Research Outputs Niculae Sebe


  • Wang, Xuanhan; Gao, Lianli; Song, Jingkuan; Zhen, Xiantong; Sebe, Nicu; Shen, Heng Tao, "Deep appearance and motion learning for egocentric activity recognition" in NEUROCOMPUTING, v. 275, (2018), p. 438-447. - URL: www.elsevier.com/locate/neucom . - DOI: 10.1016/j.neucom.2017.08.063
  • Song, Jingkuan; Gao, Lianli; Liu, Li; Zhu, Xiaofeng; Sebe, Nicu, "Quantization-based hashing: a general framework for scalable image and video retrieval" in PATTERN RECOGNITION, v. 75, (2018), p. 1339-1351. - URL: www.elsevier.com/inca/publications/store/3/2/8/ . - DOI: 10.1016/j.patcog.2017.03.021
  • Pouya, Ghaemmaghami; Nabi, Moin; Yan, Yan; Riccardi, Giuseppe; Sebe, Nicu, "A cross-modal adaptation approach for brain decoding" in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Piscataway, NJ: Institute of Electrical and Electronics Engineers Inc., 2017, p. 969-973. - (PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING). - ISBN: 9781509041176. Proceedings of: 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017, Hilton New Orleans Riverside, usa, 2017. - DOI: 10.1109/ICASSP.2017.7952300
  • Dan, Xu; Yan, Yan; Ricci, Elisa; Sebe, Nicu, "Detecting anomalous events in videos by learning deep representations of appearance and motion" in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 156, (2017), p. 117-127. - URL: http://www.elsevier.com/inca/publications/store/6/2/2/8/0/9/index.htt . - DOI: 10.1016/j.cviu.2016.10.010
  • Duta, Ionut C.; R. Uijlings, Jasper R.; Ionescu, Bogdan; Aizawa, Kiyoharu; Alexander, G. Hauptmann; Sebe, Nicu, "Efficient human action recognition using histograms of motion gradients and VLAD with descriptor shape information" in MULTIMEDIA TOOLS AND APPLICATIONS, v. 76, n. 21 (2017), p. 22445-22472. - DOI: 10.1007/s11042-017-4795-6
  • Ricci, Elisa; Yan, Yan; Rajagopal, Anoop K.; Subramanian, Ramanathan; Vieriu, Radu L.; Lanz, Oswald; Sebe, Nicu, "Exploring Multitask and Transfer Learning Algorithms for Head Pose Estimation in Dynamic Multiview Scenarios" in Group and Crowd Behavior for Computer Vision, Amsterdam: Elsevier Inc., 2017, p. 67-87. - ISBN: 9780128092804. - URL: http://www.sciencedirect.com/science/book/9780128092767 . - DOI: 10.1016/B978-0-12-809276-7.00005-9
  • Siarohin, Aliaksandr; Zen, Gloria; Alameda-Pineda, Xavier; Ricci, Elisa; Sebe, Nicu; Majtanovic, Cveta, "How to make an image more memorable? A deep style transfer approach" in ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval, New York: Association for Computing Machinery, Inc, 2017, p. 322-329. - ISBN: 9781450347013. Proceedings of: 17th ACM International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, 2017. - DOI: 10.1145/3078971.3078986
  • Guoyu, Lu; Yan, Yan; Sebe, Nicu; Kambhamettu, Chandra, "Indoor localization via multi-view images and videos" in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 161, (2017), p. 145-160. - URL: http://www.elsevier.com/inca/publications/store/6/2/2/8/0/9/index.htt . - DOI: 10.1016/j.cviu.2017.05.003
  • Song, J.; Jegou, H.; Snoek, C.; Tian, Q.; Sebe, N., "Large-Scale Multimedia Data Retrieval, Classification, and Understanding" in IEEE TRANSACTIONS ON MULTIMEDIA, v. 19, n. 9 (2017), p. 1965-1967. - DOI: 10.1109/TMM.2017.2733638
  • Dan, Xu; Ouyang, Wanli; Ricci, Elisa; Wang, Xiaogang; Sebe, Nicu, "Learning Cross-Modal Deep Representations for Robust Pedestrian Detection" in 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), Piscataway, NJ: IEEE, 2017, p. 4236-4244. - ISBN: 978-1-5386-0457-1. Proceedings of: 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), Honolulu, JUL 21-26, 2017. - DOI: 10.1109/CVPR.2017.451
  • Dan, Xu; Wanli, Ouyang; Xavier, Alameda-Pineda; Elisa, Ricci; Xiaogang, Wang; Nicu, Sebe, "Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction" in Advances in Neural Information Processing Systems 30, Dutchess County, New York: Curran Associates, Inc., 2017, p. 3964-3973. Proceedings of: NIPS, Long Beach, CA, USA, December 2017. - URL: http://papers.nips.cc/paper/6985-learning-deep-structured-multi-scale-features-using-attention-gated-crfs-for-contour-prediction.pdf
  • Dan, Xu; Ricci, Elisa; Ouyang, Wanli; Wang, Xiaogang; Sebe, Nicu, "Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation" in 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), Piscataway, NJ: IEEE, 2017, p. 161-169. - ISBN: 978-1-5386-0457-1. Proceedings of: 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), Honolulu, JUL 21-26, 2017. - DOI: 10.1109/CVPR.2017.25
  • Wang, Wei; Tulyakov, Sergey; Sebe, Nicu, "Recurrent convolutional face alignment" in 13th Asian Conference on Computer Vision, ACCV 2016, Heidelberg: Springer Verlag, 2017, p. 104-120. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 9783319541839. Proceedings of: 13th Asian Conference on Computer Vision, ACCV 2016, Taipei, 2016. - URL: http://springerlink.com/content/0302-9743/copyright/2005/ . - DOI: 10.1007/978-3-319-54184-6_7
  • Alameda-Pineda, Xavier; Subramanian, Ramanathan; Ricci, Elisa; Lanz, Oswald; Sebe, Nicu, "SALSA: A Multimodal Dataset for the Automated Analysis of Free-Standing Social Interactions" in Group and Crowd Behavior for Computer Vision, Amsterdam: Elsevier Inc., 2017, p. 321-340. - ISBN: 9780128092804. - URL: http://www.sciencedirect.com/science/book/9780128092767 . - DOI: 10.1016/B978-0-12-809276-7.00017-5
  • Niculae, Sebe; Xavier, Alameda-Pineda; Sergey, Tulyakov; Elisa, Ricci; Lijun, Yin; Cohn, Jeffery F., "Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions", US20170367590. - Filing date: 2017
  • Duta, Ionut C.; Ionescu, Bogdan; Aizawa, Kiyoharu; Sebe, Nicu, "Simple, efficient and effective encodings of local deep features for video action recognition" in ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval, New York: Association for Computing Machinery, Inc, 2017, p. 218-225. - ISBN: 9781450347013. Proceedings of: 17th ACM International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, 2017. - DOI: 10.1145/3078971.3078988
  • Wang, Wei; Yan, Yan; Nie, Liqiang; Zhang, Luming; Winkler, Stefan; Sebe, Nicu, "Sparse code filtering for action pattern mining" in 13th Asian Conference on Computer Vision, ACCV 2016;, Heidelberg: Springer Verlag, 2017, p. 3-18. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 9783319541839. Proceedings of: 13th Asian Conference on Computer Vision, ACCV 2016, Taipei, 2016. - URL: http://springerlink.com/content/0302-9743/copyright/2005/ . - DOI: 10.1007/978-3-319-541846_1
  • Duta, Ionut Cosmin; Ionescu, Bogdan; Aizawa, Kiyoharu; Sebe, Nicu, "Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos" in 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), Piscataway, NJ: IEEE, 2017, p. 3205-3214. - ISBN: 978-1-5386-0457-1. Proceedings of: 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), Honolulu, JUL 21-26, 2017. - DOI: 10.1109/CVPR.2017.341
  • Duta, Ionut C.; Ionescu, Bogdan; Aizawa, Kiyoharu; Sebe, Nicu, "Spatio-temporal VLAD encoding for human action recognition in videos" in 23rd International Conference on MultiMedia Modeling, MMM 2017, Heidelberg: Springer Verlag, 2017, p. 365-378. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 9783319518107. Proceedings of: 23rd International Conference on MultiMedia Modeling, MMM 2017, Islanda, 2017. - URL: http://springerlink.com/content/0302-9743/copyright/2005/ . - DOI: 10.1007/978-3-319-51811-4_30
