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

Recurrent Face Aging
W. Wang, Z. Cui, Y. Yan, J. Feng, S. Yan, X. Shu, and N. Sebe
IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2016. (Oral)
[PDF][BibTex]

Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions
S. Tulyakov, X. Alameda-Pineda, E. Ricci, L. Yin, J. Cohn, and N. Sebe
IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2016. (Oral)
[PDF][BibTex]

Recognizing Emotions from Abstract Paintings using Kernel Matrix Completion
X. Alameda-Pineda, Y. Yan, E. Ricci, and N. Sebe
International Conference on Pattern Recognition(CVPR), 2016.
[PDF][BibTex]

Academic Coupled Dictionary Learning for Sketch-based Image Retrieval
D. Xu, X. Alameda-Pineda, J. Song, E. Ricci, and N. Sebe
ACM International Conference on Multimedia(MM), 2016. (Oral)
[PDF][BibTex]

Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration
J. Song, L. Gao, M. Puscas, F. Nie, F. Shen and N. Sebe
ACM International Conference on Multimedia(MM), 2016. (Oral)
[PDF][BibTex]

Multi-Paced Dictionary Learning for Cross-Domain Retrieval and Recognition
D. Xu, J. Song, X. Alameda-Pineda, E. Ricci and N. Sebe
International Conference on Pattern Recognition(ICPR),2016.(Oral)(Best Scientific Paper Award!!!)
[PDF][BibTex]

Boosting VLAD with Double Assignment using Deep Features for Action Recognition in Videos
I. Duta, T. Anh Nguyen, K. Aizawa, B. Ionescu, and N. Sebe
International Conference on Pattern Recognition(ICPR),2016.(Oral)
[PDF][BibTex]

Recurrent Convolutional Face Alignment
W. Wang, S. Tulyakov, and N. Sebe
Asian Conference on Computer Vision(ACCV),2016.(Oral)
[PDF][BibTex]

Sparse Code Filtering for Action Pattern Mining
W. Wang, Y. Yan, L. Nie, L. Zhang, S. Winkler, and N. Sebe
Asian Conference on Computer Vision(ACCV),2016.(Oral)
[PDF][BibTex]

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]
  • 2015

    Conferences

    The S-Hock Dataset: Analyzing Crowds at the Stadium
    Davide Conigliaro, Paolo Rota, Francesco Setti, Chiara Bassetti, Nicola Conci, Nicu Sebe, Marco Cristani
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
    [PDF][BibTex][Dataset]

    Optimal Graph Learning with Partial Tags and Multiple Features
    Lianli Gao, Jingkuan Song, Feiping Nie, Yan Yan, Nicu Sebe
    , Heng Tao Shen
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
    [PDF][BibTex]

    Regressing a 3D Face Shape from a Single Image
    Sergey Tulyakov, Nicu Sebe
    IEEE International Conference on Computer Vision (ICCV), 2015.
    [PDF][BibTex]

    Unsupervised Tube Extraction using Transductive Learning and Dense Trajectories
    Mihai Marian Puscas, Enver Sangineto, Dubravko Culibrk, Nicu Sebe
    IEEE International Conference on Computer Vision (ICCV), 2015.
    [PDF][BibTex]

    Localize Me Anywhere, Anytime: A Multi-task Point-Retrieval Approach
    Guoyu Lu, Yan Yan, Li Ren, Jingkuan Song, Nicu Sebe, Chandra Kambhamettu
    IEEE International Conference on Computer Vision (ICCV), 2015.
    [PDF][BibTex]

    Analyzing Free-standing Conversational Groups: A Multimodal Approach
    Xavier Alameda-Pineda, Yan Yan, Elisa Ricci, Oswald Lanz, Nicu Sebe
    ACM Multimedia(ACM MM), 2015.(Oral)(Best Paper Award!!!)
    [PDF][BibTex]

    Who’s Afraid of Itten: Using the Art Theory of Color Combination to Analyze Emotions in Abstract Paintings
    Andreza Sartori, Dubravko Culibrk, Yan Yan, Nicu Sebe
    ACM Multimedia(ACM MM), 2015.(Oral)
    [PDF][BibTex]

    Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval
    Jingkuan Song, Lianli Gao, Yan Yan, Dongxiang Zhang, Nicu Sebe
    ACM Multimedia (ACM MM), 2015.
    [PDF][BibTex]

