Publications
Note: This publication list is not the full version only including the latest three years. We are building a database for all the publications. Please access DBLP for more years.
2016
Conferences
Journals
- SALSA: A Novel Dataset for Multimodal Group Behavior Analysis
X. Alameda-Pineda, J. Staiano, R. Subramanian, L. Batrinca, E. Ricci, B. Lepri, O. Lanz, and N. Sebe
IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI), 38(8):1706-1720, August 2016. [PDF][BibTex] - A Multi-task Learning Framework for Head Pose Estimation under Target Motion
Y. Yan, E. Ricci, R. Subramanian, G. Liu, O. Lanz, and N. Sebe
IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI), 38(6):1070-1083, June 2016. [PDF][BibTex] - Optimized Graph using Partial Tags and Multiple, Features for Image and Video Annotation
J. Song, L. Gao, F. Nie, H. T. Shen, and N. Sebe
IEEE Transactions on Image Processing (TIP), in press. [PDF][BibTex] - Category Specific Dictionary Learning for Attribute Specific Feature Selection
W. Wang, Y. Yan, S. Winkler, and N. Sebe
IEEE Transactions on Image Processing (TIP), 25(3):1465-1478, March 2016. [PDF][BibTex] - ASCERTAIN: Emotion and Personality Recognition using Commercial Sensors
R. Subramanian, J. Wache, M. K. Abadi, R. L. Vieriu, S. Winkler and N. Sebe
IEEE Transactions on Affective Computing (TAC), 25(3):1465-1478, March 2016. [PDF][BibTex][Dataset] - A Multi-task Learning Framework for Head Pose Estimation under Target Motion
Yan Yan, Elisa Ricci, Ramanathan Subramanian, Gaowen Liu, Oswald Lanz, Nicu Sebe
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), in press. [PDF][BibTex] - Event Oriented Dictionary Learning for Complex Event Detection
Yan Yan, Yi Yang, Deyu Meng, Gaowen Liu, Wei Tong, Alexander G. Hauptmann, Nicu Sebe
IEEE Transactions on Image Processing (TIP), 24(6):1867-1878, 2015. [PDF][BibTex] - Compact Image Fingerprinting via Multiple Kernel Hashing
Fuhao Zou, Yunpeng Chen, Jingkuan Song, Ke Zhou, Yang Yang, Nicu Sebe
IEEE Transactions on Multimedia (TMM), 17(7):1006-1018, 2015. [PDF][BibTex] - DECAF: MEG-based Multimodal Database for Decoding Affective Physiological Responses
Mojtaba Khomami Abadi, Ramanathan Subramanian, Seyed Mostafa Kia, Paolo Avesani, Ioannis Patras, Nicu Sebe
IEEE Transactions on Affective Computing (TAC), in press, DOI 10.1109/TAFFC.2015.2392932 [PDF][BibTex][Dataset] - A Multi-task Clustering Framework for Egocentric Daily Activity Recognition
Yan Yan, Elisa Ricci, Gaowen Liu, Nicu Sebe
IEEE Transactions on Image Processing (TIP), in press, DOI 10.1109/TIP.2015.2438540 [PDF][BibTex] - Affective Analysis of Professional and Amateur Abstract Paintings Using Statistical Analysis and Art Theory
Andreza Sartori, Victoria Yanulevskaya, Almila Akdag Salah, Jasper Uijlings, Elia Bruni, Nicu Sebe
ACM Transactions on Interactive Intelligent Systems (TIIS), in press, 2015 [PDF][BibTex]
- Semi-Supervised Feature Selection via Spline Regression for Video Semantic Recognition
Yahong Han, Yi Yang, Zhigang Ma, Yan Yan, Nicu Sebe, Xiaofang Zhou
IEEE Transactions on Neural Networks and Learning Systems （TNNLS）, 26(2):252-264, 2015. [PDF][BibTex] - Video Classification with Densely Extracted HOG/HOF/MBH Features: An Evaluation of the Accuracy/Computational Efficiency Trade-off
Jasper Uijlings, I.C. Duta, Enver Sangineto, Nicu Sebe
