ALEOTTI, FILIPPO
ALEOTTI, FILIPPO
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Neural Disparity Refinement
2024 Fabio Tosi, Filippo Aleotti, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano
Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs
2022 Cipolletta, Antonio; Peluso, Valentino; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano
Monitoring Social Distancing With Single Image Depth Estimation
2022 Mingozzi, Alessio; Conti, Andrea; Aleotti, Filippo; Poggi, Matteo; Mattoccia, Stefano
Monocular Depth Perception on Microcontrollers for Edge Applications
2022 Peluso, Valentino; Cipolletta, Antonio; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano
On the confidence of stereo matching in a deep-learning era: a quantitative evaluation
2022 M. Poggi, S. Kim, F. Tosi, S. Kim, F. Aleotti, D. Min, K. Sohn, S. Mattoccia
Real-Time Self-Supervised Monocular Depth Estimation Without GPU
2022 Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano
Unsupervised confidence for LiDAR depth maps and applications
2022 A. Conti, M. Poggi, F. Aleotti, S. Mattoccia
Learning optical flow from still images
2021 Aleotti, F.; Poggi, M.; Mattoccia, S.
Leveraging a weakly adversarial paradigm for joint learning of disparity and confidence estimation
2021 M. Poggi, F. Tosi, F. Aleotti, S. Mattoccia
Neural Disparity Refinement for Arbitrary Resolution Stereo
2021 Aleotti, Filippo; Tosi, Fabio; ZAMA RAMIREZ, Pierluigi; Poggi, Matteo; Salti, Samuele; Mattoccia, Stefano; DI STEFANO, Luigi
On the deployment of out-of-the-box embedded devices for self-powered river surface flow velocity monitoring at the edge
2021 Livoroi A.-H.; Conti A.; Foianesi L.; Tosi F.; Aleotti F.; Poggi M.; Tauro F.; Toth E.; Grimaldi S.; Mattoccia S.
Real-Time Single Image Depth Perception in the Wild with Handheld Devices
2021 Aleotti, Filippo; Zaccaroni, Giulio; Bartolomei, Luca; Poggi, Matteo; Tosi, Fabio; Mattoccia, Stefano
Sensor-guided optical flow
2021 M. Poggi, F. Aleotti, S. Mattoccia
Distilled semantics for comprehensive scene understanding from videos
2020 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 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 Peluso V.; Cipolletta A.; Calimera A.; Poggi M.; Tosi F.; Aleotti F.; Mattoccia S.
Learning end-to-end scene flow by distilling single tasks knowledge
2020 F. Aleotti, M. Poggi, F. Tosi, 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 Matteo Poggi, Filippo Aleotti, Fabio Tosi, Stefano Mattoccia
On the Uncertainty of Self-Supervised Monocular Depth Estimation
2020 M. Poggi, F. Aleotti, F. Tosi, S. Mattoccia
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation
2020 F. Aleotti, F. Tosi, L. Zhang, M. Poggi, S. Mattoccia,
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Neural Disparity Refinement |
Fabio Tosi, Filippo Aleotti, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Ma...ttoccia, Luigi Di Stefano |
2024-01-01 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| 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 | IEEE_IOTJ__eqPyDNet___revised2.pdf |
| 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 | Monitoring_Social_Distancing_With_Single_Image_Depth_Estimation.pdf |
| 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 | main_iris.pdf |
| 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 | 2022-01-01 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | - | 1.01 Articolo in rivista | 2101.00431.pdf |
| 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 | - |
| Unsupervised confidence for LiDAR depth maps and applications | A. Conti, M. Poggi, F. Aleotti, S. Mattoccia | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | 2210.03118.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 | Aleotti_Learning_Optical_Flow_From_Still_Images_CVPR_2021_paper.pdf |
| 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 | ICPR2020.pdf |
| Neural Disparity Refinement for Arbitrary Resolution Stereo | Aleotti, Filippo; Tosi, Fabio; ZAMA RAMIREZ, Pierluigi; Poggi, Matteo; Salti, Samuele; Mattoccia,... Stefano; DI STEFANO, Luigi | 2021-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| 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 |
| 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 |
| Sensor-guided optical flow | M. Poggi, F. Aleotti, S. Mattoccia | 2021-01-01 | - | IEEE/CVF | 4.01 Contributo in Atti di convegno | Poggi_Sensor-Guided_Optical_Flow_ICCV_2021_paper (1).pdf |
| 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 | Tosi_Distilled_Semantics_for_CVPR_2020_supplemental (1).pdf; Tosi_Distilled_Semantics_for_Comprehensive_Scene_Understanding_from_Videos_CVPR_2020_paper.pdf |
| 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 | Peluso_Enabling_Monocular_Depth_Perception_at_the_Very_Edge_CVPRW_2020_paper.pdf |
| 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 | - |
| 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 | - |
| 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 | Poggi_On_the_Uncertainty_CVPR_2020_supplemental.pdf; Poggi_On_the_Uncertainty_of_Self-Supervised_Monocular_Depth_Estimation_CVPR_2020_paper.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 | ECCV2020___Unsupervised_Stereo_Matching+(14) (2).pdf |