Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Steven McDonagh

NTIRE 2021 Challenge on Perceptual Image Quality Assessment


May 11, 2021
Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte, Manri Cheon, Sungjun Yoon, Byungyeon Kang, Junwoo Lee, Qing Zhang, Haiyang Guo, Yi Bin, Yuqing Hou, Hengliang Luo, Jingyu Guo, Zirui Wang, Hai Wang, Wenming Yang, Qingyan Bai, Shuwei Shi, Weihao Xia, Mingdeng Cao, Jiahao Wang, Yifan Chen, Yujiu Yang, Yang Li, Tao Zhang, Longtao Feng, Yiting Liao, Junlin Li, William Thong, Jose Costa Pereira, Ales Leonardis, Steven McDonagh, Kele Xu, Lehan Yang, Hengxing Cai, Pengfei Sun, Seyed Mehdi Ayyoubzadeh, Ali Royat, Sid Ahmed Fezza, Dounia Hammou, Wassim Hamidouche, Sewoong Ahn, Gwangjin Yoon, Koki Tsubota, Hiroaki Akutsu, Kiyoharu Aizawa


  Access Paper or Ask Questions

Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection


Aug 26, 2020
Carlo Biffi, Steven McDonagh, Philip Torr, Ales Leonardis, Sarah Parisot

* Accepted at ECCV 2020. Camera-ready version and Appendices 

  Access Paper or Ask Questions

DeepLPF: Deep Local Parametric Filters for Image Enhancement


Mar 31, 2020
Sean Moran, Pierre Marza, Steven McDonagh, Sarah Parisot, Gregory Slabaugh

* Accepted for publication at CVPR2020 

  Access Paper or Ask Questions

A Multi-Hypothesis Approach to Color Constancy


Mar 02, 2020
Daniel Hernandez-Juarez, Sarah Parisot, Benjamin Busam, Ales Leonardis, Gregory Slabaugh, Steven McDonagh

* Accepted for publication at CVPR2020 

  Access Paper or Ask Questions

A Multi-Hypothesis Classification Approach to Color Constancy


Feb 28, 2020
Daniel Hernandez-Juarez, Sarah Parisot, Benjamin Busam, Ales Leonardis, Gregory Slabaugh, Steven McDonagh

* Accepted at CVPR2020 

  Access Paper or Ask Questions

SteReFo: Efficient Image Refocusing with Stereo Vision


Sep 29, 2019
Benjamin Busam, Matthieu Hog, Steven McDonagh, Gregory Slabaugh


  Access Paper or Ask Questions

Meta-Learning for Few-shot Camera-Adaptive Color Constancy


Nov 28, 2018
Steven McDonagh, Sarah Parisot, Zhenguo Li, Gregory Slabaugh

* The two first authors contributed equally 

  Access Paper or Ask Questions

EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers


Jul 19, 2018
Bishesh Khanal, Alberto Gomez, Nicolas Toussaint, Steven McDonagh, Veronika Zimmer, Emily Skelton, Jacqueline Matthew, Daniel Grzech, Robert Wright, Chandni Gupta, Benjamin Hou, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz

* MICCAI Workshop on Perinatal, Preterm and Paediatric Image analysis (PIPPI), 2018 

  Access Paper or Ask Questions

Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry


Jul 17, 2018
Benjamin Hou, Nina Miolane, Bishesh Khanal, Matthew C. H. Lee, Amir Alansary, Steven McDonagh, Jo V. Hajnal, Daniel Rueckert, Ben Glocker, Bernhard Kainz


  Access Paper or Ask Questions

Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents


Jun 08, 2018
Amir Alansary, Loic Le Folgoc, Ghislain Vaillant, Ozan Oktay, Yuanwei Li, Wenjia Bai, Jonathan Passerat-Palmbach, Ricardo Guerrero, Konstantinos Kamnitsas, Benjamin Hou, Steven McDonagh, Ben Glocker, Bernhard Kainz, Daniel Rueckert

* Accepted for MICCAI2018 

  Access Paper or Ask Questions

Attention U-Net: Learning Where to Look for the Pancreas


May 20, 2018
Ozan Oktay, Jo Schlemper, Loic Le Folgoc, Matthew Lee, Mattias Heinrich, Kazunari Misawa, Kensaku Mori, Steven McDonagh, Nils Y Hammerla, Bernhard Kainz, Ben Glocker, Daniel Rueckert

* Accepted to published in MIDL'18 (Revised Version) / OpenReview link: https://openreview.net/forum?id=Skft7cijM 

  Access Paper or Ask Questions

3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images


Jan 23, 2018
Benjamin Hou, Bishesh Khanal, Amir Alansary, Steven McDonagh, Alice Davidson, Mary Rutherford, Jo V. Hajnal, Daniel Rueckert, Ben Glocker, Bernhard Kainz


  Access Paper or Ask Questions

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation


Nov 04, 2017
Konstantinos Kamnitsas, Wenjia Bai, Enzo Ferrante, Steven McDonagh, Matthew Sinclair, Nick Pawlowski, Martin Rajchl, Matthew Lee, Bernhard Kainz, Daniel Rueckert, Ben Glocker

* The method won the 1st-place in the Brain Tumour Segmentation (BRATS) 2017 competition (segmentation task) 

  Access Paper or Ask Questions

Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging


Sep 23, 2017
Steven McDonagh, Benjamin Hou, Konstantinos Kamnitsas, Ozan Oktay, Amir Alansary, Mary Rutherford, Jo V. Hajnal, Bernhard Kainz

* Springer LNCS 10555 2017 
* 11 pages, 6 figures, published in Proc MICCAI RAMBO'17 https://link.springer.com/chapter/10.1007/978-3-319-67564-0_12 

  Access Paper or Ask Questions

Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion


Mar 04, 2017
Benjamin Hou, Amir Alansary, Steven McDonagh, Alice Davidson, Mary Rutherford, Jo V. Hajnal, Daniel Rueckert, Ben Glocker, Bernhard Kainz

* 8 pages, 4 figures, 6 pages supplemental material, currently under review for MICCAI 2017 

  Access Paper or Ask Questions