Pascal Fua

Publications (25)

Robust Differentiable SVD.

IEEE transactions on pattern analysis and machine intelligence

Avec: Wei Wang , Zheng Dang , Yinlin Hu , Pascal Fua , Mathieu Salzmann

Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation.

IEEE transactions on pattern analysis and machine intelligence

Avec: Sina Honari , Victor Constantin , Helge Rhodin , Mathieu Salzmann , Pascal Fua

Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images.

IEEE transactions on medical imaging

Avec: Roger Bermudez-Chacon , Okan Altingovde , Carlos Becker , Mathieu Salzmann , Pascal Fua

Are Existing Monocular Computer Vision-Based 3D Motion Capture Approaches Ready for Deployment? A Methodological Study on the Example of Alpine Skiing.

Sensors (Basel, Switzerland)

Avec: Mirela Ostrek , Helge Rhodin , Pascal Fua , Erich Müller , Jörg Spörri

Joint Segmentation and Path Classification of Curvilinear Structures.

IEEE transactions on pattern analysis and machine intelligence

Avec: Agata Mosinska , Mateusz Kozinski , Pascal Fua

GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss.

IEEE transactions on pattern analysis and machine intelligence

Avec: Erhan Gundogdu , Victor Constantin , Shaifali Parashar , Amrollah Seifoddini , Minh Dang , Mathieu Salzmann , Pascal Fua

Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures.

Medical image analysis

Avec: Mateusz Koziński , Agata Mosinska , Mathieu Salzmann , Pascal Fua

Self-Supervised Human Detection and Segmentation via Background Inpainting.

IEEE transactions on pattern analysis and machine intelligence

Avec: Isinsu Katircioglu , Helge Rhodin , Victor Constantin , Jorg Sporri , Mathieu Salzmann , Pascal Fua

Promoting Connectivity of Network-Like Structures by Enforcing Region Separation.

IEEE transactions on pattern analysis and machine intelligence

Avec: Doruk Oner , Mateusz Kozinski , Leonardo Citraro , Nathan C Dadap , Alexandra G Konings , Pascal Fua

Counting People by Estimating People Flows.

IEEE transactions on pattern analysis and machine intelligence

Avec: Weizhe Liu , Mathieu Salzmann , Pascal Fua

LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals.

Nature methods

Avec: Adam Gosztolai , Semih Günel , Victor Lobato-Ríos , Marco Pietro Abrate , Daniel Morales , Helge Rhodin , Pascal Fua , Pavan Ramdya

3D reconstruction of curvilinear structures with stereo matching deep convolutional neural networks.

Ultramicroscopy

Avec: Okan Altingövde , Anastasiia Mishchuk , Gulnaz Ganeeva , Emad Oveisi , Cecile Hebert , Pascal Fua

Mo

IEEE transactions on visualization and computer graphics

Avec: Weipeng Xu , Avishek Chatterjee , Michael Zollhofer , Helge Rhodin , Pascal Fua , Hans-Peter Seidel , Christian Theobalt

A Performance Evaluation of Local Features for Image-Based 3D Reconstruction.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Avec: Bin Fan , Qingqun Kong , Xinchao Wang , Zhiheng Wang , Shiming Xiang , Chunhong Pan , Pascal Fua

Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems.

IEEE transactions on pattern analysis and machine intelligence

Avec: Zheng Dang , Kwang Moo Yi , Yinlin Hu , Fei Wang , Pascal Fua , Mathieu Salzmann

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult

eLife

Avec: Semih Günel , Helge Rhodin , Daniel Morales , João Campagnolo , Pavan Ramdya , Pascal Fua

Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate.

IEEE transactions on medical imaging

Avec: Doruk Oner , Mateusz Kozinski , Lenoardo Citraro , Pascal Fua

Persistent Homology With Improved Locality Information for More Effective Delineation.

IEEE transactions on pattern analysis and machine intelligence

Avec: Doruk Oner , Adelie Garin , Mateusz Kozinski , Kathryn Hess , Pascal Fua

Detecting Road Obstacles by Erasing Them.