  • Zhigang, Ma; Chang, Xiaojun; Yang, Yi; Sebe, Nicu; Hauptmann, Alexander G., "The Many Shades of Negativity" in IEEE TRANSACTIONS ON MULTIMEDIA, v. 19, n. 7 (2017), p. 1558-1568. - DOI: 10.1109/TMM.2017.2659221
  • Setti, Francesco; Conigliaro, Davide; Rota, Paolo; Bassetti, Chiara; Conci, Nicola; Sebe, Niculae; Cristani, Marco, "The S-HOCK dataset: A new benchmark for spectator crowd analysis" in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 159, (2017), p. 47-58. - URL: http://www.elsevier.com/inca/publications/store/6/2/2/8/0/9/index.htt . - DOI: 10.1016/j.cviu.2017.01.003
  • Alameda-Pineda, Xavier; Pilzer, Andrea; Dan, Xu; Sebe, Nicu; Ricci, Elisa, "Viraliency: Pooling Local Virality" in 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), Piscataway, NJ: IEEE, 2017, p. 484-492. - ISBN: 978-1-5386-0457-1. Proceedings of: 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), Honolulu, JUL 21-26, 2017. - DOI: 10.1109/CVPR.2017.59
  • Song, Jingkuan; Shen, Heng Tao; Wang, Jianfeng; Huang, Zi; Sebe, Nicu; Wang, Jingdong, "A Distance-Computation-Free Search Scheme for Binary Code Databases" in IEEE TRANSACTIONS ON MULTIMEDIA, v. 18, n. 3 (2016), p. 484-495. - DOI: 10.1109/TMM.2016.2515990
  • Mironică, I.; Duţă, I.C.; Ionescu, B.; Sebe, N., "A modified vector of locally aggregated descriptors approach for fast video classification" in MULTIMEDIA TOOLS AND APPLICATIONS, v. 75, n. 15 (2016), p. 9045-9072. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84939629218&doi=10.1007%2fs11042-015-2819-7&partnerID=40&md5=34bd3a8f92c9502cec5e85811f808c81 . - DOI: 10.1007/s11042-015-2819-7
  • Yan, Yan; Ricci, Elisa; Subramanian, Ramanathan; Liu, Gaowen; Lanz, Oswald; Sebe, Nicu, "A Multi-Task Learning Framework for Head Pose Estimation under Target Motion" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 38, n. 6 (2016), p. 1070-1083. - DOI: 10.1109/TPAMI.2015.2477843
  • Gupta, Rishabh; Abadi, Mojtaba Khomami; Cabré, Jesús Alejandro Cárdenes; Morreale, Fabio; Falk, Tiago H.; Sebe, Nicu; Khomami Abadi, M., "A quality adaptive multimodal affect recognition system for user-centric multimedia indexing" in ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval, New York: Association for Computing Machinery, Inc, 2016, p. 317-320. - ISBN: 9781450343596. Proceedings of: 6th ACM International Conference on Multimedia Retrieval, ICMR 2016, usa, 2016. - DOI: 10.1145/2911996.2912059
  • Dan, Xu; Alameda Pineda, Xavier; Song, Jingkuan; Ricci, Elisa; Sebe, Niculae, "Academic coupled dictionary learning for sketch-based image retrieval" in ACM Multimedia, New York: Association for Computing Machinery, Inc, 2016, p. 1326-1335. Proceedings of: ACM Multimedia, Amsterdam, october 2016. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994589220&doi=10.1145%2f2964284.2964329&partnerID=40&md5=285adee89ef0fa7ebb9e01f4fb16a74f . - DOI: 10.1145/2964284.2964329
  • Liu, Gaowen; Yan, Yan; Subramanian, Ramanathan; Song, Jingkuan; Lu, Guoyu; Sebe, Nicu, "Active domain adaptation with noisy labels for multimedia analysis" in WORLD WIDE WEB, v. 19, n. 2 (2016), p. 199-215. - URL: http://www.kluweronline.com/issn/1386-145X . - DOI: 10.1007/s11280-015-0343-3
  • De Nadai, M.; Vieriu, R.L.; Zen, G.; Dragicevic, S.; Naik, N.; Caraviello, M.; Hidalgo, C.A.; Sebe, N.; Lepri, B., "Are safer looking neighborhoods more lively? A multimodal investigation into urban life" in ACM Multimedia, New York: Association for Computing Machinery, Inc, 2016, p. 1127-1135. Proceedings of: ACM Multimedia, Amsterdam, october 2017. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994666228&doi=10.1145%2f2964284.2964312&partnerID=40&md5=ff54c93438084758ae26703cdffebcd6 . - DOI: 10.1145/2964284.2964312
  • Duta, Ionut C.; Nguyen, Tuan A.; Aizawa, Kiyoharu; Ionescu, Bogdan; Sebe, Nicu, "Boosting VLAD with double assignment using deep features for action recognition in videos" in Proceedings - International Conference on Pattern Recognition, Piscataway, NJ: Institute of Electrical and Electronics Engineers Inc., 2016, p. 2210-2215. - (INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION). - ISBN: 9781509048472. Proceedings of: 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun Center, mex, 2016. - URL: http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000545 . - DOI: 10.1109/ICPR.2016.7899964
  • Ghaemmaghami, P.; Sebe, N., "Brain and music: Music genre classification using brain signals" in Eusipco, paris: European Signal Processing Conference, EUSIPCO, 2016, p. 708-712. Proceedings of: Eusipco, Budapest, september 2016. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85005950299&doi=10.1109%2fEUSIPCO.2016.7760340&partnerID=40&md5=d9ea76f4fa2cb98f79741d67094397f7 . - DOI: 10.1109/EUSIPCO.2016.7760340
  • Wang, Wei; Yan, Yan; Winkler, Stefan; Sebe, Nicu, "Category Specific Dictionary Learning for Attribute Specific Feature Selection" in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. 25, n. 3 (2016), p. 1465-1478. - DOI: 10.1109/TIP.2016.2523340
  • Wang, W.; Yan, Y.; Zhang, L.; Hong, R.; Sebe, N., "Collaborative Sparse Coding for Multiview Action Recognition" in IEEE MULTIMEDIA, v. 23, n. 4 (2016), p. 80-87. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84997269750&doi=10.1109%2fMMUL.2016.69&partnerID=40&md5=5a03ab2369cddb62922453fc0790fdc3 . - DOI: 10.1109/MMUL.2016.69
  • Sartori, A.; Culibrk, D.; Yan, Y.; Job, R.; Sebe, N., "Computational Modeling of Affective Qualities of Abstract Paintings" in IEEE MULTIMEDIA, v. 23, n. 3 (2016), p. 44-54. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84982272987&doi=10.1109%2fMMUL.2016.20&partnerID=40&md5=9d67ffdd7bba0e56d5f864f4ff43d199 . - DOI: 10.1109/MMUL.2016.20
  • Rabiee, H.; Haddadnia, J.; Mousavi, H.; Nabi, M.; Murino, V.; Sebe, N., "Crowd behavior representation: an attribute-based approach (SpringerPlus, (2016), 5, (1179), 10.1186/s40064-016-2786-0)" in SPRINGERPLUS, v. 5, n. 1 (2016). - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85007574999&doi=10.1186%2fs40064-016-3754-4&partnerID=40&md5=60ad3541c7272a7273f7675828351206 . - DOI: 10.1186/s40064-016-3754-4
  • Song, J.; Gao, L.; Zou, F.; Yan, Y.; Sebe, N., "Deep and fast: Deep learning hashing with semi-supervised graph construction" in IMAGE AND VISION COMPUTING, v. 55, (2016), p. 101-108. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962045952&doi=10.1016%2fj.imavis.2016.02.005&partnerID=40&md5=fc7870770d8b87547d695dcce58fa97d . - DOI: 10.1016/j.imavis.2016.02.005
  • Alameda-Pineda, Xavier; Hospedales, Timothy M.; Ricci, Elisa; Sebe, Nicu; Wang, Xiaogang, "Emerging topics in learning from noisy and missing data" in MM 2016 - Proceedings of the 2016 ACM Multimedia Conference, New York City, New York, United States: Association for Computing Machinery, Inc, 2016, p. 1469-1470. - ISBN: 9781450336031. Proceedings of: 24th ACM Multimedia Conference, MM 2016, Amsterdam, October 15-19, 2016. - URL: https://dl.acm.org/citation.cfm?doid=2964284.2986910 . - DOI: 10.1145/2964284.2986910
