Search Results - "Cilia, Martina"

Multi-Level Fusion for Burst Super-Resolution with Deep Permutation-Invariant Conditioning by Cilia, Martina, Valsesia, Diego, Fracastoro, Giulia, Magli, Enrico

“…Developing deep learning techniques for super-resolving bursts of images acquired by mobile cameras is a topic that has recently gained significant interest…”
Get full text

Intelligent IoT Sensing System Based on Compressive Sensing with Adaptively Learned Dictionary by Cilia, Martina, Yamamoto, Keisuke

“…We propose a condition monitoring IoT system using compressive sensing with a learned dictionary that is adaptively changed, at the edge terminal, to track the…”
Get full text

Onboard Processing Capabilities of an Earth Observation Compressive Sensing Payload by Bianchi, Tiziano, Cilia, Martina, Magli, Enrico, Migliorati, Andrea, Prette, Nicola, Valsesia, Diego

“…In this paper, we explore the onboard processing capabilities of an optical Earth observation instrument operating under the principles of compressed sensing,…”
Get full text

Onboard Data Reduction for Multispectral and Hyperspectral Images via Cloud Screening by Cilia, Martina, Prette, Nicola, Magli, Enrico, Sang, Bernhard, Pieraccini, Stefano

“…In this paper we propose a lossless and lossy onboard compression algorithm for multispectral and hyperspectral images, based on the recent CCSDS-123.0-B-2…”
Get full text