IEEE transactions on pattern analysis and machine intelligence

Avec: Krzysztof Lis , Sina Honari , Pascal Fua , Mathieu Salzmann

Beyond Sharing Weights for Deep Domain Adaptation.

IEEE transactions on pattern analysis and machine intelligence

Avec: Artem Rozantsev , Mathieu Salzmann , Pascal Fua

Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching.

IEEE transactions on pattern analysis and machine intelligence

Avec: Jiayan Qiu , Xinchao Wang , Pascal Fua , Dacheng Tao

BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets.

Nature methods

Avec: Linus Manubens-Gil , Zhi Zhou , Hanbo Chen , Arvind Ramanathan , Xiaoxiao Liu , Yufeng Liu , Alessandro Bria , Todd Gillette , Zongcai Ruan , Jian Yang , Miroslav Radojević , Ting Zhao , Li Cheng , Lei Qu , Siqi Liu , Kristofer E Bouchard , Lin Gu , Weidong Cai , Shuiwang Ji , Badrinath Roysam , Ching-Wei Wang , Hongchuan Yu , Amos Sironi , Daniel Maxim Iascone , Jie Zhou , Erhan Bas , Eduardo Conde-Sousa , Paulo Aguiar , Xiang Li , Yujie Li , Sumit Nanda , Yuan Wang , Leila Muresan , Pascal Fua , Bing Ye , Hai-Yan He , Jochen F Staiger , Manuel Peter , Daniel N Cox , Michel Simonneau , Marcel Oberlaender , Gregory Jefferis , Kei Ito , Paloma Gonzalez-Bellido , Jinhyun Kim , Edwin Rubel , Hollis T Cline , Hongkui Zeng , Aljoscha Nern , Ann-Shyn Chiang , Jianhua Yao , Jane Roskams , Rick Livesey , Janine Stevens , Tianming Liu , Chinh Dang , Yike Guo , Ning Zhong , Georgia Tourassi , Sean Hill , Michael Hawrylycz , Christof Koch , Erik Meijering , Giorgio A Ascoli , Hanchuan Peng

A Closed-Form, Pairwise Solution to Local Non-Rigid Structure-from-Motion.

IEEE transactions on pattern analysis and machine intelligence

Avec: Shaifali Parashar , Yuxuan Long , Mathieu Salzmann , Pascal Fua

DeepMesh: Differentiable Iso-Surface Extraction.

IEEE transactions on pattern analysis and machine intelligence

Avec: Benoit Guillard , Edoardo Remelli , Artem Lukoianov , Pierre Yvernay , Stephan R Richter , Timur Bagautdinov , Pierre Baque , Pascal Fua

Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields.

Medical image analysis

Avec: Kangxian Xie , Jiancheng Yang , Donglai Wei , Ziqiao Weng , Pascal Fua

Réseau de co-auteurs

Mathieu Salzmann 11 collaborations

Helge Rhodin 6 collaborations

Mateusz Kozinski 4 collaborations

Victor Constantin 3 collaborations

Doruk Oner 3 collaborations

Zheng Dang 2 collaborations

Yinlin Hu 2 collaborations

Sina Honari 2 collaborations

Agata Mosinska 2 collaborations

Shaifali Parashar 2 collaborations

Semih Günel 2 collaborations

Daniel Morales 2 collaborations

Pavan Ramdya 2 collaborations

Xinchao Wang 2 collaborations

Wei Wang 1 collaboration

Roger Bermudez-Chacon 1 collaboration

Okan Altingovde 1 collaboration

Carlos Becker 1 collaboration

Mirela Ostrek 1 collaboration

Erich Müller 1 collaboration

Jörg Spörri 1 collaboration

Erhan Gundogdu 1 collaboration

Amrollah Seifoddini 1 collaboration

Minh Dang 1 collaboration

Mateusz Koziński 1 collaboration

Isinsu Katircioglu 1 collaboration

Jorg Sporri 1 collaboration

Leonardo Citraro 1 collaboration

Nathan C Dadap 1 collaboration

Alexandra G Konings 1 collaboration

Weizhe Liu 1 collaboration

Adam Gosztolai 1 collaboration

Victor Lobato-Ríos 1 collaboration

Marco Pietro Abrate 1 collaboration

Okan Altingövde 1 collaboration

Anastasiia Mishchuk 1 collaboration

Gulnaz Ganeeva 1 collaboration

Emad Oveisi 1 collaboration

Cecile Hebert 1 collaboration

Weipeng Xu 1 collaboration

Avishek Chatterjee 1 collaboration

Michael Zollhofer 1 collaboration

Hans-Peter Seidel 1 collaboration

Christian Theobalt 1 collaboration

Bin Fan 1 collaboration

Qingqun Kong 1 collaboration

Zhiheng Wang 1 collaboration

Shiming Xiang 1 collaboration

Chunhong Pan 1 collaboration

Kwang Moo Yi 1 collaboration

Fei Wang 1 collaboration

João Campagnolo 1 collaboration

Lenoardo Citraro 1 collaboration

Adelie Garin 1 collaboration

Kathryn Hess 1 collaboration

Krzysztof Lis 1 collaboration

Artem Rozantsev 1 collaboration

Jiayan Qiu 1 collaboration

Dacheng Tao 1 collaboration

Linus Manubens-Gil 1 collaboration

Zhi Zhou 1 collaboration

Hanbo Chen 1 collaboration

Arvind Ramanathan 1 collaboration

Xiaoxiao Liu 1 collaboration

Yufeng Liu 1 collaboration

Alessandro Bria 1 collaboration

Todd Gillette 1 collaboration

Zongcai Ruan 1 collaboration

Jian Yang 1 collaboration

Miroslav Radojević 1 collaboration

Ting Zhao 1 collaboration

Li Cheng 1 collaboration

Lei Qu 1 collaboration

Siqi Liu 1 collaboration

Kristofer E Bouchard 1 collaboration

Lin Gu 1 collaboration

Weidong Cai 1 collaboration

Shuiwang Ji 1 collaboration

Badrinath Roysam 1 collaboration

Ching-Wei Wang 1 collaboration

Hongchuan Yu 1 collaboration

Amos Sironi 1 collaboration

Daniel Maxim Iascone 1 collaboration

Jie Zhou 1 collaboration

Erhan Bas 1 collaboration

Eduardo Conde-Sousa 1 collaboration

Paulo Aguiar 1 collaboration

Xiang Li 1 collaboration

Yujie Li 1 collaboration

Sumit Nanda 1 collaboration

Yuan Wang 1 collaboration

Leila Muresan 1 collaboration

Bing Ye 1 collaboration

Hai-Yan He 1 collaboration

Jochen F Staiger 1 collaboration

Manuel Peter 1 collaboration

Daniel N Cox 1 collaboration

Michel Simonneau 1 collaboration

Marcel Oberlaender 1 collaboration

Gregory Jefferis 1 collaboration

Kei Ito 1 collaboration

Paloma Gonzalez-Bellido 1 collaboration

Jinhyun Kim 1 collaboration

Edwin Rubel 1 collaboration

Hollis T Cline 1 collaboration

Hongkui Zeng 1 collaboration

Aljoscha Nern 1 collaboration

Ann-Shyn Chiang 1 collaboration

Jianhua Yao 1 collaboration

Jane Roskams 1 collaboration

Rick Livesey 1 collaboration

Janine Stevens 1 collaboration

Tianming Liu 1 collaboration

Chinh Dang 1 collaboration

Yike Guo 1 collaboration

Ning Zhong 1 collaboration

Georgia Tourassi 1 collaboration

Sean Hill 1 collaboration

Michael Hawrylycz 1 collaboration

Christof Koch 1 collaboration

Erik Meijering 1 collaboration

Giorgio A Ascoli 1 collaboration

Hanchuan Peng 1 collaboration

Yuxuan Long 1 collaboration

Benoit Guillard 1 collaboration

Edoardo Remelli 1 collaboration

Artem Lukoianov 1 collaboration

Pierre Yvernay 1 collaboration

Stephan R Richter 1 collaboration

Timur Bagautdinov 1 collaboration

Pierre Baque 1 collaboration

Kangxian Xie 1 collaboration

Jiancheng Yang 1 collaboration

Donglai Wei 1 collaboration

Ziqiao Weng 1 collaboration