  • Dhall, A.; Goecke, R.; Gedeon, T.; Sebe, N., "Emotion recognition in the wild" in JOURNAL ON MULTIMODAL USER INTERFACES, v. 10, n. 2 (2016), p. 95-97. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84960101804&doi=10.1007%2fs12193-016-0213-z&partnerID=40&md5=bad6fc24bd77fad6c728749ac1863447 . - DOI: 10.1007/s12193-016-0213-z
  • Tzelepis, Christos; Zhigang, Ma; Mezaris, Vasileios; Ionescu, Bogdan; Kompatsiaris, Ioannis; Boato, Giulia; Sebe, Niculae; Yan, Shuicheng, "Event-based media processing and analysis: A survey of the literature" in IMAGE AND VISION COMPUTING, v. 53, (2016), p. 3-19. - DOI: 10.1016/j.imavis.2016.05.005
  • Mironicə, Ionuţ; Ionescu, Bogdan; Uijlings, Jasper; Sebe, Nicu, "Fisher Kernel Temporal Variation-based Relevance Feedback for video retrieval" in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 143, (2016), p. 38-51. - URL: http://www.elsevier.com/inca/publications/store/6/2/2/8/0/9/index.htt . - DOI: 10.1016/j.cviu.2015.10.005
  • Gao, L.; Song, J.; Nie, F.; Zou, F.; Sebe, N.; Shen, H.T., "Graph-without-cut: An ideal graph learning for image segmentation" in AAAI, New York: AAAI press, 2016, p. 1188-1194. Proceedings of: AAAI, Phoenix, Gebruary 2016. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994636856&partnerID=40&md5=edc1a8e6945da66339f19a51fbcd7957
  • Duta, Ionut C.; Uijlings, Jasper R. R.; Nguyen, Tuan A.; Aizawa, Kiyoharu; Hauptmann, Alexander G.; Ionescu, Bogdan; Sebe, Nicu, "Histograms of Motion Gradients for real-time video classification" in Proceedings - International Workshop on Content-Based Multimedia Indexing, Los Alamitos: IEEE Computer Society, 2016, p. 1-6. - ISBN: 9781467386951. Proceedings of: 14th International Workshop on Content-Based Multimedia Indexing, CBMI 2016, rou, 2016. - URL: http://ieeexplore.ieee.org/ . - DOI: 10.1109/CBMI.2016.7500260
  • Song, J.; Gao, L.; Puscas, M.M.; Nie, F.; Shen, F.; Sebe, N., "Joint graph learning and video segmentation via multiple cues and topology calibration" in ACM Multimedia, New York: Association for Computing Machinery, Inc, 2016, p. 831-840. Proceedings of: ACM Multimedia, Amsterdam, october 2017. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994613586&doi=10.1145%2f2964284.2964295&partnerID=40&md5=f9c7fc47a13ff135d9a6fbd64aeb4314 . - DOI: 10.1145/2964284.2964295
  • Zen, Gloria; Sangineto, Enver; Ricci, Elisa; Sebe, Niculae, "Learning Personalized Models for Facial Expression Analysis and Gesture Recognition" in IEEE TRANSACTIONS ON MULTIMEDIA, v. 18, n. 4 (2016), p. 775-788. - DOI: 10.1109/TMM.2016.2523421
  • Tian, Q.; Sebe, N.; Qi, G.-J.; Huet, B.; Hong, R.; Liu, X. (edited by), "MultiMedia Modeling: 22nd International Conference, MMM 2016 Miami, FL, USA, January 4-6, 2016 Proceedings, Part I", by Tian, Q., Sebe, N., Qi, G.-J., Huet, B., Hong, R., Liu, X., Heidelberg: Springer Verlag, 2016. - ISBN: 978-331927673-1. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84955324614&doi=10.1007%2f978-3-319-27671-7&partnerID=40&md5=0df479d7e1881e5e16601d4e3f7758ec . - DOI: 10.1007/978-3-319-27671-7
  • Tian, Q.; Sebe, N.; Qi, G.-J.; Huet, B.; Hong, R.; Liu, X. (edited by), "MultiMedia modeling: 22nd International conference, MMM 2016 Miami, FL, USA, january 4–6, 2016 proceedings, part II", by Tian, Q., Sebe, N., Qi, G.-J., Huet, B., Hong, R., Liu, X., Heidelberg: Springer Verlag, 2016. - ISBN: 978-331927670-0. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84955246191&doi=10.1007%2f978-3-319-27674-8&partnerID=40&md5=beaf1b24e22c17fd7b58d9bfe0432ea2 . - DOI: 10.1007/978-3-319-27674-8
  • Batrinca, Ligia; Mana, Nadia; Lepri, Bruno; Sebe, Nicu; Pianesi, Fabio, "Multimodal Personality Recognition in Collaborative Goal-Oriented Tasks" in IEEE TRANSACTIONS ON MULTIMEDIA, v. 18, n. 4 (2016), p. 659-673. - DOI: 10.1109/TMM.2016.2522763
  • Dan, Xu; Song, Jingkuan; Alameda-Pineda, Xavier; Ricci, Elisa; Sebe, Nicu, "Multi-Paced Dictionary Learning for cross-domain retrieval and recognition" in Proceedings - International Conference on Pattern Recognition, Piscataway, NJ: Institute of Electrical and Electronics Engineers Inc., 2016, p. 3228-3233. - (INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION). - ISBN: 9781509048472. Proceedings of: 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun Center, mex, 2016. - URL: http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000545 . - DOI: 10.1109/ICPR.2016.7900132
  • Song, J.; Gao, L.; Nie, F.; Shen, H.T.; Yan, Y.; Sebe, N., "Optimized graph learning using partial tags and multiple features for image and video annotation" in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. 25, n. 11 (2016), p. 4999-5011. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84991618952&doi=10.1109%2fTIP.2016.2601260&partnerID=40&md5=dc810f8a0430ff24d7bca39a456c308c . - DOI: 10.1109/TIP.2016.2601260
  • Nie, L.; Hong, R.; Zhang, L.; Xia, Y.; Tao, D.; Sebe, N., "Perceptual Attributes Optimization for Multivideo Summarization" in IEEE TRANSACTIONS ON CYBERNETICS, v. 46, 2016, n. 12 (2016), p. 2991-3003. - URL: http://apps.webofknowledge.com.ezp.biblio.unitn.it/full_record.do?product=WOS&search_mode=AuthorFinder&qid=1&SID=W2fihyZ2vaTeFHgP9yN&page=1&doc=1 . - DOI: 10.1109/TCYB.2015.2493558
  • Alameda Pineda, Xavier; Ricci, Elisa; Yan, Yan; Sebe, Niculae, "Recognizing emotions from abstract paintings using non-linear matrix completion" in IEEE Conference on Computer Vision and Pattern Recognition (CVPR’16), n: IEEE Computer Society, 2016, p. 5240-5248. Proceedings of: c, Las Vegas, june 2016. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84986253871&partnerID=40&md5=196d1a73e198b57624521472e7b6c606
  • Wang, W.; Cui, Z.; Yan, Y.; Feng, J.; Yan, S.; Shu, X.; Sebe, N., "Recurrent face aging" in IEEE Conference on Computer Vision and Pattern Recognition (CVPR’16), New York: IEEE Computer Society, 2016, p. 2378-2386. Proceedings of: CVPR, Las Vegas, june 2017. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84986305921&partnerID=40&md5=5ec23bb0f8a620c344511613020b69f1
  • Alameda-Pineda, Xavier; Staiano, Jacopo; Subramanian, Ramanathan; Batrinca, Ligia; Ricci, Elisa; Lepri, Bruno; Lanz, Oswald; Sebe, Nicu, "SALSA: A novel dataset for multimodal group behavior analysis" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 38, n. 8 (2016), p. 1707-1720. - DOI: 10.1109/TPAMI.2015.2496269
  • Tulyakov, Sergey; Alameda Pineda, Xavier; Ricci, E.; Yin, L.; Cohn, J. F.; Sebe, Niculae, "Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions" in IEEE Conference on Computer Vision and Pattern Recognition (CVPR’16), New York: IEEE Computer Society, 2016, p. 2396-2404. Proceedings of: CVPR, Las Vegas, june 2017. - URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84986327404&partnerID=40&md5=9085782a53fecb037239945952d3b7be . - DOI: 10.1109/CVPR.2016.263
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  • A. Salah; T. Gevers; N. Sebe; A. Vinciarelli (edited by), "Human Behavior Understanding: First International Workshop, HBU 2010, Istanbul, Turkey, August 22, 2010, Proceedings", Heidelberg: Springer, 2010, 173 p. - (LNCS). - ISBN: 9783642147142
