Search Results - "Prette, Nicola"

Deep Multiframe Enhancement for Motion Prediction in Video Compression by Prette, Nicola, Valsesia, Diego, Bianchi, Tiziano

“…This work proposes a novel Deep Learning technique to increase the efficiency of currently available video compression techniques based on motion compensation…”
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Towards Unsupervised Multi-Temporal Satellite Image Super-Resolution by Prette, Nicola, Valsesia, Diego, Bianchi, Tiziano, Magli, Enrico

“…Multi-temporal super-resolution (SR) whereby a number of images of the same scene acquired at different times are fused to enhance its spatial resolution has…”
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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,…”
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Diffraction Efficiency-Aware Reconstruction for Compressive Sensing in the Mid-Infrared by Bianchi, Tiziano, Guzzi, Donatella, Lastri, Cinzia, Magli, Enrico, Nardino, Vanni, Palombi, Lorenzo, Prette, Nicola, Raimondi, Valentina, Valsesia, Diego

“…Compressive sensing has established itself as a novel imaging paradigm. In this paper, we analyze the behavior of a a compressive instrument based on spatial…”
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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…”
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