ALEOTTI, FILIPPO
ALEOTTI, FILIPPO
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Dottorandi
Distilled semantics for comprehensive scene understanding from videos
2020-01-01 F. Tosi, F. Aleotti, P. Zama Ramirez, M. Poggi, S. Salti, L. Di Stefano, S. Mattoccia
Enabling Image-Based Streamflow Monitoring at the Edge
2020-01-01 Tosi, Fabio; Rocca, Matteo; Aleotti, Filippo; Poggi, Matteo; Mattoccia, Stefano; Tauro, Flavia; Toth, Elena; Grimaldi, Salvatore
Enabling monocular depth perception at the very edge
2020-01-01 Peluso V.; Cipolletta A.; Calimera A.; Poggi M.; Tosi F.; Aleotti F.; Mattoccia S.
Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs
2022-01-01 Cipolletta, Antonio; Peluso, Valentino; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano
Generative Adversarial Networks for unsupervised monocular depth prediction
2019-01-01 F. Aleotti, F. Tosi, M. Poggi, S. Mattoccia
Learning end-to-end scene flow by distilling single tasks knowledge
2020-01-01 F. Aleotti, M. Poggi, F. Tosi, S. Mattoccia
Learning monocular depth estimation infusing traditional stereo knowledge
2019-01-01 F. Tosi, F. Aleotti, M. Poggi, S. Mattoccia
Learning optical flow from still images
2021-01-01 Aleotti F.; Poggi M.; Mattoccia S.
Leveraging a weakly adversarial paradigm for joint learning of disparity and confidence estimation
2021-01-01 M. Poggi, F. Tosi, F. Aleotti, S. Mattoccia
Method for determining the confidence of a disparity map through a self-adaptive learning of a neural network, and sensor system thereof
2020-01-01 Matteo Poggi, Filippo Aleotti, Fabio Tosi, Stefano Mattoccia
Monitoring Social Distancing With Single Image Depth Estimation
2022-01-01 Mingozzi, Alessio; Conti, Andrea; Aleotti, Filippo; Poggi, Matteo; Mattoccia, Stefano
Monocular Depth Perception on Microcontrollers for Edge Applications
2022-01-01 Peluso, Valentino; Cipolletta, Antonio; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano
Neural Disparity Refinement for Arbitrary Resolution Stereo
2021-01-01 Filippo Aleotti, Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano
On the confidence of stereo matching in a deep-learning era: a quantitative evaluation
2021-01-01 M. Poggi, S. Kim, F. Tosi, S. Kim, F. Aleotti, D. Min, K. Sohn, S. Mattoccia
On the deployment of out-of-the-box embedded devices for self-powered river surface flow velocity monitoring at the edge
2021-01-01 Livoroi A.-H.; Conti A.; Foianesi L.; Tosi F.; Aleotti F.; Poggi M.; Tauro F.; Toth E.; Grimaldi S.; Mattoccia S.
On the Uncertainty of Self-Supervised Monocular Depth Estimation
2020-01-01 M. Poggi, F. Aleotti, F. Tosi, S. Mattoccia
Real-Time Self-Supervised Monocular Depth Estimation Without GPU
2022-01-01 Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano
Real-Time Single Image Depth Perception in the Wild with Handheld Devices
2021-01-01 Aleotti, Filippo; Zaccaroni, Giulio; Bartolomei, Luca; Poggi, Matteo; Tosi, Fabio; Mattoccia, Stefano
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation
2020-01-01 F. Aleotti, F. Tosi, L. Zhang, M. Poggi, S. Mattoccia,
Self-adapting confidence estimation for stereo
2020-01-01 M. Poggi, F. Aleotti, F. Tosi, Giulio Zaccaroni, S. Mattoccia
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Distilled semantics for comprehensive scene understanding from videos | F. Tosi, F. Aleotti, P. Zama Ramirez, M. Poggi, S. Salti, L. Di Stefano, S. Mattoccia | 2020-01-01 | - | IEEE/CVF | 4.01 Contributo in Atti di convegno | - |
| Enabling Image-Based Streamflow Monitoring at the Edge | Tosi, Fabio; Rocca, Matteo; Aleotti, Filippo; Poggi, Matteo; Mattoccia, Stefano; Tauro, Flavia; T...oth, Elena; Grimaldi, Salvatore | 2020-01-01 | REMOTE SENSING | - | 1.01 Articolo in rivista | remotesensing-12-02047-v2.pdf |