International Journal of Multimedia Information Retrieval, 4(1):33-44, 2015 [PDF][BibTex] - Active Domain Adaptation with Noisy Labels for Multimedia Analysis
Gaowen Liu Yan Yan, Ramanathan Subramanian, Jingkuan Song, Guoyu Lu, Nicu Sebe
World Wide Web (WWW), in press, DOI 10.1007/s11280-015-0343-3, 2015 [PDF][BibTex] - Memory Efficient Large-Scale Image-Based Localization
Guoyu Lu, Nicu Sebe, Congfu Xu, Chandra Kambhamettu
Multimedia Tools and Applications, 74(2):479-503, 2015. [PDF][BibTex] - Learning to Group Objects
Victoria Yanulevskaya, Jasper Uijlings, Nicu Sebe
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. [PDF][BibTex] - Money Walks: A Human-Centric Study on the Economics of Personal Mobile Data
Jacopo Staiano, Nuria Oliver, Bruno Lepri, Rodrigo de Oliveira, Michele Caraviello, Nicu Sebe
ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp), 2014.(Best Paper Award!!!) [PDF][BibTex] - We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer
Enver Sangineto, Gloria Zen, Elisa Ricci, Nicu Sebe
ACM Multimedia (MM), 2014. (Oral) [PDF][BibTex] - Multiple Features But Few Labels? A Symbiotic Solution Exemplified for Video Analysis
Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
ACM Multimedia (MM), 2014. (Oral) [PDF][BibTex] - You Talkin’ to Me? Recognizing Complex Human Interactions in Unconstrained Videos
Bo Zhang, Yan Yan, Nicola Conci, Nicu Sebe
- Temporal Dropout of Changes Approach to Convolutional Learning of Spatio-Temporal Features
Dubravko Culibrk, Nicu Sebe - Knowing Where I Am: Exploiting Multi-Task Learning for Multi-view Indoor Image-based Localization
Guoyu Lu, Yan Yan, Nicu Sebe, Chandra Kambhamettu
British Machine Vision Conference (BMVC), 2014. [PDF][BibTex]
- Recognizing Daily Activities from First-person Videos with Multi-task Clustering
Yan Yan, Elisa Ricci, Gaowen Liu, Nicu Sebe
Asian Conference on Computer Vision (ACCV), 2014. [PDF][BibTex] - Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition
Yan Yan, Elisa Ricci, Gaowen Liu, Ramanathan Subramanianand, Nicu Sebe
International Conference on Pattern Recognition (ICPR), 2014. (IBM Best Student Paper Awards!!!) [PDF][BibTex] - Evaluating Multi-task Learning for Multi-view Head-pose Classification in Interactive Environments
Yan Yan, Ramanathan Subramanian, Elisa Ricci, Oswald Lanz, Nicu Sebe
International Conference on Pattern Recognition (ICPR), 2014. [PDF][BibTex] - Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover’s Distance
Gloria Zen, Elisa Ricci, Nicu Sebe
International Conference on Pattern Recognition (ICPR), 2014. [PDF][BibTex] - Classifying the Emotional Valence of an Image Using Eye Movement based Features
Hamed R.-Tavakoli, Victoria Yanulevskaya, Esa Rahtu, Janne Heikkila, Nicu Sebe
International Conference on Pattern Recognition (ICPR), 2014. [PDF][BibTex] - Realtime Video Classification using Dense HOF/HOG
J.R.R. Uijlings, I.C. Duta, M. Rostamzadeh, N. Sebe
ACM International Conference on Multimedia Retrieval (ICMR), 2014. [PDF][BibTex] - The Mystery of Faces: Investigating Face Contribution for Multimedia Event Detection
Gaowen Liu, Yan Yan, Chenqiang Gao, Wei Tong, Alexander Hauptmann, Nicu Sebe
ACM International Conference on Multimedia Retrieval (ICMR), 2014. [PDF][BibTex] - Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition
Gloria Zen, Enver Sangineto, Elisa Ricci, Nicu Sebe
