Dragotti, Pier Luigi
- Generative Joint Source-Channel Coding for Semantic Image Transmission
2022/11/24 by Ecenaz Erdemir, Erdemir, Ecenaz, Tze-Yang Tung +5 · 15 citations
Computer Science · #Speech and Audio Processing #Digital Media Forensic Detection #Wireless Signal Modulation Classification
- Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion
2019/10/09 by Deng, Xin, Dragotti, Pier Luigi · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- AI-based Reconstruction for Fast MRI -- A Systematic Review and Meta-analysis
2021/12/23 by Chen, Yutong, Schönlieb, Carola-Bibiane, Liò, Pietro +6 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
- Reconstructing Classes of Non-bandlimited Signals from Time Encoded\n Information
2019/05/08 by Roxana Alexandru, Alexandru, Roxana, Pier Luigi Dragotti +1 · 3 citations
Computer Science · Mathematics · #Blind Source Separation Techniques #FOS: Electrical engineering #Image and Signal Denoising Methods #Mathematical Analysis and Transform Methods #Signal Processing (eess.SP) #electronic engineering #information engineering
- Privacy-Aware Communication Over a Wiretap Channel with Generative Networks
2021/10/08 by Erdemir, Ecenaz, Dragotti, Pier Luigi, Gunduz, Deniz · 3 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models
2023/10/02 by Chen, Jiakang, You, Di, Gündüz, Deniz +1 · 3 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Deep De-Aliasing for Fast Compressive Sensing MRI
2017/05/19 by Simiao Yu, Hao Dong, Yu, Simiao +19 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques
- Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution
2019/10/09 by Deng, Xin, Yang, Ren, Xu, Mai +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- LINN: Lifting Inspired Invertible Neural Network for Image Denoising
2021/05/07 by Jun-Jie Huang, Huang, Jun-Jie, Pier Luigi Dragotti +1 · 1 citation
Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Optical Coherence Tomography Applications #electronic engineering #information engineering
- LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression
2025/07/01 by Haotian Wu, Gongpu Chen, Wu, Haotian +5 · 6 citations
Computer Science · #68P30 #94A08 #Advanced Data Compression Techniques #E.4 #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.2 #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Information Theory (cs.IT) #Video Coding and Compression Technologies #electronic engineering #information engineering
- A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection Removal
2025/03/03 by Huang, Jun-Jie, Liu, Tianrui, Chen, Zihan +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering