| Using deep neural networks for inverse problems in imaging: beyond analytical methods A Lucas, M Iliadis, R Molina, AK Katsaggelos IEEE Signal Processing Magazine 35 (1), 20-36, 2018 | 535 | 2018 |
| CellProfiler 4: improvements in speed, utility and usability DR Stirling, MJ Swain-Bowden, AM Lucas, AE Carpenter, BA Cimini, ... BMC bioinformatics 22, 1-11, 2021 | 478 | 2021 |
| Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution A Lucas, S Lopez-Tapia, R Molina, AK Katsaggelos International Conference on Image Processing, 2018 | 194 | 2018 |
| Open-source deep-learning software for bioimage segmentation AM Lucas, PV Ryder, B Li, BA Cimini, KW Eliceiri, AE Carpenter Molecular Biology of the Cell 32 (9), 823-829, 2021 | 50 | 2021 |
| A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models S López-Tapia, A Lucas, R Molina, AK Katsaggelos Digital Signal Processing 104, 102801, 2020 | 17 | 2020 |
| PyImageJ: A library for integrating ImageJ and Python CT Rueden, MC Hiner, EL Evans III, MA Pinkert, AM Lucas, AE Carpenter, ... Nature methods 19 (11), 1326-1327, 2022 | 14 | 2022 |
| Neural networks for modeling neural spiking in S1 cortex A Lucas, T Tomlinson, N Rohani, R Chowdhury, SA Solla, ... Frontiers in systems neuroscience 13, 13, 2019 | 10 | 2019 |
| Efficient Fine-tuning of Neural Networks for Artifact Removal in Deep Learning for Inverse Imaging Problems A Lucas, S Lopez-Tapia, R Molina, K Aggelos K IEEE 2019 International Conference on Image Processing (ICIP), 2019 | 4 | 2019 |
| Self-supervised Fine-tuning for Correcting Super-Resolution Convolutional Neural Networks A Lucas, S Lopez-Tapia, R Molina, AK Katsaggelos arXiv preprint arXiv:1912.12879, 2019 | 3 | 2019 |
| Semantic Prior Based Generative Adversarial Network for Video Super-Resolution X Wu, A Lucas, S Lopez-Tapia, X Wang, YH Kim, R Molina, ... 27th European Signal Processing Conference (EUSIPCO), 2019 | 3 | 2019 |
| Spatially Adaptive Losses for Video Super-resolution with GANs X Wang, A Lucas, S Lopez-Tapia, X Wu, R Molina, AK Katsaggelos IEEE 2019 International Conference on Acoustics, Speech, and Signal …, 2019 | 3 | 2019 |
| Gated recurrent networks for video super resolution S López-Tapia, A Lucas, R Molina, AK Katsaggelos 2020 28th European Signal Processing Conference (EUSIPCO), 700-704, 2021 | 2 | 2021 |
| GAN-Based Video Super-Resolution with Direct Regularized Inversion of the Low-Resolution Formation Model S Lopez-Tapia, A Lucas, R Molina, K Aggelos K IEEE 2019 International Conference on Image Processing (ICIP), 2019 | 2 | 2019 |
| Multiple-Degradation Video Super-Resolution with Direct Inversion of the Low-Resolution Formation Model S Lopez-Tapia, A Lucas, R Molina, K Aggelos K 27th European Signal Processing Conference (EUSIPCO), 2019 | 2 | 2019 |
| Using deep neural networks for inverse problems in imaging A Lucas, M Iliadis, R Molina, A Katsaggelos Signal Processing Magazine,(accepted for publication), 0 | 2 | |
| Deep Perceptual Losses and Self-supervised Fine-tuning for Image and Video Super-resolution A Lucas Northwestern University, 2020 | | 2020 |
| Self-supervised fine-tuning for image enhancement of super-resolution deep neural networks A Lucas, S Lopez-Tapia, R Molina, AK Katsaggelos Free radical biology & medicine., 2019 | | 2019 |
| Earthquake Detective: Engaging Citizens in the Detection of Dynamically Triggered Seismic Events V Tang, JC Thompson, B Rösler, J Nelson, S Van der Lee, K Chao, ... AGU Fall Meeting Abstracts 2019, S53E-0495, 2019 | | 2019 |
| A Composite Discriminator for GAN based Video Super Resolution X Wang, A Lucas, S Lopez-Tapia, X Wu, R Molina, A Katsaggelos 27th European Signal Processing Conference (EUSIPCO), 2019 | | 2019 |
| Earthquake Detective: Engaging Citizens in the Detection of Dynamically Triggered Seismic Events S van der Lee, V Tang, B Roesler, J Nelson, JC Thompson, A Lucas, ... AGU Fall Meeting Abstracts 2018, ED51C-0680, 2018 | | 2018 |
Aggelos K KatsaggelosJoseph Cummings Professor of ECE (Courtesy CS and Radiology), Northwestern UniversityVerified email at eecs.northwestern.edu