    Looking at Mondrian’s Victory Boogie-Woogie: What do I feel?
    Andreza Sartori, Yan Yan, Gozde Ozbal, Almila Akdag Salah, Albert Ali Salah, Nicu Sebe
    International Joint Conference on Artificial Intelligence (IJCAI), 2015.(Oral)
    [PDF][BibTex]

    Inferring Painting Style with Multi-task Dictionary Learning
    Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe
    International Joint Conference on Artificial Intelligence (IJCAI), 2015.
    [PDF][BibTex]

    Complex Event Detection via Event Oriented Dictionary Learning
    Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alex Hauptmann, Nicu Sebe
    AAAI Conference on Artificial Intelligence (AAAI), 2015.
    [PDF][BibTex]

    Learning Deep Representations of Appearance and Motion for Anomalous Event Detection
    Dan Xu, Elisa Ricci, Yan Yan, Jingkuan Song, Nicu Sebe
    British Machine Vision Conference (BMVC), 2015. (Oral
    [PDF][BibTex]

    Facial Expression Recognition under a Wide Range of Head Poses
    Radu-Laurentiu Vieriu, Sergey Tulyakov, Stanislau Semeniuta, Enver Sangineto, Nicu Sebe

    IEEE International Conference on Automatic Face and Gesture Recognition (FGR), 2015.
    [PDF][BibTex]

    The More the Merrier: Analysing the Affect of a Group of People in Images
    Abhinav Dhall, Jyoti Joshi, Karan Sikka, Roland Goecke, Nicu Sebe
    IEEE International Conference on Automatic Face and Gesture Recognition (FGR), 2015.
    [PDF][BibTex]

    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]

    Attribute-Guided Dictionary Learning
    Wei Wang, Yan Yan, Nicu Sebe
    ACM International Conference on Multimedia Retrieval (ICMR), 2015.  
    [PDF][BibTex]

    Implicit User-centric Personality Recognition based on Physiological Responses to Emotional Videos
    Julia Wache, Ramanathan Subramanian, Mojtaba Khomami Abadi, Radu-Laurentiu Vieriu, Nicu Sebe, Stefan Winkler
    ACM International Conference on Multimodal Interaction (ICMI), 2015.  
    [PDF][BibTex][Dataset]

    Beyond Bag-of-Words: Fast Video Classification with Fisher Kernel Vector of Locally Aggregated Descriptors
    Ionut Mironica, Ionut Duta, Bogdan Ionescu, Nicu Sebe
    IEEE International Conference on Multimedia and Expo (ICME), 2015.  
    [PDF][BibTex]

    An Eye-tracking Dataset for Animal-centric PASCAL Object Classes
    Syed Omer Gilani, Ramanathan Subramanian, Yan Yan, David Melcher, Nicu Sebe, Stefan Winkler

    IEEE International Conference on Multimedia and Expo (ICME), 2015.  
    [PDF][BibTex]

    Real-life Violent Social Interaction Detection
    P. Rota, N. Conci, J. Rehg,
    N. Sebe
    International Conference on Image Processing (ICIP), 2015.  
    [PDF][BibTex]

    Cluster Encoding For Modelling the Temporal Variation in Video
    Negar Rostamzadeh, Jasper Uijlings, Ionut Mironica, Mojtaba Khomami Abadi, Bogdan Ionescu, Nicu Sebe
    International Conference on Image Processing (ICIP), 2015. 
    [PDF][BibTex]

    Emotions in Abstract Art: Does Texture Matter?
    Andreza Sartori, Berhan Senyazar, Alkim Almila Akdag Salah, Albert AliSalah, Nicu Sebe
    International Conference on Image Analysis and Processing (ICIAP), 2015.
    [PDF][BibTex]

    Movie Genre Classification by Exploiting MEG Brain Signals
    Pouya Ghaemmaghami, Mojtaba Khomam Abadi, Seyed Mostafa Kia1, Paolo Avesani, Nicu Sebe
    International Conference on Image Analysis and Processing (ICIAP), 2015.
    [PDF][BibTex]

    Journals

    • 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]

    2014

    Conferences

    • 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

      ACM Multimedia (MM), 2014. [PDF][BibTex]

    • Temporal Dropout of Changes Approach to Convolutional Learning of Spatio-Temporal Features
      Dubravko Culibrk, Nicu Sebe

      ACM Multimedia (MM), 2014. [PDF][BibTex]

    • 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]

    Journals

    • 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]

    2013

    Editorials

    • 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

    Conferences

    • 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]

    Journals

    • 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]