Search Results - "Presta, Alberto"

Learning-based automatic classification of lichens from images by Presta, Alberto, Pellegrino, Felice Andrea, Martellos, Stefano

“…Biomonitoring plays a crucial role in the assessment of air quality, as it allows to estimate the presence of pollutants, by measuring deviations from…”
Get full text

Efficient Progressive Image Compression with Variance-aware Masking by Presta, Alberto, Tartaglione, Enzo, Fiandrotti, Attilio, Grangetto, Marco, Cosman, Pamela

“…Learned progressive image compression is gaining momentum as it allows improved image reconstruction as more bits are decoded at the receiver. We propose a…”
Get full text

STanH : Parametric Quantization for Variable Rate Learned Image Compression by Presta, Alberto, Tartaglione, Enzo, Fiandrotti, Attilio, Grangetto, Marco

“…In end-to-end learned image compression, encoder and decoder are jointly trained to minimize a $R + {\lambda}D$ cost function, where ${\lambda}$ controls the…”
Get full text

Domain Adaptation for Learned Image Compression with Supervised Adapters by Presta, Alberto, Spadaro, Gabriele, Tartaglione, Enzo, Fiandrotti, Attilio, Grangetto, Marco

“…In Learned Image Compression (LIC), a model is trained at encoding and decoding images sampled from a source domain, often outperforming traditional codecs on…”
Get full text

Domain Adaptation for Learned Image Compression with Supervised Adapters by Presta, Alberto, Spadaro, Gabriele, Tartaglione, Enzo, Fiandrotti, Attilio, Grangetto, Marco

“…In Learned Image Compression (LIC), a model is trained at encoding and decoding images sampled from a source domain, often outperforming traditional codecs on…”
Get full text

GABIC: Graph-based Attention Block for Image Compression by Spadaro, Gabriele, Presta, Alberto, Tartaglione, Enzo, Giraldo, Jhony H, Grangetto, Marco, Fiandrotti, Attilio

“…While standardized codecs like JPEG and HEVC-intra represent the industry standard in image compression, neural Learned Image Compression (LIC) codecs…”
Get full text

Can We Remove the Ground? Obstacle-aware Point Cloud Compression for Remote Object Detection by Zeng, Pengxi, Presta, Alberto, Reinis, Jonah, Bharadia, Dinesh, Qiu, Hang, Cosman, Pamela

“…Efficient point cloud (PC) compression is crucial for streaming applications, such as augmented reality and cooperative perception. Classic PC compression…”
Get full text

Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray by Gallone, Guglielmo, Iodice, Francesco, Presta, Alberto, Tore, Davide, de Filippo, Ovidio, Visciano, Michele, Barbano, Carlo Alberto, Serafini, Alessandro, Gorrini, Paola, Bruno, Alessandro, Marra, Walter Grosso, Hughes, James, Iannaccone, Mario, Fonio, Paolo, Fiandrotti, Attilio, Depaoli, Alessandro, Grangetto, Marco, de Ferrari, Gaetano Maria, D'Ascenzo, Fabrizio

“…Aims. To develop a deep-learning based system for recognition of subclinical atherosclerosis on a plain frontal chest x-ray. Methods and Results. A…”
Get full text