ACM International Conference on Multimodal Interaction (ICMI), 2014. [PDF][BibTex] - Knowledge Adaptation with Partially Shared Features for Event Detection Using Few Exemplars
Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 36(9):1789-1802, 2014. [PDF][BibTex] - Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images
Anoop Kolar Rajagopal, Ramanathan Subramanian, Elisa Ricci, Radu L. Vieriu, Oswald Lanz, Ramakrishnan Kalpathi R., Nicu Sebe
International Journal of Computer Vision (IJCV), 109(1-2):146-167, 2014. [PDF][BibTex] - Harnessing Lab Knowledge for Real-world Action Recognition
Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe, Shuicheng Yan, Alexander G. Hauptmann
International Journal of Computer Vision (IJCV), 109(1-2):60-73, 2014. [PDF][BibTex] - Multitask Linear Discriminant Analysis for View Invariant Action Recognition
Yan Yan, Elisa Ricci, Ramanathan Subramanian, Gaowen Liu, Nicu Sebe
IEEE Transactions on Image Processing (TIP), 23(12):5599-5611, 2014. [PDF][BibTex]
- Image Attribute Adaptation
Yahong Han, Yi Yang, Zhigang Ma, Haoquan Shen, Nicu Sebe, Xiaofang Zhou
IEEE Transactions on Multimedia (TMM), 16(4):1115-1126, 2014. [PDF][BibTex] - Weakly Supervised Photo Cropping
Luming Zhang, Mingli Song, Yi Yang, Qi Zhao, Chen Zhao, Nicu Sebe
IEEE Transactions on Multimedia (TMM), 16(1):94-107, 2014. [PDF][BibTex] - Emotion Modulates Eye Movement Patterns and Subsequent Memory for the Gist and Details of Movie Scenes
Ramanathan Subramanian, Divya Shankar, Nicu Sebe, David Melcher
Journal of Vision, 14(3):1-18, 2014. [PDF][BibTex] - “Faved!” Biometrics: Tell Me which Image You Like and I’ll Tell You Who You Are
Pietro Lovato, Manuele Bicego,Cristina Segalin, Alessandro Perina,Nicu Sebe, Marco Cristani
IEEE Transactions on Information Forensics and Security, 9(3):364-374, March 2014. [PDF][BibTex] - Human-Computer Interaction: Real-Time Vision Aspects of Natural User Interfaces
Zoran Zivkovic, Nicu Sebe, Hamid Aghajan, Branislav Kisacanin
International Journal of Computer Vision (IJCV), 101(3):401-402, 2013 - No Matter Where You Are: Flexible Graph-guided Multi-task Learning for Multi-view Head Pose Classification Under Target Motion
Yan Yan, Elisa Ricci, Ramanathan Subramanian, Oswald Lanz, Nicu Sebe
International Conference of Computer Vision (ICCV), 2013. [PDF][BibTex] - Feature Weighting via Optimal Thresholding for Video Analysis
Zhongwen Xu, Yi Yang, Ivor Tsang, Nicu Sebe, Alexander G. Hauptmann
International Conference of Computer Vision (ICCV), 2013. [PDF][BibTex] - Complex Event Detection via Multi-Source Video Attributes
Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [PDF][BibTex] - Time Matters! Capturing Variation in Time in Video using Fisher Kernels
Ionut Mironica, Jasper Uijlings, Negar Rostamzadeh, Bogdan Ionescu, Nicu Sebe
ACM Multimedia (MM), 2013. [PDF][BibTex] - GLocal Structural Feature Selection with Sparsity for Multimedia Data Understanding
Yan Yan, Zhongwen Xu, Gaowen Liu, Zhigang Ma, Nicu Sebe
ACM Multimedia (MM), 2013. [PDF][BibTex] - We Are Not Equally Negative: Fine-grained Labeling for Multimedia Event Detection
Zhigang Ma, Yi Yang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann
ACM Multimedia (MM), 2013. (Oral) [PDF][BibTex] - Thinking of Images as What They Are: Compound Matrix Regression for Image Classification
Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe
International Joint Conference on Artificial Intelligence (IJCAI), 2013 [PDF][BibTex]
