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 News Best student paper award (silver medal)
Topic: ISIP
Paper titled "Abnormal Event Detection in Videos using Generative Adversarial Nets" by Mahdyar Ravanbakhsh, Moin Nabi, Enver Sangineto, Lucio Marcenaro, Carlo Regazzoni, Nicu Sebe won the silver medal for the best student paper award at (ICIP 2017) 2017 IEEE International Conference on Image Processing in Beijing, China

Congratulation to our PhD student Mahdyar Ravanbakhsh!
Mahdyar Ravanbakhsh receiving the award

M. Ravanbakhsh, M. Nabi, E. Sangineto, L. Marcenaro, C.S. Regazzoni, and N. Sebe, "Abnormal Event Detection in Videos using Generative Adversarial Nets", 24th IEEE International Conference on Image Processing (ICIP). 17-20 September 2017, Beijing, ChinaPDF



Abstract: In this paper we address the abnormality detection problem in crowded scenes. We propose to use Generative Adversarial Nets (GANs), which are trained using normal frames and corresponding optical-flow images in order to learn an internal representation of the scene normality. Since our GANs are trained with only normal data, they are not able to generate abnormal events. At testing time the real data are compared with both the appearance and the motion representations reconstructed by our GANs and abnormal areas are detected by computing local differences. Experimental results on challenging abnormality detection datasets show the superiority of the proposed method compared to the state of the art in both frame-level and pixel-level abnormality detection tasks.

Posted Tuesday 19 September

 News ISIP40 Open Positions
Topic: ISIP
Two PhD positions now available at ISIP40: Joint Doctoral Programme in Interactive and Cognitive Environments with the Centre for Intelligent Sensing at Queen Mary University of London

Applications are invited for 2 PhD open position

PhD
2 positions (3 years) starting in November 2017; expiration date for first level applications: May 15th, 2017 on the following research areas:
  • Probabilistic transfer learning among cognitive dynamic systems in smart environments
  • Incremental learning techniques for proactive anti-jamming in Cognitive and Software Radio

The PhD scholarships are available within the Joint Doctoral Programme in Interactive and Cognitive Environments (JD ICE) that is a PhD programme organised by the Department of Electrical, Electronic, Telecommunications Engineering and Naval Architecture at University of Genoa and the Centre for Intelligent Sensing at Queen Mary University of London (http://cis.eecs.qmul.ac.uk/) .

More details here


Posted M 27 March

 News GTTI thematic meeting on Multimedia Signal Processing: January 29-31, 2017
Topic: ISIP
The annual thematic meeting on Multimedia Signal Processing of the National Telecommunications and Information Theory Group - GTTI is organized by the University of Genova in Courmayeur(AO) on January 29-31, 2017

The National Telecommunications and Information Theory Group (GTTI) is an association of teachers and researchers of Italian universities and companies that operate in the field of telecommunications and, more generally, in the broad area of th e Information and Communication Technologies (ICT). In addition to Academic partners, Research Units belonging to public and private national and multinationals companies are also partners of GTTI.

Annual meeting

The GTTI research area on Multimedia Signal Processing was established in 2011 with the first thematic meeting organized by the Trento University Research Unit in Folgarida (TN).

In 2017, this seventh thematic meeting is organized by the University of Genova in Courmayeur (AO) on January, 29-31 2017.
More information can be found here

The main program of the meeting includes a Demo and Exhibit Session. Demonstrations are intended as a forum for showcasing the state of the art in Multimedia Signal Processing. The focus will be on innovative prototype implementations, systems and technologies in this research field. Download the call for Demos!


Posted M 07 November

 News GTTI annual meeting: June 15-17, 2016
Topic: ISIP
The annual meeting of the National Telecommunications and Information Theory Group - GTTI is organized by the University of Genova

The National Telecommunications and Information Theory Group (GTTI) is an association of teachers and researchers of Italian universities and companies that operate in the field of telecommunications and, more generally, in the broad area of th e Information and Communication Technologies (ICT). In addition to Academic partners, Research Units belonging to public and private national and multinationals companies are also partners of GTTI.

The Research Units of GTTI are active in all fields of Telecommunication technologies: telephone and data networks, Internet, cellular systems, wired and wireless LANs, satellite communications, network architecture and security, Next Generation Networks, remote sensing and positioning systems based on radar and satellites, signal processing technologies for multimedia applications, just to cite the main topics.

Annual meeting

The annual meeting of the National Telecommunications and Information Theory Group - GTTI 2016 is organized by the University of Genova.
More information can be found here

Within the scientific program of the Meeting, a session dedicated to present contributions coming from PhD Students and structured into the following Scientific Areas has been scheduled:

  • Communications
  • Networking
  • Remote Sensing
  • Signal Processing
Download the call for papers!


Posted W 27 April
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 News
New accepted papers:

M. Ravanbakhsh, M. Nabi, E. Sangineto, L. Marcenaro, C.S. Regazzoni, and N. Sebe, "Abnormal Event Detection in Videos using Generative Adversarial Nets", 24th IEEE International Conference on Image Processing (ICIP). 17-20 September 2017, Beijing, China

D. Campo, M. Baydoun, L. Marcenaro, and C.S. Regazzoni, "Task-dependent saliency estimation from trajectories of agents in video sequences", 24th IEEE International Conference on Image Processing (ICIP). 17-20 September 2017, Beijing, China

M.O. Mughal, L. Marcenaro, and C.S. Regazzoni, "Energy Detection in Multi-user Relay Networks", Wireless Personal Communications (2017): 1-10

A. Mazzú, P. Morerio, L. Marcenaro, C.S. Regazzoni, "A Cognitive Control-inspired approach to Object Tracking", IEEE Transactions on Image Processing

V. Bastani, L. Marcenaro, C.S. Regazzoni, "Online Nonparametric Bayesian Activity Mining and Analysis From Surveillance Video", IEEE Transactions on Image Processing


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