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- Phone: 0461314511
- FBK Povo
My research belongs to the area of computer vision and machine learning and is centered on methods and systems for video understanding and 3d scene analysis. I have worked extensively on object tracking, audio-visual tracking, head pose estimation and group detection for behavior analysis. My current focus is on representation learning for video.
2020.07: News featured on FBK Magazine.
2020.06: Receiving the AWS Machine Learning Research Award.
2020.06: We ranked 3rd place in the CVPR'20 EPIC Kitchens Action Recognition challenge.
2020.02: Gate-Shift Networks (GSM) accepted at CVPR'20 main program.
2020.02: We are organizing a Workshop on Image and Video Question Answering.
2019.12: GSM is state of the art in action recognition.
2019.12: Journal Paper accepted at IEEE Transactions on Image Processing.
2019.11: I gave an invited talk at ICCV'19 Egocentric Perception, Interaction and Computing workshop in Seoul, Korea.
2019.11: Let's welcome Alex, new PhD student on the topic of video question answering.
2019.07: Paper accepted at ICCV'19 main program.
2019.07: I gave a seminar Learning to Recognize Actions in Video at Siena Artificial Intelligence Lab.
2019.06: Swathikiran defended his PhD thesis and graduated with cum laude mark.
2019.06: I gave a seminar on our work on action recognition at FBK Spring of AI seminar series.
2019.04: Paper accepted at ICIP'19 main program.
2019.02: Long Short-Term Attention (LSTA) accepted at CVPR'19 main program.
2019.02: Paper accepted at ICASSP'19 main program.
2019.01: Journal Paper accepted at ACM MultiMedia.
2019.01: Journal Paper accepted at Intelligenza Artificiale special issue on selected papers of AI*IA 2018 conference.
Hu, Tao; Messelodi, Stefano; Lanz, Oswald,in «COMPUTER VISION AND IMAGE UNDERSTANDING»,vol. 134,2015, pp. 89 -104
Ricci, Elisa; Varadarajan, Jagannadan; Subramanian, Ramanathan; Rota Bulò, Samuel; Ahuja, Narendra; Lanz, Oswald,Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-formations from Surveillance Videos,2015 IEEE International Conference on Computer Vision (ICCV),IEEE,2015, pp. 4660-4668, (IEEE International Conference on Computer Vision (ICCV),Santiago, Chile,December 13-16, 2015)
Subramanian, Ramanathan; Varadarajan, Jagannadan; Ricci, Elisa; Lanz, Oswald; Winkler, Stefan,MM '15 Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,New York,ACM,2015, pp. 835-838, (ACM Multimedia Conference,Brisbane, Australia,October 26-30, 2015)
Alameda-Pineda, Xavier; Yan, Yan; Ricci, Elisa; Lanz, Oswald; Sebe, Nicu,MM '15 Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,New York,ACM,2015, pp. 5-14, (ACM Multimedia Conference,Brisbane, Australia,October 26-30, 2015)
Rajagopal A.K.; Subramanian R.; Ricci E.; Vieriu R.L.; Lanz O.; Kalpathi R.; Sebe N.,Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images,in «INTERNATIONAL JOURNAL OF COMPUTER VISION»,vol. 109,2014, pp. 146 -167
Costante G.; Porzi L.; Lanz O.; Valigi P.; Ricci E.,Personalizing a Smartwatch-based Gesture Interface with Transfer Learning,Proc. EUSIPCO'14,2014, (European Signal Processing Conference,Lisbon, Portugal,1-5 September 2014)
Hu T.; Messelodi S.; Lanz O.,Dynamic Task Decomposition for Probabilistic Tracking in Complex Scenes,Proc. ICPR'14,2014, (International Conference on Pattern Recognition,Stockholm, Sweden,24-28 August 2014)
Yan Y.; Subramanian R.; Ricci E.; Lanz O.; Sebe N.,Proc. ICPR'14,2014, (International Conference on Pattern Recognition,Stockholm, Sweden,24-28 August 2014)
Hu T.; Messelodi S.; Lanz O.,Wide-area Multi-camera Multi-object Tracking with Dynamic Task Decomposition,Proc. ICDSC'14,2014, (ACM/IEEE International Conference on Distributed Smart Cameras,Venezia, Italy,4-7 November 2014)
Porzi L.; Rota Bulo' S.; Lanz O.; Valigi P.; Ricci E.,Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone,Proc. ICDSC'14,2014, (ACM/IEEE International Conference on Distributed Smart Cameras,Venezia, Italy,4-7 November 2014)