Stefano Mattoccia

Associate Professor

University of Bologna

Italy

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Stefano Mattoccia is an Associate Professor at the University of Bologna, Italy. His research areas include depth estimation, active stereo vision, and self-supervised learning techniques, as evidenced by his recent publications. Notable works include explorations of monocular depth perception and applications for low-power processing in real-time scenarios.

Stefano Mattoccia

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Articles (15)

Active Stereo in the Wild through Virtual Pattern Projection

Booster: A Benchmark for Depth From Images of Specular and Transparent Surfaces

Neural Disparity Refinement

Self-supervised depth super-resolution with contrastive multiview pre-training

Real-Time Self-Supervised Monocular Depth Estimation Without GPU

Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs

Monitoring Social Distancing With Single Image Depth Estimation

Monocular Depth Perception on Microcontrollers for Edge Applications

Depth Restoration in Under-Display Time-of-Flight Imaging

Continual Adaptation for Deep Stereo

On the Deployment of Out-of-the-Box Embedded Devices for Self-Powered River Surface Flow Velocity Monitoring at the Edge

Beyond the Baseline: 3D Reconstruction of Tiny Objects With Single Camera Stereo Robot

Real-Time Single Image Depth Perception in the Wild with Handheld Devices

Good Cues to Learn From Scratch a Confidence Measure for Passive Depth Sensors

Unsupervised Domain Adaptation for Depth Prediction from Images

Collaborators (2)

ELENA TOTH

Luigi Di Stefano

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