| Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C Ledig, L Theis, F Huszar, J Caballero, A Aitken, A Tejani, J Totz, ... ArXiv, 2016 | 2301 | 2016 |
| Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network W Shi, J Caballero, F Huszar, J Totz, AP Aitken, R Bishop, D Rueckert, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 963 | 2016 |
| A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction S Jo, J Caballero, JV Hajnal, A Price, D Rueckert arXiv, 2017 | 222* | 2017 |
| Amortised MAP Inference for Image Super-resolution CK Sønderby, J Caballero, L Theis, W Shi, F Huszár ArXiv, 2016 | 199 | 2016 |
| Anatomically constrained neural networks (ACNNs): application to cardiac image enhancement and segmentation O Oktay, E Ferrante, K Kamnitsas, M Heinrich, W Bai, J Caballero, ... IEEE transactions on medical imaging 37 (2), 384-395, 2017 | 147 | 2017 |
| Dictionary learning and time sparsity for dynamic MR data reconstruction J Caballero, AN Price, D Rueckert, J Hajnal IEEE Transactions on Medical Imaging 33 (4), 979-994, 2014 | 119 | 2014 |
| Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation J Caballero, C Ledig, A Aitken, A Acosta, J Totz, Z Wang, W Shi arXiv, 2016 | 112 | 2016 |
| Cardiac image super-resolution with global correspondence using multi-atlas patchmatch W Shi, J Caballero, C Ledig, X Zhuang, W Bai, K Bhatia, ... International Conference on Medical Image Computing and Computer-Assisted …, 2013 | 102 | 2013 |
| Multi-Input Cardiac Image Super-Resolution using Convolutional Neural Networks O Oktay, W Bai, M Lee, R Guerrero, K Kamnitsas, J Caballero, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016, 0 | 90* | |
| Convolutional recurrent neural networks for dynamic MR image reconstruction C Qin, J Schlemper, J Caballero, AN Price, JV Hajnal, D Rueckert IEEE transactions on medical imaging 38 (1), 280-290, 2018 | 45 | 2018 |
| Is the deconvolution layer the same as a convolutional layer? W Shi, J Caballero, L Theis, F Huszar, A Aitken, C Ledig, Z Wang arXiv preprint arXiv:1609.07009, 2016 | 41 | 2016 |
| Standardized evaluation system for left ventricular segmentation algorithms in 3D echocardiography O Bernard, JG Bosch, B Heyde, M Alessandrini, D Barbosa, ... IEEE transactions on medical imaging 35 (4), 967-977, 2015 | 40 | 2015 |
| Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize A Aitken, C Ledig, L Theis, J Caballero, Z Wang, W Shi arXiv preprint arXiv:1707.02937, 2017 | 35 | 2017 |
| Dictionary learning and time sparsity in dynamic MRI J Caballero, D Rueckert, JV Hajnal Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012, 256-263, 2012 | 27 | 2012 |
| Application-driven MRI: Joint reconstruction and segmentation from undersampled MRI data J Caballero, W Bai, AN Price, D Rueckert, JV Hajnal International Conference on Medical Image Computing and Computer-Assisted …, 2014 | 17 | 2014 |
| Frame interpolation with multi-scale deep loss functions and generative adversarial networks J van Amersfoort, W Shi, A Acosta, F Massa, J Totz, Z Wang, J Caballero arXiv preprint arXiv:1711.06045, 2017 | 16 | 2017 |
| Learning Shape Representations for Multi-Atlas Endocardium Segmentation in 3D Echo Images O Oktay, W Shi, J Caballero, K Keraudren, D Rueckert MICCAI Challenge on Endocardial Three-dimensional Ultrasound Segmentation …, 2014 | 10 | 2014 |
| Fast Reconstruction of Accelerated Dynamic MRI Using Manifold Kernel Regression KK Bhatia, J Caballero, AN Price, Y Sun, JV Hajnal, D Rueckert Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015, 510-518, 2015 | 8 | 2015 |
| Enhancing Visual Data Using And Augmenting Model Libraries Z Wang, RD Bishop, W Shi, J Caballero, AP Aitken, J Totz US Patent App. 15/680,716, 2017 | 7 | 2017 |
| Visual Processing Using Temporal and Spatial Interpolation Z Wang, RD Bishop, W Shi, J Caballero, AP Aitken, J Totz US Patent App. 15/681,092, 2018 | 5 | 2018 |
Wenzhe Shi（施闻哲）ML Researcher, Twitter Inc, Cortex Applied ResearchVerified email at twitter.com