| Enabling monocular depth perception at the very edge | Peluso V.; Cipolletta A.; Calimera A.; Poggi M.; Tosi F.; Aleotti F.; Mattoccia S. | 2020-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs | Cipolletta, Antonio; Peluso, Valentino; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Fi...lippo; Mattoccia, Stefano | 2022-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | - |
| Generative Adversarial Networks for unsupervised monocular depth prediction | F. Aleotti, F. Tosi, M. Poggi, S. Mattoccia | 2019-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |
| Learning end-to-end scene flow by distilling single tasks knowledge | F. Aleotti, M. Poggi, F. Tosi, S. Mattoccia | 2020-01-01 | - | AAAI Press | 4.01 Contributo in Atti di convegno | - |
| Learning monocular depth estimation infusing traditional stereo knowledge | F. Tosi, F. Aleotti, M. Poggi, S. Mattoccia | 2019-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | Tosi_Learning_Monocular_Depth_Estimation_Infusing_Traditional_Stereo_Knowledge_CVPR_2019_paper.pdf |
| Learning optical flow from still images | Aleotti F.; Poggi M.; Mattoccia S. | 2021-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Leveraging a weakly adversarial paradigm for joint learning of disparity and confidence estimation | M. Poggi, F. Tosi, F. Aleotti, S. Mattoccia | 2021-01-01 | - | IEEE COMPUTER SOC | 4.01 Contributo in Atti di convegno | - |
| Method for determining the confidence of a disparity map through a self-adaptive learning of a neural network, and sensor system thereof | Matteo Poggi, Filippo Aleotti, Fabio Tosi, Stefano Mattoccia | 2020-01-01 | - | - | 6.01 Brevetto | - |
| Monitoring Social Distancing With Single Image Depth Estimation | Mingozzi, Alessio; Conti, Andrea; Aleotti, Filippo; Poggi, Matteo; Mattoccia, Stefano | 2022-01-01 | IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Monocular Depth Perception on Microcontrollers for Edge Applications | Peluso, Valentino; Cipolletta, Antonio; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Fi...lippo; Mattoccia, Stefano | 2022-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY | - | 1.01 Articolo in rivista | - |
| Neural Disparity Refinement for Arbitrary Resolution Stereo | Filippo Aleotti, Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattocc...ia, Luigi Di Stefano | 2021-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| On the confidence of stereo matching in a deep-learning era: a quantitative evaluation | M. Poggi, S. Kim, F. Tosi, S. Kim, F. Aleotti, D. Min, K. Sohn, S. Mattoccia | 2021-01-01 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| On the deployment of out-of-the-box embedded devices for self-powered river surface flow velocity monitoring at the edge | Livoroi A.-H.; Conti A.; Foianesi L.; Tosi F.; Aleotti F.; Poggi M.; Tauro F.; Toth E.; Grimaldi ...S.; Mattoccia S. | 2021-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | applsci-11-07027-v2 (1).pdf |
| On the Uncertainty of Self-Supervised Monocular Depth Estimation | M. Poggi, F. Aleotti, F. Tosi, S. Mattoccia | 2020-01-01 | - | IEEE/CVF | 4.01 Contributo in Atti di convegno | - |
| Real-Time Self-Supervised Monocular Depth Estimation Without GPU | Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano | 2022-01-01 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS | - | 1.01 Articolo in rivista | - |
| Real-Time Single Image Depth Perception in the Wild with Handheld Devices | Aleotti, Filippo; Zaccaroni, Giulio; Bartolomei, Luca; Poggi, Matteo; Tosi, Fabio; Mattoccia, Ste...fano | 2021-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-21-00015-v2.pdf |
| Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation | F. Aleotti, F. Tosi, L. Zhang, M. Poggi, S. Mattoccia, | 2020-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |
| Self-adapting confidence estimation for stereo | M. Poggi, F. Aleotti, F. Tosi, Giulio Zaccaroni, S. Mattoccia | 2020-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |