebroek, J. M. (2010). Visual Word Ambiguity. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(7), 1271-1283. DOI: 10.1109/TPAMI.2009.132  [details] 

2009

  • Ghebreab, S., Scholte, H. S., Lamme, V. A. F., & Smeulders, A. W. M. (2009). A biologically plausible model for rapid natural scene identification. In Y. Bengio, D. Schuurmans, J. Lafferty, C. Williams, & A. Culotta (Eds.), Advances in Neural Information Processing Systems 22: Proceedings of the 2009 conference (pp. 629-637). NIPS Foundation. [details] 
  • Scholte, H. S., Ghebreab, S., Waldorp, L., Smeulders, A. W. M., & Lamme, V. A. F. (2009). Brain responses strongly correlate with Weibull image statistics when processing natural images. Journal of Vision, 9(4), 29. DOI: 10.1167/9.4.29  [details] 
  • Snoek, C. G. M., van de Sande, K. E. A., de Rooij, O., Huurnink, B., Uijlings, J. R. R., van Liempt, M., ... Koelma, D. C. (2009). The MediaMill TRECVID 2009 semantic video search engine. In TRECVID 2009 Overview Papers and Slides Gaithersburg, MD: National Institute of Standards and Technology (NIST). [details] 
  • Uijlings, J. R. R., Smeulders, A. W. M., & Scha, R. J. H. (2009). Real-time bag of words, approximately. In S. Marchand-Maillet, & I. Kompatsiaris (Eds.), Proceedings of the ACM International Conference on Image and Video Retrieval, ACM-CIVR 2009: July 8-10, 2009 - Santorini Island, Greece (pp. 6). New York: Association for Computing Machinery (ACM). [details] 
  • Uijlings, J. R. R., Smeulders, A. W. M., & Scha, R. J. H. (2009). What is the spatial extent of an object? In 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009: Miami, Florida, USA, 20-25 June 2009 (pp. 770-777). Piscataway, NJ: IEEE. DOI: 10.1109/CVPR.2009.5206663  [details] 
  • Hollink, L., Schreiber, G., Huurnink, B., van Liempt, M., de Rijke, M., Smeulders, A., ... de Jong, A. (2009). A multidisciplinary approach to unlocking television broadcast archives. ISR Interdisciplinary Science Reviews, 34(2-3), 253-267. DOI: 10.1179/174327909X441144  [details] 
  • Vivek, E. P., Pogalin, E., & Smeulders, A. W. M. (2009). Periodic event detection and recognition in video. In 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings: April 19—24, 2009, Taipei International Convention Center, Taipei, Taiwan (pp. 3537-3540). Piscataway, NJ: IEEE. DOI: 10.1109/ICASSP.2009.4960389  [details] 

2008

  • Nedović, V., Smeulders, A. W. M., Redert, A., & Geusebroek, J. M. (2008). Depth estimation via stage classification. In 3DTV Conference: The True Vision: Capture, Transmission and Display of 3D Video: 2008 (pp. 77-80). IEEE. DOI: 10.1109/3DTV.2008.4547812  [details] 
  • Pham, T. V., & Smeulders, A. W. M. (2008). Quadratic boosting. Pattern Recognition, 41(1), 331-341. DOI: 10.1016/j.patcog.2007.05.008  [details] 
  • Pogalin, E., Smeulders, A. W. M., & Thean, A. H. C. (2008). Visual quasi-periodicity. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition: CVPR 2008 (pp. 1-8). IEEE. DOI: 10.1109/CVPR.2008.4587509  [details] 
  • Snoek, C. G. M., van Balen, R., Koelma, D. C., Smeulders, A. W. M., & Worring, M. (2008). Analyzing video concept detectors visually. In 2008 IEEE International Conference on Multimedia and Expo: ICME 2008: Proceedings: June 23-26, 2008, Hannover Congress Centrum, Hannover, Germany (pp. 1603-1604). Piscataway, NJ: IEEE. DOI: 10.1109/ICME.2008.4607759  [details] 
  • Snoek, C. G. M., van de Sande, K. E. A., de Rooij, O., Huurnink, B., van Gemert, J. C., Uijlings, J. R. R., ... Koelma, D. C. (2008). The MediaMill TRECVID 2008 semantic video search engine. In TRECVID 2008: Proceedings of the 2008 TREC Video Retrieval Evaluation workshop (pp. 1-14). National Institute of Standards and Technology (NIST). [details] 
  • van Gemert, J. C., Geusebroek, J. M., Veenman, C. J., & Smeulders, A. W. M. (2008). Kernel codebooks for scene categorization. Lecture Notes in Computer Science, 5304, 696-709. DOI: 10.1007/978-3-540-88690-7_52  [details] 

2011

  • Snoek, C. G. M., & Smeulders, A. W. M. (2011). Internet video search. In MM '11: proceedings of the 2011 ACM Multimedia Conference & Co-Located Workshops: Nov. 28-Dec. 1, 2011, Scottsdale, AZ, USA (pp. 629). New York, NY: Association for Computing Machinery. DOI: 10.1145/2072298.2072400  [details] 

2009

  • Snoek, C. G. M., van de Sande, K. E. A., de Rooij, O., Huurnink, B., Uijlings, J. R. R., van Liempt, M., ... Koelma, D. C. (2009). The MediaMill TRECVID 2009 semantic video search engine. In TRECVID 2009 working notes Gaithersburg, MD, USA: National Institute of Standards and Technology (NIST). [details] 

2016

  • Ramakrishnan, K., Scholte, H. S., Smeulders, A., & Ghebreab, S. (2016). Mapping human visual representations by deep neural networks. Journal of Vision, 16(12), [373]. DOI: 10.1167/16.12.373 
  • Heuer, H., Monz, C., & Smeulders, A. W. M. (2016). Generating Captions without Looking Beyond Objects. Paper presented at ECCV2016 2nd Workshop on Storytelling with Images and Videos, Amsterdam, Netherlands.

2015

  • Ramakrishnan, K., Scholte, S., Lamme, V., Smeulders, A., & Ghebreab, S. (2015). Convolutional Neural Networks in the Brain: an fMRI study. Journal of Vision, 15(12), [371]. DOI: 10.1167/15.12.371 

2010

  • Ghebreab, S., Scholte, H. S., Lamme, V., & Smeulders, A. (2010). Rapid Natural Image Identification Based on EEG Data and Global Scene Statistics. Journal of Vision, 10(7), 1394. DOI: 10.1167/10.7.1394 
  • Scholte, H. S., Ghebreab, S., Smeulders, A., & Lamme, V. (2010). Lateral Occipital cortex responsive to correlation structure of natural images. Journal of Vision, 10(7), 1363. DOI: 10.1167/10.7.1363 
  • Scholte, H. S., Ghebreab, S., Smeulders, A., & Lamme, V. (2010). Lateral Occipital cortex responsive to local correlation structure of natural images. Frontiers in Neuroscience. DOI: 10.3389/conf.fnins.2010.03.00162 

2017

This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library  or the Pure staff  of your faculty / institute. Log in to Pure  to edit your publications.
  • Euclid Vision Technologies
    Mede oprichter / mede bestuurder
  • Treetop Vision
    Mede oprichter / mede bestuurder
  • Gemeente Eindhoven
    Lid van de tijdelijke Commissie voor de Kunsten
  • NL eScience Center
    Bestuurslid

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