Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Augmented Lagrangian Adversarial Attacks.

[BibT_eX]

[DOI]

Jérôme Rony

Eric Granger

Marco Pedersoli

Ismail Ben Ayed

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Deep co-training for semi-supervised image segmentation.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Discretely-constrained deep network for weakly supervised segmentation.

[BibT_eX]

[DOI]

Neural Networks, 2020

Metric learning: cross-entropy vs. pairwise losses.

[BibT_eX]

[DOI]

CoRR, 2020

Semi-supervised few-shot learning for medical image segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Mutual information deep regularization for semi-supervised segmentation.

[BibT_eX]

[DOI]

Jizong Peng

Marco Pedersoli

Christian Desrosiers

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

RADARSAT-2 Synthetic-Aperture Radar Land Cover Segmentation Using Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Progressive Gradient Pruning for Classification, Detection and Domain Adaptation.

[BibT_eX]

[DOI]

Le Thanh Nguyen-Meidine

Eric Granger

Madhu Kiran

Marco Pedersoli

Louis-Antoine Blais-Morin

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Convolutional STN for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses.

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[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Convolutional STN for Weakly Supervised Object Localization and Beyond.

[BibT_eX]

[DOI]

CoRR, 2019

A Computing Kernel for Network Binarization on PyTorch.

[BibT_eX]

[DOI]

Xianda Xu

Marco Pedersoli

CoRR, 2019

Information based Deep Clustering: An experimental study.

[BibT_eX]

[DOI]

Jizong Peng

Christian Desrosiers

Marco Pedersoli

CoRR, 2019

Adversarial Learning of General Transformations for Data Augmentation.

[BibT_eX]

[DOI]

Saypraseuth Mounsaveng

David Vázquez

Ismail Ben Ayed

Marco Pedersoli

CoRR, 2019

Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition.

[BibT_eX]

[DOI]

Alessandro L. Koerich

CoRR, 2019

Unsupervised Exemplar-Based Learning for Improved Document Image Classification.

[BibT_eX]

[DOI]

Sherif Abuelwafa

Marco Pedersoli

Mohamed Cheriet

IEEE Access, 2019

Emotion Recognition with Spatial Attention and Temporal Softmax Pooling.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

2018

An Attention Model for Group-Level Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

2017

DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Modeling Information Flow Through Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Areas of Attention for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Towards Automatic Image Editing: Learning to See another You.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2016, 2016

2015

A coarse-to-fine approach for fast deformable object detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Combining where and what in change detection for unsupervised foreground learning in surveillance.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

An Elastic Deformation Field Model for Object Detection and Tracking.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Factorized appearances for object detection.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Swap Retrieval: Retrieving Images of Cats When the Query Shows a Dog.

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[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Learning Where to Position Parts in 3D.

[BibT_eX]

[DOI]

Marco Pedersoli

Tinne Tuytelaars

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Weakly supervised object detection with convex clustering.

[BibT_eX]

[DOI]

Hakan Bilen

Marco Pedersoli

Tinne Tuytelaars

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Toward Real-Time Pedestrian Detection Based on a Deformable Template Model.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

Coupling video segmentation and action recognition.

[BibT_eX]

[DOI]

Amir Ghodrati

Marco Pedersoli

Tinne Tuytelaars

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Face Detection without Bells and Whistles.

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[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Object Classification with Adaptable Regions.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Is 2D Information Enough For Viewpoint Estimation?.

[BibT_eX]

[DOI]

Amir Ghodrati

Marco Pedersoli

Tinne Tuytelaars

Proceedings of the British Machine Vision Conference, 2014

Weakly Supervised Detection with Posterior Regularization.

[BibT_eX]

[DOI]

Hakan Bilen

Marco Pedersoli

Tinne Tuytelaars

Proceedings of the British Machine Vision Conference, 2014

A Scalable 3D HOG Model for Fast Object Detection and Viewpoint Estimation.

[BibT_eX]

[DOI]

Marco Pedersoli

Tinne Tuytelaars

Proceedings of the 2nd International Conference on 3D Vision, 2014

2013

Exploiting Multimodal Interaction Techniques for Video-Surveillance.

[BibT_eX]

[DOI]

Ramón Alberto Mollineda Cárdenas

Marco Pedersoli

Nicolas Pérez de la Blanca

F. Xavier Roca

Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

2012

Hierarchical multiresolution models for fast object detection.

[BibT_eX]

[DOI]

Marco Pedersoli

PhD thesis, 2012

2011

Efficient discriminative multiresolution cascade for real-time human detection applications.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

On Importance of Interactions and Context in Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

A coarse-to-fine approach for fast deformable object detection.

[BibT_eX]

[DOI]

Marco Pedersoli

Andrea Vedaldi

Jordi Gonzàlez

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

On tracking inside groups.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2010

Recursive Coarse-to-Fine Localization for Fast Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

2009

High-Speed Human Detection Using a Multiresolution Cascade of Histograms of Oriented Gradients.

[BibT_eX]

[DOI]

Marco Pedersoli

Jordi Gonzàlez

Juan José Villanueva

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008

Enhancing Real-Time Human Detection Based on Histograms of Oriented Gradients.

[BibT_eX]

[DOI]

Proceedings of the Computer Recognition Systems 2, 2008

View-Invariant Human Action Detection Using Component-Wise HMM of Body Parts.

[BibT_eX]

[DOI]

Bhaskar Chakraborty

Marco Pedersoli

Jordi Gonzàlez

Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

Marco Pedersoli

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