Search Results for author: Alessandro Gnutti

Found 3 papers, 1 papers with code

Transformer-based Learned Image Compression for Joint Decoding and Denoising

no code implementations20 Feb 2024 Yi-Hsin Chen, Kuan-Wei Ho, Shiau-Rung Tsai, Guan-Hsun Lin, Alessandro Gnutti, Wen-Hsiao Peng, Riccardo Leonardi

Instead of training separate decoders for these tasks, we incorporate two add-on modules to adapt a pre-trained image decoder from performing the standard image reconstruction to joint decoding and denoising.

Denoising Image Compression +1

LiDAR Depth Map Guided Image Compression Model

no code implementations12 Jan 2024 Alessandro Gnutti, Stefano Della Fiore, Mattia Savardi, Yi-Hsin Chen, Riccardo Leonardi, Wen-Hsiao Peng

In this paper, we introduce a novel direction that harnesses LiDAR depth maps to enhance the compression of the corresponding RGB camera images.

Image Compression Image Restoration

CANF-VC: Conditional Augmented Normalizing Flows for Video Compression

1 code implementation12 Jul 2022 Yung-Han Ho, Chih-Peng Chang, Peng-Yu Chen, Alessandro Gnutti, Wen-Hsiao Peng

CANF-VC represents a new attempt that leverages the conditional ANF to learn a video generative model for conditional inter-frame coding.

Video Compression

Cannot find the paper you are looking for? You can Submit a new open access paper.