Vittorio Bernuzzi

HTR-MB: Combining Mamba and BiLSTM for Handwritten Text Recognition

Filippo Botti, Vittorio Bernuzzi, Tomaso Fontanini, Massimo Bertozzi et autres

Handwritten Text Recognition (HTR) aims to automatically transcribe text from manuscript images. The current state-of-the-art methods leverage Transformers for this task. Nevertheless, Transformers have quadratic complexity w.r.t. sequence length and the non-monotonic nature of self-attention conflicts with the inherently left-to-right, monotonic alignment …

it (code pays fourni par la source)

Swin2‐MoSE: A new single image supersolution model for remote sensing

Leonardo Rossi, Vittorio Bernuzzi, Tomaso Fontanini, Massimo Bertozzi et autres

Abstract Due to the limitations of current optical and sensor technologies and the high cost of updating them, the spectral and spatial resolution of satellites may not always meet desired requirements. For these reasons, Remote‐Sensing Single‐Image Super‐Resolution (RS‐SISR) techniques have gained significant …

it (code pays fourni par la source)

Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing

Leonardo P. Rossi, Vittorio Bernuzzi, Tomaso Fontanini, Massimo Bertozzi et autres

Due to the limitations of current optical and sensor technologies and the high cost of updating them, the spectral and spatial resolution of satellites may not always meet desired requirements. For these reasons, Remote-Sensing Single-Image Super-Resolution (RS-SISR) techniques have gained significant interest. …

Memory-Augmented Online Video Anomaly Detection

Leonardo Rossi, Vittorio Bernuzzi, Tomaso Fontanini, Massimo Bertozzi et autres

The ability to understand the surrounding scene is of paramount importance for Autonomous Vehicles (AVs). This paper presents a system capable to work in an online fashion, giving an immediate response to the arise of anomalies surrounding the AV, exploiting only the …

it (code pays fourni par la source)

Memory-augmented Online Video Anomaly Detection

Leonardo Rossi, Vittorio Bernuzzi, Tomaso Fontanini, Massimo Bertozzi et autres

The ability to understand the surrounding scene is of paramount importance for Autonomous Vehicles (AVs). This paper presents a system capable to work in an online fashion, giving an immediate response to the arise of anomalies surrounding the AV, exploiting only the …