- Fisher Kernel based Relevance Feedback for Multimodal Video Retrieval
Ionut Mironica, Bogdan Ionescu, Jasper Uijlings, Nicu Sebe
ACM International Conference on Multimedia Retrieval (ICMR), 2013 [PDF][BibTex] - User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses
Mojtaba Khomami Abadi, Seyed Mostafa Kia, Ramanathan Subramanian, Paolo Avesani, Nicu Sebe
International Conference on Affective Computing and Intelligent Interaction (ACII), 2013 [PDF][BibTex] - Multimodal Engagement Classification for Affective Cinema
Mojtaba Khomami Abadi, Jacopo Staiano, Alessandro Cappelletti, Massimo Zancanaro, Nicu Sebe
International Conference on Affective Computing and Intelligent Interaction (ACII), 2013. [PDF][BibTex] - On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions
Ramanathan Subramanian, Yan Yan, Jacopo Staiano, Oswald Lanz, Nicu Sebe
ACM International Conference on Multimodal Interaction (ICMI), 2013. [PDF][BibTex] - We Like It! Mapping Image Preferences on the Counting Grid
P. Lovato, A. Perina, D.S. Cheng, C. Segalin, N. Sebe, M. Cristani
International Conference on Image Processing (ICIP), 2013. [PDF][BibTex] - Multi-Task Linear Discriminant Analysis for Multi-view Action Recognition
Yan Yan, Gaowen Liu, Elisa Ricci, Nicu Sebe
International Conference on Image Processing (ICIP), 2013. [PDF][BibTex] - A Prototype Learning Framework using EMD: Application to Complex Scenes Analysis
Elisa Ricci, Gloria Zen, Nicu Sebe and Stefano Messelodi
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 35(3):513-526, 2013. [PDF][BibTex] - Multimedia Event Detection Using A Classifier-specific Intermediate Representation
Zhigang Ma, Yi Yang, Nicu Sebe, Kai Zheng, Alexander G. Hauptmann
IEEE Transactions on Multimedia (TMM), 15(7):1628-1637, 2013. [PDF][BibTex] - Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis
Yi Yang, Jingkuan Song, Zi Huang, Zhigang Ma, Nicu Sebe, Alexander G. Hauptmann
IEEE Transactions on Multimedia (TMM), 15(3):572-581, 2013. [PDF][BibTex]
- Feature Selection for Multimedia Analysis by Sharing Information among Multiple Tasks
Yi Yang, Zhigang Ma, Alexander G. Hauptmann, Nicu Sebe
IEEE Transactions on Multimedia (TMM), 15(3):661-669, 2013. [PDF][BibTex] - Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation
Xiaochun Cao, Xingxing Wei, Yahong Han, Yi Yang, Nicu Sebe, Alexander Hauptmann
Computer Vision and Image Understanding (CVIU), 117(8):934-946, 2013. [PDF][BibTex] - Salient object detection: From pixels to segments
Victoria Yanulevskaya, Jasper Uijlings, Jan-Mark Geusebroek
Image and Vision Computing (IVC), 13(1):31-42, 2013. [PDF][BibTex] - A proto-object-based computational model for visual saliency
Victoria Yanulevskaya, Jasper Uijlings, Jan-Mark Geusebroek, Nicu Sebe, Arnold Smeulders
Journal of Vision, 13(13):1-19, 2013. [PDF][BibTex] - Image classification with manifold learning for out-of-sample data
Yahong Han, Zhongwen Xu, Zhigang Ma, Zi Huang
Signal Processing, 93(8):2169-2177, 2013. [PDF][BibTex]
2015
Conferences
Inference of Personality Traits and Affect Schedule by Analysis of Spontaneous Reactions to Affective Videos
Mojtaba Khomami Abadi, Juan Abdon Miranda Correa, Julia Wache, Heng Yang, Ioannis Patras, Nicu Sebe
IEEE International Conference on Automatic Face and Gesture Recognition (FGR), 2015.
[PDF][BibTex]
Journals
2014
Conferences
Journals
2013
Editorials
Conferences
Journals