Natural Image Reconstruction from fMRI using Deep Learning: A Survey

18 October 2021

Papers citing "Natural Image Reconstruction from fMRI using Deep Learning: A Survey"

7 / 7 papers shown

Title
ViEEG: Hierarchical Neural Coding with Cross-Modal Progressive Enhancement for EEG-Based Visual Decoding Minxu Liu Donghai Guan Chuhang Zheng Chunwei Tian Jie Wen Qi Zhu 40 0 0 18 May 2025
Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN T. Fang Yu Qi Gang Pan GAN 33 50 0 28 Jan 2021
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN Milad Mozafari Leila Reddy R. V. Rullen AI4CE 30 70 0 31 Jan 2020
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 259 11,610 0 11 Jan 2018
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 110 3,049 0 18 Mar 2016
Generic decoding of seen and imagined objects using hierarchical visual features T. Horikawa Y. Kamitani 34 445 0 22 Oct 2015
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 92 1,959 0 26 Nov 2014