  • Sebe, Niculae, "Human-centered Computing" in H. Nakashima, H. Aghajan, J.C. Augusto (edited by), Handbook of Ambient Intelligence and Smart Environments, Heidelberg: Springer-Verlag, 2010, p. 349-370. - ISBN: 9780387938073
  • Wang, M.; Sebe, Niculae; Mei, T.; Li, J.; Aizawa, K., "Large-scale image and video search: Challenges, technologies, and trends" in JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 21, n. 8 (2010), p. 771-772
  • H. Katti; R. Subramanian; M. Kankanhalli; T-S. Chua; N. Sebe; K. Ramakrishnan, "Making computers look the way we look: exploiting visual attention for image understanding" in Proceedings of the international conference on Multimedia, New York: ACM, 2010, p. 667-670. - ISBN: 9781605589336. Proceedings of: MM'10, Florence, 25th-29th October 2010. - DOI: 10.1145/1873951.1874047
  • X. Li; X. Gao; N. Sebe (edited by), "Proceedings of the 9th ACM International Conference on Image and Video Retrieval", by X. Li, X. Gao, N. Sebe, New York: ACM (Association for Computing Machinery) Press, 2010. - ISBN: 9781450301176
  • R. Subramanian; J. Staiano; K. Kalimeri; F. Pianesi; N. Sebe, "Putting the pieces together: multimodal analysis of social attention in meetings" in Proceedings of the international conference on Multimedia, New York: ACM, 2010, p. 659-662. Proceedings of: MM'10, Florence, 25th-29th October 2010. - DOI: 10.1145/1873951.1874045
  • R. Valenti; N. Sebe; A. Jaimes, "Sonify Your Face: Facial Expressions for Sound Generation" in Proceedings of the international conference on Multimedia, New York: ACM, 2010, p. 1363-1372. Proceedings of: MM'10, Firenze, 25th-29th October 2010. - DOI: 10.1145/1873951.1874219
  • Sebe, Niculae; Aghajan, H.; Huang, T.; Magnenat Thalmann, N.; Shan, C., "Special Issue on Multimodal Affective Interaction" in IEEE TRANSACTIONS ON MULTIMEDIA, v. vol. 12, n. no. 6 (2010), p. 477-480. - DOI: 10.1109/TMM.2010.2052315
  • J. Stottinger; B. Tudor Goras; T. Pontiz; A. Hanbury; N. Sebe; T. Gevers, "Systematic Evaluation of Spatio-temporal Features onComparative Video Challenges" in Computer Vision - ACCV 2010 Workshops Computer Vision - ACCV 2010 Workshops, Heidelberg: Springer, 2010, p. 349-358. - (LNCS). - ISBN: 9783642228216. Proceedings of: VECTAR, Queenstown, 9th novemberer 2010
  • M. Cristani; A. Pesarin; C. Drioli; V. Murino; A. Roda; M. Grapulin; N. Sebe, "Toward an automatically generated soundtrack from low-level cross-modal correlations for automotive scenarios" in Proceedings of the international conference on Multimedia, New York: ACM, 2010, p. 551-560. - ISBN: 9781605589336. Proceedings of: MM'10, Firenze, 25th-29th October 2010. - DOI: 10.1145/1873951.1874024
  • R. Valenti; A. Lablack; N. Sebe; C. Djeraba; T. Gevers, "Visual Gaze Estimation by Joint Head and Eye Information" in Proceedings of the 2010 20th International Conference on Pattern Recognition, Washington DC: IEEE Computer Society, 2010, p. 3870-3873. - ISBN: 9781424475421. Proceedings of: ICPR 2010, Istanbul, 23rd-26th August 2010. - DOI: 10.1109/ICPR.2010.1160
  • H. Joho; J.M. Jose; R. Valenti; N. Sebe, "Exploiting Facial Expressions for Affective Video Summarisation" in ACM International Conference on Image and Video Retrieval CIVR 09, New York: ACM, 2009, p. 0-8. Proceedings of: CIVR, Santorini, July 2009. - DOI: 10.1145/1646396.1646435
  • N. Sebe; A. Jaimes, "Human-centered Computing: Application to Multimedia" in L. Liu, T. Ozsu (edited by), Encyclopedia of Database Systems, HEIDELBERG: Springer Verlag, 2009, p. 1323-1326. - ISBN: 9780387496160
  • Valenti, R.; Sebe, Niculae; Gevers, T., "Image Saliency by Isocentric Curvedness and Color" in 2009 IEEE. 12th International Conference on Computer Vision, Los Alamitos: IEEE, 2009, p. 2185-2192. - ISBN: 9781424444205. Proceedings of: ICCV, Kyoto, 29th september- 2nd october 2009. - DOI: 10.1109/ICCV.2009.5459240
  • Valenti, R.; Sebe, Niculae; Gevers, T., "Isocentric Color Saliency in Images" in 16th IEEE International Conference on Image Processing (ICIP), Los Alamitos: IEEE, 2009, p. 993-996. - ISBN: 9781424456536. Proceedings of: ICIP, Cairo, 7th-9th november. - DOI: 10.1109/ICIP.2009.5413810
  • Stöttinger, J.; Hanbury, A.; Gevers, T.; Sebe, Niculae, "Lonely but Attractive: Sparse Color Salient Points for Object Retrieval and Categorization" in Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. IEEE Computer Society Conference, Los Alamitos: IEEE, 2009, p. 1-8. - ISBN: 9781424439942. Proceedings of: IEEE Workshop on Feature Detectors and Descriptors: The State of the Art and Beyond, Miami, FL, 20th-25th June 2009. - DOI: 10.1109/CVPRW.2009.5204286
  • Sebe, Niculae, "Multimodal Interfaces: Challenges and Perspectives" in JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, v. 1, n. 1 (2009), p. 23-30
  • I. Patras; N. Sebe (edited by), "Proceedings of the 10th International Workshop on Image analysis for Multimedia Interactive services (WIAMIS)", by I. Patras, N. Sebe, Los Alamitos: IEEE, 2009. - ISBN: 9781424436101. - DOI: 10.1109/WIAMIS.2009.5031415
  • Said, C.; Sebe, Niculae; Todorov, A., "Structural Resemblance to Emotional Expressions Predicts Evaluation of Emotionally Neutral Faces" in EMOTION, v. 9, n. 2 (2009), p. 260-264
  • J. Stöttinger; J. Banova; T. Ponitz; N. Sebe; A. Hanbury, "Translating Journalists’s Requirements into Features for Image Search" in VSMM 09, Proceedings of the 2009. 15th International Conference on Virtual Systems and Multimedia, Los Alamitos: IEEE Computer Society, 2009, p. 149-153. - ISBN: 9780769537900. Proceedings of: VSMM, Vienna, September. - DOI: 10.1109/VSMM 2009.28
  • Valenti, R.; Staiano, J.; Sebe, Niculae; Gevers, T., "Webcam-based Visual Gaze Estimation" in Image Analysis and Processing - ICIAP 2009, Los Alamitos: Lecture Notes in Computer Science, 2009, p. 662-671. Proceedings of: ICIAP, Vietri sul Mare, September. - DOI: 10.1007/978-3-642-04146-4_71
  • S. Levialdi; A. Malizia; T. Onorati; E. Sangineto; N. Sebe, "Detecting Attention through Telepresence" in 10th Annual International Workshop on Presence, New York: ACM, 2008, p. 0-8. Proceedings of: 10th Annual International Workshop on Presence, Barcelona, October
  • Yu, J.; Amores, J.; Sebe, Niculae; Radeva, P.; Tian, Q., "Distance Learning for Similarity Estimation" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 30, n. 3 (2008), p. 451-462
  • V. Yanulevskaya; J. C. van Gemert; K. Roth; A.K. Herbold; N. Sebe; J. M. Geusebroek, "Emotional Valence Categorization Using Holistic Image Features" in 15th IEEE International Conference on Image Processing, Los Alamitos: IEEE, 2008, p. 101-104. - ISBN: 9781424417650. Proceedings of: ICIP, San Diego, October. - DOI: 10.1109/ICIP.2008.4711701
  • Valenti, R.; Jaimes, A.; Sebe, Niculae, "Facial Expression Recognition as A Creative Interface" in IUI '08 Proceedings of the 13th international conference on Intelligent user interfaces, New York: ACM, 2008, p. 433-434. Proceedings of: IUI, Grand Canaria, January
  • R. Valenti; N. Sebe; T. Gevers, "Facial Feature Detection Using a Virtual Structuring Element" in Proc. SPIE 6820, Multimedia Content Access: Algorithms and Systems II, San Jose, CA: SPIE, 2008, p. 0-8. - ISBN: 9780819469922. Proceedings of: Electronic Imaging, San Jose, January. - DOI: 10.1117/12.761975
