Publications a list of current and past papers

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Journal Papers

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Social profiling through image understanding: Personality inference using convolutional neural networks
C. Segalin, D.S. Cheng, M. Cristani
Computer Vision and Image Understanding, 2016


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The Pictures we Like are our Image: Continuous Mapping of Favorite Pictures into Self-Assessed and Attributed Personality Traits
C. Segalin, A. Perina, M. Cristani, A. Vinciarelli
IEEE Transactions on Affective Computing, 2016


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Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are
P. Lovato, M. Bicego, C. Segalin, A. Perina, N. Sebe and M. Cristani
IEEE Transactions on Information Forensics, pp. 364-374, 2014


Conference papers

2014

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Biometrics on Visual Preferences: a "Pump and Distill" Regression Approach
C. Segalin, A. Perina and M. Cristani
IEEE International Conference on Image Processing (ICIP), 2014


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Recognizing People by Their Personal Aesthetics: a Statistical Multi-level Approach
C. Segalin, A. Perina and M. Cristani
The 12th Asian Conference on Computer Vision (ACCV), 2014


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Personal Aesthetics for Soft Biometrics: a Generative Multiresolution Approach
C. Segalin, A. Perina and M. Cristani
The 16th International Conference on Multimodal Interaction (ICMI), 2014


2013

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Unveiling the multimedia unconscious: Implicit cognitive processes and multimedia content analysis
M. Cristani, A. Vinciarelli, C. Segalin and A. Perina
Proceedings of the 21st ACM international conference on Multimedia, 2013, pp. 213–222.


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We like it! Mapping image preferences on the counting grid
P. Lovato, A. Perina, D. S. Cheng, C. Segalin, N. Sebe and M. Cristani
International Conference on Image Processing (ICIP), 2013, pp. 2892–2896.


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Reading between the turns: Statistical modeling for identity recognition and verification in chats
G. Roffo, C. Segalin, A. Vinciarelli, V. Murino and M. Cristani.
10th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2013, pp. 99–104.


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Statistical Analysis of Visual Attentional Patterns for Video Surveillance
G. Roffo, M. Cristani, F. Pollick, C. Segalin and V. Murino.
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013, pp. 520–527


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The expressivity of turn-taking: Understanding children pragmatics by hybrid classifiers
C. Segalin, A. Pesarin, A. Vinciarelli, M. Tait and M. Cristani.
14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), 2013, pp. 1–4.


2012

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Generative modelling of dyadic conversations: characterization of pragmatic skills during development age
A. Pesarin, M. Tait, A. Vinciarelli, C. Segalin, G. Bilancia and M. Cristani.
Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2013, pp. 1–8.


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Conversationally-inspired stylometric features for authorship attribution in instant messaging
M. Cristani, G. Roffo, C. Segalin, L. Bazzani, A. Vinciarelli and V. Murino.
Proceedings of the 20th ACM international conference on Multimedia, 2012, pp. 1121–1124.


Last Update November 2016