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.
2018
Conferences
Journals
- Quantization based Hashing: A General Framework for Scalable Image and Video Retrieval
J. Song, L. Gao, L. Liu, X. Zhu, and N. Sebe
Pattern Recognition, (PR), 75:175-187, March 2018. [PDF][BibTex] - Deep appearance and motion learning for egocentric activity recognition
X. Wang, L. Gao, J. Song, X. Zhen, N. Sebe, and H. T. Shen
Neurocomputing, 275:438-447, January 2018. [PDF][BibTex] - Efficient Human Action Recognition using Histograms of Motion Gradients and VLAD with Descriptor Shape Information
I. Duta, J. Uijlings, B. Ionescu, K. Aizawa, A. Hauptmann and N. Sebe
Multimedia Tools and Applications, (MTA), 76(21): 22445–22472, November 2017. [PDF][BibTex] - Indoor Localization via Multi-View Images and Videos
G. Lu, Y. Yan, N. Sebe, and C. Kambhamettu
Computer Vision and Image Understanding, (CVIU), 161:145-160, August 2017. [PDF][BibTex] - The Many Shades of Negativity
Z. Ma, Y. Yang, X. Chang, N. Sebe, and A. Hauptmann
IEEE Transactions on Multimedia, (TMM), 19(7):1558-1568, July 2017. [PDF][BibTex] - The S-Hock dataset: A new Benchmark for Spectator Crowd Analysis
F. Setti, D. Conigliaro, P. Rota, C. Bassetti, N. Conci, N. Sebe, and M. Cristani
Computer Vision and Image Understanding, (CVIU), 159:47-58, June 2017. [PDF][BibTex] - Detecting Anomalous Events in Videos by Learning Deep Representations of Appearance and Motion
D. Xu, Y. Yan, E. Ricci, and N. Sebe
Computer Vision and Image Understanding, (CVIU), 159:47-58, June 2017. [PDF][BibTex] - SALSA: A multimodal dataset for the automated analysis of free-standing social interactions
X. Alameda-Pineda, R. Subramanian, E. Ricci, O. Lanz, and N. Sebe
in Group and Crowd Behavior for Computer Vision, V. Murino, M. Cristani, S. Shah, and S. Savarese, Eds., pp. 321-340, Elsevier, 2017.
[PDF][BibTex] - Exploring Multitask and Transfer Learning Algorithms for Head Pose Estimation in Dynamic Multiview Scenarios
E. Ricci, Y. Yan, A.K. Rajagopal, R. Subramanian, R. Vieriu, O. Lanz, and N. Sebe
in Group and Crowd Behavior for Computer Vision, V. Murino, M. Cristani, S. Shah, and S. Savarese, Eds., pp. 67-87, Elsevier, 2017.
[PDF][BibTex] - Utilizing Implicit User Cues for Multimedia Analytics
R. Subramanian, S. O. Gilani, and N. Sebe
in Research Frontiers of Multimedia, S-F. Chang, Ed., Morgan and Claypool, 2017. [PDF][BibTex] - Multimodal analysis of free-standing conversational groups
X. Alameda-Pineda, E. Ricci, and N. Sebe
in Research Frontiers of Multimedia, S-F. Chang, Ed., Morgan and Claypool, 2017. [PDF][BibTex] - 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 Learning 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), 25(11):4999-5011, November 2016. [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] - Collaborative Sparse Coding for Multi-view Action Recognition
W. Wang, Y. Yan, L. Zhang, R. Hong, and N. Sebe
IEEE Multimedia (TMM), 23(4):80-87, October-December 2016. [PDF][BibTex] - Deep and Fast: Deep Learning Hashing with Semi-supervised Graph Construction
J. Song, L. Gao, Y. Yan, F. Zou, and N. Sebe
Image and Vision Computing (IVC), 55(part 2):101-108, November 2016. [PDF][BibTex] - Perceptual Attributes Optimization for Multivideo Summarization
L. Nie, R. Hong, L. Zhang, Y. Xia, D. Tao, and N. Sebe
IEEE Transactions on Cybernetics, (TCYB), 46(12):2991-3003, December 2016. [PDF][BibTex] - Crowd behavior representation: An attribute-based approach
H. Rabiee, J. Haddadnia, H. Mousavi, M. Nabi, V. Murino, and N. Sebe
Springerplus, 5(1):1179, December 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] - Event-based Media Processing and Analysis: A Survey of the Literature
C. Tzelepis, Z. Ma, V. Mezaris, B. Ionescu, I. Kompatsiaris, G. Boato, N. Sebe, and S. Yan
Image and Vision Computing, (IVC), 53:3-19, September 2016. [PDF][BibTex] - A Modified Vector of Locally Aggregated Descriptors Approach for Fast Video Classification
I. Mironică, I. Duţă, B. Ionescu, and N. Sebe
Multimedia Tools and Applications, (MTP), 53:3-19, September 2016. [PDF][BibTex] - Computational Modeling of Affective Qualities of Abstract Paintings
A. Sartori, D. Culibrk, Y. Yan, R. Job, and N. Sebe
IEEE Multimedia, 53:3-19, September 2016. [PDF][BibTex] - Learning Personalized Models for Facial Expression Analysis and Gesture Recognition
G. Zen, L. Porzi, E. Sangineto, E. Ricci, and N. Sebe
IEEE Transactions on Multimedia, (TMM), 18(4):775-788, April 2016. [PDF][BibTex] - Multimodal Personality Recognition in Collaborative Goal-Oriented Tasks
L. Batrinca, N. Mana, B. Lepri, N. Sebe, and F. Pianesi
IEEE Transactions on Multimedia, (TMM), 18(4):659-673, April 2016. [PDF][BibTex] - A Distance-Computation-Free Search Scheme for Binary Code Databases
J. Song, H. T. Shen, J. Wang, Z. Huang, N. Sebe, J. Wang
IEEE Transactions on Multimedia, (TMM), 18(3):484-495, March 2016. [PDF][BibTex] - Active Domain Adaptation with Noisy Labels for Multimedia Analysis
G. Liu, Y. Yan, R. Subramanian, J. Song, G. Lu, and N. Sebe
World Wide Web, (WWW), 19(2):199-215, February 2016. [PDF][BibTex] - Fisher Kernel Temporal Variation-based Relevance Feedback for Video Retrieval
I. Mironica, B. Ionescu, J. Uijlings, and N. Sebe
Computer Vision and Image Understanding, (CVIU), 143:38-51, February 2016. [PDF][BibTex] - Where Am I in the Dark: Exploring Active Transfer Learning on the Use of Indoor Localization based on Thermal Imaging
G. Lu, Y. Yan, L. Ren, P. Saponaro, N. Sebe, C. Kambhamettu
Computer Vision and Image Understanding, (CVIU), 173(1):83-92, January 2016. [PDF][BibTex] - 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]
2017
Conferences
Journals
Book Chapters
2016
Conferences
Journals
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