Publications

1. Bonanomi, Cristian; Balletti, Simone; Lecca, Michela; Anisetti, Marco; Rizzi, Alessandro; Damiani, Ernesto,
   I3D: a new dataset for testing denoising and demosaicing algorithms,
   in «MULTIMEDIA TOOLS AND APPLICATIONS»,
   to be published
2. Gottardi, Massimo; Lecca, Michela,
   A 64 x 64 Pixel Vision Sensor for Local Binary Pattern Computation,
   in «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS»,
   vol. 66,
   n. 5,
   2019
   , pp. 1831 -
   1839
3. Qian, Xinyuan; Brutti, Alessio; Lanz, Oswald; Omologo, Maurizio; Cavallaro, Andrea,
   Multi-speaker tracking from an audio-visual sensing device,
   in «IEEE TRANSACTIONS ON MULTIMEDIA»,
   2019
4. Lecca, Michela; Messelodi, Stefano,
   SuPeR: Milano Retinex implementation exploiting a regular image grid,
   in «JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION»,
   vol. 36,
   n. 8,
   2019
   , pp. 1423 -
   1432
5. Lanz, Oswald; Brutti, Alessio; Xompero, Alessio; Qian, Xinyuan; Omologo, Maurizio; Cavallaro, Andrea,
   ACCURATE TARGET ANNOTATION IN 3D FROM MULTIMODAL STREAMS,
   Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),
   2019
   , (IEEE International Conference on Acoustics, Speech, and Signal Processing,
   Brighton, UK,
   12 - 17 May, 2019)
6. Sudhakaran, Swathikiran; Escalera, Sergio; Lanz, Oswald,
   LSTA: Long Short-Term Attention for Egocentric Action Recognition,
   Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR),
   2019
   , pp. 9954-
   9963
   , (IEEE Computer Society Conference on Computer Vision and Pattern Recognition,
   Long Beach, CA,
   16 - 20 June, 2019)
7. Ilyes Lakhal, Mohamed; Lanz, Oswald; Cavallaro, Andrea,
   Learnable masks for pose-guided view synthesis,
   Proceedings of the IEEE International Conference on Image Processing (ICIP),
   2019
   , (IEEE International Conference on Image Processing,
   Taipei, Taiwan,
   22-25 September)
8. Sudhakaran, Swathikiran; Lanz, Oswald,
   An Analysis of Deep Neural Networks with Attention for Action Recognition from a Neurophysiological Perspective,
   CVPR19 Workshop - Mutual benefits of cognitive and computer vision,
   2019
   , (CVPR19 Workshop - Mutual benefits of cognitive and computer vision,
   Long Beach, CA,
   16 June, 2019)
9. Rizzi, Alessandro; Plutino, Alice; Lecca, Michela,
   Designing a cockpit for image quality evaluation - Talk at
   Transactions: Imaging/Art/Science - Image Quality, Content and Aesthetics Conference at Centre for Research and Education in Arts and Media, Westminster, UK,
   2019
10. Sudhakaran, Swathikiran; Escalera, Sergio; Lanz, Oswald,
    FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge,
    In this report we describe the technical details of our submission to the EPIC-Kitchens 2019 action recognition challenge. To participate in the challenge we have developed a number of CNN-LSTA [3] and HF-TSN [2] variants, and submitted predictions from an ensemble compiled out of these two model families. Our submission, visible on the public leaderboard with team name FBK-HUPBA, achieved a top-1 action recognition accuracy of 35.54% on S1 setting, and 20.25% on S2 setting.,
    2019

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