Pier Luigi Dragotti - Publications, H-index & Citations | Canyam

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Pier Luigi Dragotti

Imperial College London

36H-index

323Paper Count

7.5KCitation Count

Published Papers 43

Publication Date

Enhanced accuracy in first-spike coding using current-based adaptive LIF neuron

NEURAL NETWORKS

IF6.3

2025-04-01

0

PREAI

Liu, Siying; Dragotti, Pier Luigi

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Rigorous Assessment of Natural Frequencies of Fault-Originated Travelling Waves

IEEE TRANSACTIONS ON POWER DELIVERY

IF3.7

2024-08-01

0

OAAI

Wang, Zhaoyang; Karami, Hamidreza; Paolone, Mario; Dragotti, Pier Luigi

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Model-Based Explainable Deep Learning for Light-Field Microscopy Imaging

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2024-01-01

0

OAAI

Song, Pingfan; Jadan, Herman Verinaz; Howe, Carmel L.; Foust, Amanda J.; Dragotti, Pier Luigi

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First-spike coding promotes accurate and efficient spiking neural networks for discrete events with rich temporal structures

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-10-02

1

OAAI

Liu, Siying; Leung, Vincent C. H.; Dragotti, Pier Luigi

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Generative Joint Source-Channel Coding for Semantic Image Transmission

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2023-08-01

25

OAAI

Erdemir, Ecenaz; Tung, Tze-Yang; Dragotti, Pier Luigi; Gunduz, Deniz

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Comparing synthetic refocusing to deconvolution for the extraction of neuronal calcium transients from light fields

IF3.8

2022-03-11

2

OAAI

Howe, Carmel L.; Quicke, Peter; Song, Pingfan; Verinaz-Jadan, Herman; Dragotti, Pier Luigi; Foust, Amanda J.

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Light-Field Microscopy for the Optical Imaging of Neuronal Activity: When model-based methods meet data-driven approaches

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2022-03-01

8

OAAI

Song, Pingfan; Verinaz-Jadan, Herman; Howe, Carmel L.; Foust, Amanda J.; Dragotti, Pier Luigi

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AI-Based Reconstruction for Fast MRI-A Systematic Review and Meta-Analysis

PROCEEDINGS OF THE IEEE

IF25.9

2022-02-01

64

OAAI

Chen, Yutong; Schonlieb, Carola-Bibiane; Lio, Pietro; Leiner, Tim; Dragotti, Pier Luigi; Wang, Ge; Rueckert, Daniel; Firmin, David; Yang, Guang

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WINNet: Wavelet-Inspired Invertible Network for Image Denoising

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2022-01-01

51

OAAI

Huang, Jun-Jie; Dragotti, Pier Luigi

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Multi-Modal Convolutional Dictionary Learning

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2022-01-01

26

PREAI

Gao, Fangyuan; Deng, Xin; Xu, Mai; Xu, Jingyi; Dragotti, Pier Luigi

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Mixed X-Ray Image Separation for Artworks With Concealed Designs

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2022-01-01

3

OAAI

Pu, Wei; Huang, Jun-Jie; Sober, Barak; Daly, Nathan; Higgitt, Catherine; Daubechies, Ingrid; Dragotti, Pier Luigi; Rodrigues, Miguel R. D.

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Neural heterogeneity promotes robust learning

NATURE COMMUNICATIONS

IF15.7

2021-10-04

108

OAAI

Perez-Nieves, Nicolas; Leung, Vincent C. H.; Dragotti, Pier Luigi; Goodman, Dan F. M.

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Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-09-01

47

OAAI

Wang, Xiaofei; Jiang, Lai; Li, Liu; Xu, Mai; Deng, Xin; Dai, Lisong; Xu, Xiangyang; Li, Tianyi; Guo, Yichen; Wang, Zulin; Dragotti, Pier Luigi

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Deep phase retrieval: Analyzing over-parameterization in phase retrieval

SIGNAL PROCESSING

IF3.6

2021-03-01

0

PREAI

Yu, Qi; Huang, Jun-Jie; Zhu, Jubo; Dai, Wei; Dragotti, Pier Luigi

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Privacy-Aware Time-Series Data Sharing With Deep Reinforcement Learning

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2021-01-01

31

OAAI

Erdemir, Ecenaz; Dragotti, Pier Luigi; Gunduz, Deniz

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Wavelet based fault location on power transmission lines using real-world travelling wave data

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2020-09-01

29

PREAI

Parsi, Mahmood; Crossley, Peter; Dragotti, Pier Luigi; Cole, David

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Subcellular resolution three-dimensional light-field imaging with genetically encoded voltage indicators

IF3.8

2020-08-28

25

OAAI

Quicke, Peter; Howe, Carmel L.; Song, Pingfan; Jadan, Herman, V; Song, Chenchen; Knopfel, Thomas; Neil, Mark; Dragotti, Pier L.; Schultz, Simon R.; Foust, Amanda J.

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Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

53

OAAI

Deng, Xin; Dragotti, Pier Luigi

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Photo Realistic Image Completion via Dense Correspondence

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2018-11-01

2

OAAI

Huang, Jun-Jie; Dragotti, Pier Luigi

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DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2018-06-01

791

OAAI

Yang, Guang; Yu, Simiao; Dong, Hao; Slabaugh, Greg; Dragotti, Pier Luigi; Ye, Xujiong; Liu, Fangde; Arridge, Simon; Keegan, Jennifer; Guo, Yike; Firmin, David

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