  • R. Valenti, N. Sebe; T. Gevers; I. Cohen, "Machine Learning Techniques for Face Analysis" in M. Cord, P. Cunningham (edited by), Machine Learning Techniques for Multimedia Content, HEIDELBERG: Springer Verlag, 2008, p. 159-188. - ISBN: 9783540751700
  • N. Sebe; M. Pantic; T. Huang; J. Cohn (edited by), "Proceedings of the 8th IEEE international Conference on Automatic Face and Gesture Recognition", by N. Sebe, M. Pantic, T. Huang, J. Cohn, Los Alamitos: IEEE, 2008. - ISBN: 9781424421541. - DOI: 10.1109/AFGR.2008.4813302
  • Sebe, Niculae; Tian, Q.; Lew, M. S.; Huang, T. S., "Similarity Matching in Computer Vision and Multimedia" in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 110, n. 3 (2008), p. 309-311
  • R. Valenti; N. Sebe; T. Gevers, "Simple and efficient visual gaze estimation" in Proceedings of the Workshop on Multimodal Interactions Analysis of Users a Controlled Environment, New York: ACM, 2008, p. 0-8. Proceedings of: Workshop on Multimodal Interactions Analysis of Users a Controlled Environment, Chania, Greece, October
  • Sebe, Niculae; Lew, M. S.; Cohen, I.; Sun, Y.; Huang, T. S., "Authentic Facial Expression Analysis" in IMAGE AND VISION COMPUTING, v. 25, n. 12 (2007), p. 1856-1863
  • Amores, J.; Sebe, Niculae; Radeva, P., "Class-specific Binary Correlograms for Object Recognition" in British Machine Vision Conference, Heidelberg: Springer, 2007, p. 0-8. Proceedings of: BMVC, Warwick, September
  • N. SEBE; M. LEW; T. S. HUANG; E. BAKKER (edited by), "Computer Vision in Human-Computer Interaction", by N. Sebe, M. Lew, T. S. Huang, E. Bakker, HEIDELBERG: Lecture Notes in Computer Science, Springer Verlag, 2007. - ISBN: 9783540757726
  • Amores, J.; Sebe, Niculae; Radeva, P., "Context-Based Object-Class Recognition and Retrieval by Generalized Correlograms" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 29, n. 10 (2007), p. 1818-1833
  • Everts, I.; Sebe, Niculae; Jones, G., "Cooperative Object Tracking with Multiple PTZ Cameras" in ICIAP, Los Alamitos: IEEE, 2007, p. 0-8. Proceedings of: ICIAP, Modena, September
  • J. Stöttinger; A. Hanbury; N. Sebe; T. Gevers, "Do Color Interest Points Improve Image Retrieval?" in Proceedings of the IEEE International Conference on Image Processing, Los Alamitos: IEEE, 2007, p. 0-4. Proceedings of: ICIP, San Antonio, September
  • Valenti, R.; Sebe, Niculae; Gevers, T., "Facial Expression Recognition: A Fully Integrated Approach" in International Workshop on Visual and Multimedia Digital Libraries, Los Alamitos: IEEE, 2007, p. 0-8. Proceedings of: MDL, Modena, September
  • Jaimes, A.; GATICA PEREZ, D.; Sebe, Niculae; Huang, T. S., "Human-centered Computing: Towards a Human Revolution" in COMPUTER, v. 40, n. 5 (2007), p. 30-34
  • Lew, M.; Bakker, E.; Sebe, Niculae; Huang, T. S., "Human-computer Intelligent Interaction: A Survey" in HCI'07 Proceedings of the 2007 IEEE international conference on Human-computer interaction, Berlin, Heidelberg: Springer-Verlag, 2007, p. 1-5. - ISBN: 9783540757726. Proceedings of: IEEE International Workshop on Human-computer Interaction, Rio de Janeiro, October
  • Yu, J.; Lu, Y.; Xu, Y.; Sebe, Niculae; Tian, Q., "Integrating Relevance Feedback in Boosting for Content-Based Image Retrieval" in International Conference on Acoustics, Speech, and Signal Processing, Los Alamitos: IEEE, 2007, p. 0-8. Proceedings of: ICASSP, Honolulu, April
  • J. Stöttinger; N. Sebe; T. Gevers; A. Hanbury, "Interest Points for Image Retrieval" in Computer Vision Winter Workshop, Heidelberg: Springer, 2007, p. 0-8. Proceedings of: Computer Vision Winter Workshop, St. Lambrecht, February
  • Hanjalic, A.; Sebe, Niculae; Schettini, R. (edited by), "Multimedia Content Access: Algorithms and Systems", by A. Hanjalic, N. Sebe, R. Schettini, SAN JOSE: SPIE, 2007
  • Sebe, Niculae; Liu, Y.; Zhuang, Y.; Huang, T. S. (edited by), "Multimedia Content Analysis and Mining", by N. Sebe, Y. Liu, Y. Zhuang, T. S. Huang, HEIDELBERG: Lecture Notes in Computer Science, Springer Verlag, 2007. - ISBN: 9783540734161
  • Jaimes, A.; Sebe, Niculae, "Multimodal Human-computer Interaction: A Survey" in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 108, n. 1-2 (2007), p. 116-134
  • N. Sebe; Q. Tian, "Personalized Multimedia Retrieval: The New Trend" in MIR '07 Proceedings of the international workshop on Workshop on multimedia information retrieval, New York: ACM, 2007, p. 299-306. - ISBN: 9781595937780. Proceedings of: MIR, Augsburg, September. - DOI: 10.1145/1290082.1290124
  • R. Lienhart; A. Prasad; A. Hanjalic; S. Choi; B. Bailey; N. Sebe (edited by), "Proceedings of the 15th ACM International Conference on Multimedia", by R. Lienhart, A. Prasad, A. Hanjalic, S. Choi, B. Bailey, N. Sebe, New York: ACM (Association for Computing Machinery) Press, 2007. - ISBN: 9781595937025
  • Sebe, Niculae; Worring, M. (edited by), "Proceedings of the 6th ACM International Conference on Image and Video Retrieval", by N. Sebe, M. Worring, New York: ACM (Association for Computing Machinery) Press, 2007. - ISBN: 9781595937339
  • Lew, M. S.; Sebe, Niculae; Huang, AND T. S., "The Age of Human Computer Interaction" in IMAGE AND VISION COMPUTING, v. 25, n. 12 (2007), p. 1833-1835
  • Y. Lu; J. Yu; N. Sebe; Q. Tian, "Two-dimension Adaptive Discriminant Analysis" in International Conference on Acoustics, Speech, and Signal Processing, Los Alamitos: IEEE, 2007, p. 0-8. Proceedings of: ICASSP, Honolulu, April
  • Yu, J.; Amores, J.; Sebe, Niculae; Tian, Q., "A New Study on Distance Metrics as Similarity Measurement" in IEEE International Conference on Multimedia and Expo, Los Alamitos: IEEE, 2006. Proceedings of: ICME 2006, Toronto, July 2006
  • Amores, J.; Sebe, Niculae; Radeva, AND P., "Boosting the distance estimation" in PATTERN RECOGNITION LETTERS, v. 27, (2006), p. 201-209
  • Huang, T. S.; Sebe, Niculae; Lew, M. S.; Pavlovic, V.; Kolsch, M.; Galata, A.; Kisacanin, B. (edited by), "Computer Vision in Human-Computer Interaction", by T. S. Huang, N. Sebe, M. S. Lew, V. Pavlovic, M. Kolsch, A. Galata, B. Kisacanin, HEIDELBERG: Lecture notes in computer Science, Springer Verlag, 2006. - ISBN: 9783540342021
  • Sebe, Niculae; Gevers, T.; van de Weijer, J.; Dijkstra, S., "Corners detectors for affine invariant salient regions: Is color Important?" in International Conference on Image and Video Retrieval, Heidelberg: Springer, 2006. Proceedings of: CIVR, Tempe, Arizona, July 2006
  • Sebe, Niculae; Cohen, I.; Gevers, T.; Huang, T., "Emotion Recognition Based on Joint Visual and Audio Cues" in International Conference on Pattern Recognition, Los Alamitos: IEEE, 2006, p. 0-4. Proceedings of: ICPR, Hong Kong, August
  • Sebe, Niculae; Gevers, T.; Dijkstra, S.; van de Weijer, J., "Evaluation of intensity and color corner detectors for affine invariant salient regions" in Beyond Patches Workshop, Los Alamitos: IEEE, 2006. Proceedings of: Beyond Patches Workshop, in conjunction with IEEE International Conference on Computer Vision and Pattern Recognition, New York, 17-22 June 2006
  • Jaimes, A.; Sebe, Niculae; GATICA PEREZ, D., "Human-Centered Computing: A Multimedia Perspective" in ACM Multimedia, New York: ACM, 2006, p. 855-864. Proceedings of: ACM MM, Santa Barbara, October
  • Chang, E.; Hanjalic, A.; Sebe, Niculae (edited by), "Multimedia Content Analysis, Management, and Retrieval", by E. Chang, A. Hanjalic, N. Sebe, SAN JOSE: SPIE, 2006
  • Hanjalic, A.; Sebe, Niculae; Chang, E., "Multimedia Content Analysis, Management, and Retrieval: Trends and Challenges" in Electronic Imaging, San Francisco: SPIE, 2006. Proceedings of: Electronic Imaging, SPIE, San Jose, January 2006
  • Lew, M. S.; Sebe, Niculae; Djeraba, C.; Jain, R., "Multimedia Information Retrieval: State of the Art and Challenges" in ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, v. 2, (2006), p. 1-19
  • J. YU; J. AMORES; N. SEBE; Q. TIAN, "Similarity Matching in Content-based Retrieval" in Advances in Imaging and Electron Physics, Elsevier: Elsevier, 2006, p. 291-316
  • Sun, Y.; Sebe, Niculae; Mercera, M.; Gevers, T., "The Role of Featural and Configural Information in Face Classification: A Simulation of the Expertise Hypothesis" in International Conference on Pattern Recognition, New York: IEEE, 2006, p. 1-5. Proceedings of: ICPR, Hong Kong, August
  • Yu, J.; Amores, J.; Sebe, Niculae; Tian, Q., "Toward Robust Distance Metric Analysis for Similarity Estimation" in IEEE International Conference on Computer Vision and Pattern Recognition, Los Alamitos: IEEE, 2006. Proceedings of: CVPR, New York, 17-22 June 2006
  • Jaimes, A.; Nagamine, T.; Liu, J.; Omura, K.; Sebe, Niculae, "Affective Meeting Video Analysis" in IEEE International Conference on Multimedia and Expo, New York: ieee, 2005, p. 1-5. Proceedings of: ICME, Amsterdam, August
  • Pantic, M.; Sebe, Niculae; Cohn, J.; Huang, T. S., "Affective Multimodal Human-Computer Interaction" in ACM Multimedia, New York: ACM, 2005, p. 669-676. Proceedings of: ACM MM, Singapore, October
  • N. Sebe; E. Bakker; I. Cohen; T. Gevers; T.S. Huang, "Bimodal Emotion Recognition" in International Conference on Methods and Techniques in Behavioral Research, Nijmegen: Kluwer, 2005. Proceedings of: International Conference on Methods and Techniques in Behavioral Research, Nijmengen, August 2005
  • Sebe, Niculae; Lew, M. S.; Huang, T. S. (edited by), "Computer Vision in Human-Computer Interaction", by N. Sebe, M. S. Lew, T. S. Huang, HEIDELBERG: Lecture Notes in Computer Science, Springer Velag, 2005. - ISBN: 9783540296201
  • Amores, J.; Sebe, Niculae; Radeva, P., "Efficient Object-class Recognition by Boosting Contextual Information" in Iberian Conference on Pattern Recognition and Image Analysis, Heidelberg: Springer, 2005. Proceedings of: Iberian Conference on Pattern Recognition and Image Analysis, Sevilla, June
  • Amores, J.; Sebe, Niculae; Radeva, P., "Fast Spatial Pattern Discovery Integrating Boosting with Constellations of Contextual Descriptors" in IEEE Conference on Computer Vision and Pattern Recognition, Los Alamitos: IEEE, 2005. Proceedings of: IEEE Conference on Computer Vision and Pattern Recognition, San Diego, June
  • Huijsmans, D. P.; Sebe, Niculae, "How to Complete Performance Graphs in Content-Based Image Retrieval: Add Generality and Normalize Scope" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 27, (2005), p. 245-251
  • Sebe, Niculae; Cohen, I.; Huang, T. S.; Gevers, T., "Human-Computer Interaction: A Bayesian Network Approach" in IEEE International Symposium on Signals, Circuits and Systems, Los Alamitos: IEEE, 2005. Proceedings of: IEEE International Symposium on Signals, Circuits and Systems, Iasi, Romania, July
  • Sebe, Niculae; Cohen, I.; Cozman, F. G.; Huang, T. S., "Learning Probabilistic Classifiers for Human-computer Interaction" in MULTIMEDIA SYSTEMS, v. 10, (2005), p. 484-498
  • N. SEBE; I. COHEN; A. GARG; T.S. HUANG, Machine Learning in Computer Vision, HEIDELBERG: Springer Verlag, 2005. - ISBN: 9781402032745
  • Sebe, Niculae; Cohen, I.; Gevers, T.; Huang, T. S., "Multimodal Approaches for Emotion Recognition" in Proceedings of the Internet Imaging VI, SPIE’05, San Francisco: SPIE, 2005. Proceedings of: Internet Imaging VI, SPIE’05, San Jose, January
  • Sebe, Niculae; Cohen, I.; Huang, T. S., "Multimodal Emotion Recognition" in C.H. Chen, P.S.P. Wang (edited by), Handbook of Pattern Recognition and Computer Vision, New Jersey: World Scientific, 2005, p. 387-410. - ISBN: 9789812561053
  • Jaimes, A.; Sebe, Niculae, "Multimodal Human Computer Interaction: A Survey" in IEEE International Workshop on Human-computer Interaction, Los Alamitos: IEEE, 2005. Proceedings of: IEEE International Workshop on Human-computer Interaction, Beijing, China, October 21, 2005
  • Su, K.; Tian, Q.; Xue, Q.; Sebe, Niculae; Ma, J., "Neighborhood Issues in Single-frame Image Super-resolution" in IEEE International Conference on Multimedia and Expo, Los Alamitos: IEEE, 2005. Proceedings of: IEEE International Conference on Multimedia and Expo, Amsterdam, NL, July 6-8
  • N. Sebe; I. Cohen; T. S. Huang; T. Gevers, "Semi-supervised Face Detection" in IEEE Workshop on Learning in Computer Vision and Pattern Recognition, Los Alamitos: IEEE, 2005. Proceedings of: IEEE Workshop on Learning in Computer Vision and Pattern Recognition, San Diego, June
  • Djeraba, C.; Sebe, Niculae; Lew, M. S., "Systems and Architectures for Multimedia Information Retrieval" in MULTIMEDIA SYSTEMS, v. 10, (2005), p. 457-463
  • Sebe, Niculae; Huijsmans, D. P.; Tian, Q.; Gevers, T., "Toward Complete Performance Characterization in Content-based Retrieval" in Proceedings of the Internet Imaging VI, SPIE’05, San Francisco: SPIE, 2005. Proceedings of: Proceedings of the Internet Imaging VI, SPIE’05, San Jose, January
  • Zhang, L.; Tian, Q.; Sebe, Niculae; Ma, J., "Video Object Boundary Reconstruction by 2- pass Voting" in IEEE International Conference on Multimedia and Expo, Los Alamitos: IEEE, 2005. Proceedings of: IEEE International Conference on Multimedia and Expo, Amsterdam, NL, July 6-8
  • Q. Tian; N. Sebe; J. Yu; Q. Xue, "A New Analysis of the Value of Unlabeled Data in Semisupervised Learning for Image Retrieval" in Proceedings of the IEEE International Conference on Multimedia and Expo, Los Alamitos: IEEE, 2004. Proceedings of: IEEE International Conference on Multimedia and Expo, Taipei, Taiwan, June
  • Sun, Y.; Sebe, Niculae; Lew, M. S.; Gevers, T., "Authentic Emotion Detection in Real-time Video" in Proceedings of the International Workshop on Human-computer Interaction, Heidelberg: Springer, 2004. Proceedings of: International Workshop on Human-computer Interaction, Prague, May
  • Sebe, Niculae; Lew, M. S.; Cohen, I.; Sun, Y.; Gevers, T.; Huang, T. S., "Authentic Facial Expression Analysis" in Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, Los Alamitos: IEEE, 2004. Proceedings of: IEEE International Conference on Automatic Face and Gesture Recognition, Seoul, Korea, May
  • J. Amores; N. Sebe; P. Radeva; T. Gevers; A. Smeulders, "Boosting Conceptual Information in Content-based Image Retrieval" in Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, New York: ACM, 2004. Proceedings of: ACM SIGMM International Workshop on Multimedia Information Retrieval, New York, October
  • Sebe, Niculae; Huijsmans, D. P.; Tian, Q.; Gevers, T., "Complete Performance Graphs in Probabilistic Information Retrieval" in Proceedings of the Pacific-Rim Conference on Multimedia, Heidelberg: Springer, 2004. Proceedings of: Pacific-Rim Conference on Multimedia, Tokyo, December
  • N. SEBE; M. S. LEW; T. S. HUANG (edited by), "Computer Vision in Human-Computer Interaction", by N. Sebe, M. S. Lew, T. S. Huang, HEIDELBERG: Lecture Notes in Computer Science, Springer Verlag, 2004. - ISBN: 9783540220121
  • Tian, Q.; Xue, Q.; Sebe, Niculae; Huang, T. S., "Error Metric and Its Applications" in Proceedings of the Internet Multimedia Management Systems V, San Francisco: SPIE, 2004. Proceedings of: Internet Multimedia Management Systems V, SPIE East, Philadelphia, October
  • N. SEBE; M. S. LEW; C. DJERABA (edited by), "Multimedia Information Retrieval", by N. Sebe, M. S. Lew, C. Djeraba, NEW YORK: ACM, 2004. - ISBN: 9781581139402
  • Tian, Q.; Yu, J.; Xue, Q.; Sebe, Niculae; Huang, T. S., "Robust Error Metric Analysis for Noise Estimation in Image Indexing" in Proceedings of the International Workshop on Multimedia Data and Document Engineering, Los Alamitos: IEEE, 2004. Proceedings of: International Workshop on Multimedia Data and Document Engineering, Washington, July
  • Cohen, I.; Cozman, F. G.; Sebe, Niculae; Cirelo, M.; Huang, T. S., "Semi-supervised Learning of Classifiers: Theory, Algorithms and Their Applications to Human-Computer Interaction" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 26, (2004), p. 1553-1567
  • Sebe, Niculae; Cohen, I.; Gevers, T.; Huang, T. S., "Skin Detection: A Bayesian Network Approach" in Proceedings of the International Conference on Pattern Recognition, Los Alamitos: IEEE, 2004. Proceedings of: International Conference on Pattern Recognition, Cambridge, UK, August
  • Sebe, Niculae; Lew, M. S.; Huang, T. S., "The State-of-the-art in Human-computer Interaction" in Proceedings of the International Workshop on Human-computer Interaction, Heidelberg: Spriger, 2004. Proceedings of: International Workshop on Human-computer Interaction, Prague, May
  • Tian, Q.; Sebe, Niculae; Xue, Q.; Yu, J.; Huang, T. S., "Toward an Improved Error Metric" in Proceedings of the International Conference on Image Processing, Los Alamitos: IEEE, 2004. Proceedings of: International Conference on Image Processing, Singapore, October
  • Sebe, Niculae; Sun, Y.; Bakker, E.; Lew, M. S.; Cohen, I.; Huang, T. S., "Towards Authentic Emotion Recognition" in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Los Alamitos: IEEE, 2004. Proceedings of: IEEE International Conference on Systems, Man, and Cybernetics, The Hague, October
  • Sebe, Niculae; Lew, M. S., "Comparing Salient Points Detectors" in PATTERN RECOGNITION LETTERS, v. 24, (2003), p. 89-96
  • Huijsmans, D. P.; Sebe, Niculae, "Content-based Indexing Performance: A Class Size Normalized Precision, Recall, Generality Evaluation" in Proceedings of the IEEE International Conference on Image Processing, Los Alamitos: IEEE, 2003. Proceedings of: IEEE International Conference on Image Processing, Barcelona, September
  • N. Sebe; I. Cohen; M. S. Lew; T. S. Huang, "Evaluation of Expression RecognitionTechniques" in Proceedings of the International Conference on Image and Video Retrieval, Heidelberg: Springer, 2003. Proceedings of: International Conference on Image and Video Retrieval, Urbana-Champaign, July
  • Sebe, Niculae; Tian, Q.; Loupias, E.; Lew, M. S.; Huang, T. S., "Evaluation of Salient Point Techniques" in IMAGE AND VISION COMPUTING, v. 21, (2003), p. 1087-1095
  • Cohen, I.; Sebe, Niculae; Chen, L.; Garg, A.; Huang, T. S., "Facial Expression Recognition from Video Sequences: Temporal and Static Modeling" in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 91, (2003), p. 160-187
  • E. BAKKER; T. S. HUANG; M. S. LEW; N. SEBE; X. ZHOU (edited by), "Image and Video Retrieval", by E. Bakker, T. S. Huang, M. S. Lew, N. Sebe, X. Zhou, HEIDELBERG: Lecture Notes in Computer Science, Springer Verlag, 2003. - ISBN: 9783540406341
  • Cohen, I.; Sebe, Niculae; Cozman, F.; Cirello, M.; Huang, T. S., "Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data" in Proceedings of the 21st IEEE Conference on Computer Vision and Pattern Recognition, Los Alamitos: IEEE, 2003. Proceedings of: IEEE Conference on Computer Vision and Pattern Recognition, Madison, June
  • Sebe, Niculae; Lew, M. S.; Djeraba, AND C.; Boll, S. (edited by), "Multimedia Information Retrieval", by N. Sebe, M. S. Lew, C. And Djeraba, S. Boll, NEW YORK: ACM, 2003. - ISBN: 9781581137781
  • N. SEBE; M.S. LEW, Robust Computer Vision: Theory and Applications, DORDRECHT: Kluwer Academic Publishers, 2003. - ISBN: 9781402012938
  • I. Cohen; N. Sebe; F. G. Cozman; T. S. Huang, "Semi-supervised Learning for Facial Expression Recognition" in Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, New York: ACM, 2003. Proceedings of: 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, Berkeley, CA, November
  • Sebe, Niculae; Lew, M. S.; Zhou, X.; Huang, T. S.; Bakker, E., "The State of the Art in Image and Video Retrieval" in Proceedings of the International Conference on Image and Video Retrieval, Heidelberg: Springer, 2003. Proceedings of: International Conference on Image and Video Retrieval, Urbana-Champaign, July
  • Sebe, Niculae; Lew, M. S.; Smeulders, A., "Video Retrieval and Summarization" in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 92, (2003), p. 141-146
  • Sebe, Niculae; Lamba, C.; Lew, M. S., "An Overcomplete Discrete Wavelet Transform for Video Compression" in Proceedings of the IEEE International Conference on Multimedia and Expo, Los Alamitos: IEEE, 2002. Proceedings of: IEEE International Conference on Multimedia and Expo, Laussane, August
  • Lew, M. S.; Sebe, Niculae; Eakins, J. P., "Challenges of Image and Video Retrieval" in Proceedings of the International Conference on Image and Video Retrieval, Heidelberg: Springer, 2002. Proceedings of: International Conference on Image and Video Retrieval, London, July
  • Visser, R.; Sebe, Niculae; Lew, M. S., "Detecting Automobiles and People for Semantic Video Retrieval" in Proceedings of 16th International Conference on Pattern Recognition, Los Alamitos: IEEE, 2002. Proceedings of: International Conference on Pattern Recognition, Quebec City, August
  • Sebe, Niculae; Cohen, I.; Garg, A.; Lew, M. S.; Huang, T. S., "Emotion Recognition Using a Cauchy Naïve Bayes Classifier" in Proceedings of 16th International Conference on Pattern Recognition, Los Alamitos: IEEE, 2002. Proceedings of: International Conference on Pattern Recognition, Quebec City, August
  • Sebe, Niculae; Tian, Q.; Loupias, E.; Lew, M. S.; Huang, T. S., "Evaluation of Salient Points Techniques" in Proceedings of the International Conference on Image and Video Retrieval, Heidelberg: Springer, 2002. Proceedings of: IEEE International Conference on Multimedia and Expo, London, July
  • Cohen, I.; Sebe, Niculae; Garg, A.; Lew, M. S.; Huang, T. S., "Facial Expression Recognition from Video Sequences" in Proceedings of the IEEE International Conference on Multimedia and Expo, Los Alamitos: IEEE, 2002. Proceedings of: IEEE International Conference on Multimedia and Expo, Laussane, August
  • Lew, M. S.; Sebe, Niculae; Eakins, J. P. (edited by), "Image and Video Retrieval", by M. S. Lew, N. Sebe, J. P. Eakins, HEIDELBERG: Lecture Notes in Computer Science, Springer Verlag, 2002. - ISBN: 9783540438991
  • N. Sebe; M. S. Lew, "Maximum Likelihood Shape Matching" in Proceedings of the 5th Asian Conference on Computer Vision, Heidelberg: Springer, 2002. Proceedings of: Asian Conference on Computer Vision, Melbourne, January
  • Visser, R.; Sebe, Niculae; Bakker, E. M., "Object Recognition for Video Retrieval" in Proceedings of the International Conference on Image and Video Retrieval, Heidelberg: Springer, 2002. Proceedings of: International Conference on Image and Video Retrieval, London, July
  • Sebe, Niculae; Lew, M. S., "Robust Shape Matching" in Proceedings of the International Conference on Image and Video Retrieval, Heidelberg: Springer, 2002. Proceedings of: International Conference on Image and Video Retrieval, London, July
  • Sebe, Niculae; Lew, M. S., "Color Based Retrieval" in PATTERN RECOGNITION LETTERS, v. 22, (2001), p. 223-230
  • Sebe, Niculae; Lew, M. S., "Comparing Salient Point Detectors" in Proceedings of the IEEE International Conference on Multimedia and Expo, Los Alamitos: IEEE, 2001. Proceedings of: IEEE International Conference on Multimedia and Expo, Tokyo, August
  • Tian, Q.; Sebe, Niculae; Loupias, E.; Lew, M. S.; Huang, T. S., "Content-Based Image Retrieval Using Wavelet-Based Salient Points" in Proceedings of 13th IS&T/SPIE Annual Symposium on Electronic Imaging - Storage and Retrieval for Media Databases, San Francisco: SPIE, 2001. Proceedings of: IS&T/SPIE Annual Symposium on Electronic Imaging - Storage and Retrieval for Media Databases, San Jose, January
  • Huijsmans, D. P.; Sebe, Niculae, "Extended Performance Graphs for Cluster Retrieval" in Proceedings of the 20th IEEE Conference on Computer Vision and Pattern Recognition, Los Alamitos: IEEE, 2001. Proceedings of: IEEE Conference on Computer Vision and Pattern Recognition, Kauai, December
  • Q. TIAN; N. SEBE; M. S. LEW; E. LOUPIAS; T. S. HUANG, "Image Retrieval Using Wavelet-based Salient Points" in ELECTRONIC IMAGING, v. 10, (2001), p. 835-849
  • N. Sebe; M. S. Lew, "Salient Points for Content-Based Retrieval" in Proceedings of the 12th British Machine Vision Conference, Heidelberg: Springer, 2001. Proceedings of: British Machine Vision Conference, Manchester, September
  • N. SEBE; M. S. LEW, "Texture Features for Content-Based Retrieval" in M.S. Lew (edited by), Principles of Visual Information Retrieval, HEIDELBERG: Springer Verlag, 2001, p. 51-86. - ISBN: 18523333812
  • M. S. LEW; N. SEBE; P. GARDNER, "Video Indexing and Understanding" in M.S. Lew (edited by), Principles of Visual Information Retrieval, HEIDELBERG: Springer Verlag, 2001, p. 163-196. - ISBN: 18523333812
  • Huijsmans, D. P.; Sebe, Niculae; Lew, M. S., "A Ground-Truth Training Set for Hierarchical Clustering in Content-Based Image Retrieval" in Proceedings of 4th International Conference on Advances in Visual Information Systems, Heidelberg: Springer, 2000. Proceedings of: International Conference on Advances in Visual Information Systems, Lyon, November
  • N. Sebe; M. S. Lew, "A Maximum Likelihood Investigation into Color Indexing" in Proceedings of the 13th Visual Interface Conference, Los Alamitos: IEEE, 2000. Proceedings of: 13th Visual Interface Conference, Montreal, May 2000
  • N. Sebe; M. S. Lew; D. P. Huijsmans, "A Maximum Likelihood Investigation into Texture Classification" in Proceedings of the 4th Asian Conference on Computer Vision, Heidelberg: Springer, 2000. Proceedings of: 4th Asian Conference on Computer Vision, Taipei, January 2000
  • Sebe, Niculae; Lew, M. S., "Color Based Retrieval and Recognition" in Proceedings of the IEEE International Conference on Multimedia and Expo, Los Alamitos: IEEE, 2000. Proceedings of: IEEE International Conference on Multimedia and Expo (ICMR), New York, August 2000
  • Sebe, Niculae; Tian, Q.; Loupias, E.; Lew, M. S.; Huang, T. S., "Color Indexing Using Wavelet-Based Salient Points" in Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries, Los Alamitos: IEEE, 2000. Proceedings of: IEEE Workshop on Content-Based Access of Image and Video Libraries, Hilton Head Island, NC, June 2000
  • Lew, M. S.; Sebe, Niculae; Huang, T. S., "Improving Visual Matching" in Proceedings of the 19th IEEE Conference on Computer Vision and Pattern Recognition, Los Alamitos: IEEE, 2000. Proceedings of: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hilton Head Island, NC, June 2000
  • Sebe, Niculae; Lew, M. S., "Maximum Likelihood Stereo Matching" in Proceedings of 15th International Conference on Pattern Recognition, Los Alamitos: IEEE, 2000. Proceedings of: International Conference on Pattern Recognition, Barcelona, September 2000
  • Sebe, Niculae; Lew, M. S.; Huijsmans, D. P., "Toward Improved Ranking Metrics" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 22, (2000), p. 1132-1141
  • Loupias, E.; Sebe, Niculae; Bres, S.; Jolion, J. M., "Wavelet-Based Salient Points for Image Retrieval" in Proceedings of the IEEE International Conference on Image Processing, Lo: IEEE, 2000. Proceedings of: IEEE International Conference on Image Processing (ICIP), Vancouver, September 2000
  • Loupias, E.; Sebe, Niculae, "Wavelet-Based Salient Points: Applications to Image Retrieval Using Color and Texture Features" in Proceedings of 4th International Conference on Advances in Visual Information Systems, Heidelberg: Springer, 2000. Proceedings of: International Conference on Advances in Visual Information Systems, Lyon, November
  • Sebe, Niculae; Lew, M. S., "Wavelet-Based Texture Classification" in Proceedings of 15th International Conference on Pattern Recognition, Los Alamitos: IEEE, 2000. Proceedings of: 15th International Conference on Pattern Recognition (ICPR), Barcelona, September 2000
  • R. Egas; D. P. Huijsmans; M. S. Lew; N. Sebe, "Adapting k-d Trees to Visual Retrieval" in Proceedings of 3rd International Conference on Visual Information and Information Systems, Heidelberg: Springer, 1999. Proceedings of: 3rd International Conference on Visual Information and Information Systems, Amsterdam, June
  • N. Sebe; M.S. Lew, "Multi-Scale Sub-Image Search" in Proceedings of the 7th ACM International Multimedia Conference, New York: ACM, 1999. Proceedings of: 7th ACM International Multimedia Conference, O, Novemver 1999
  • Sebe, Niculae; Lew, M. S., "Robust Color Indexing" in Proceedings of the 7th ACM International Multimedia Conference, New York: ACM, 1999. Proceedings of: 7th ACM International Multimedia Conference, Orlando, Novemver 1999
  • Sebe, Niculae; Lew, M. S.; Huijsmans, D. P., "Towards Optimal Ranking Metrics" in Proceedings of the International Symposium on Computer Graphics, Image Processing, and Vision, Los Alamitos: IEEE, 1998. Proceedings of: International Symposium on Computer Graphics, Image Processing, and Vision, Rio de Janeiro, October
  • N. Sebe; M. S. Lew; D. P. Huijsmans, "Which Ranking Metric Is Optimal? - With Applications in Image Retrieval and Stereo Matching" in Proceedings of 14th International Conference on Pattern Recognition, Los Alamitos: IEEE, 1998. Proceedings of: 14th International Conference on Pattern Recognition, Brisbane, August