Stefan Popov

According to our database, Stefan Popov authored at least 25 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Vid2CAD: CAD Model Alignment Using Multi-View Constraints From Videos.

Kevis-Kokitsi Maninis, Stefan Popov, Matthias Nießner, Vittorio Ferrari

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Estimating Generic 3D Room Structures from 2D Annotations.

Denys Rozumnyi, Stefan Popov, Kevis-Kokitsi Maninis, Matthias Nießner, Vittorio Ferrari

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations.

Varun Jampani, Kevis-Kokitsi Maninis, Andreas Engelhardt, Arjun Karpur, Karen Truong, Kyle Sargent, Stefan Popov, André Araújo, Ricardo Martin-Brualla, Kaushal Patel, Daniel Vlasic, Vittorio Ferrari, Ameesh Makadia, Ce Liu, Yuanzhen Li, Howard Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CAD-Estate: Large-scale CAD Model Annotation in RGB Videos.

Kevis-Kokitsi Maninis, Stefan Popov, Matthias Nießner, Vittorio Ferrari

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

RayTran: 3D Pose Estimation and Shape Reconstruction of Multiple Objects from Videos with Ray-Traced Transformers.

Michal J. Tyszkiewicz, Kevis-Kokitsi Maninis, Stefan Popov, Vittorio Ferrari

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Relating Prenatal Hg Exposure and Neurological Development in Children with Machine Learning.

Stefan Popov, Janja Snoj Tratnik, Martin Breskvar, Darja Mazej, Milena Horvat, Saso Dzeroski

Proceedings of the 44th International Convention on Information, 2021

Using Machine Learning to Identify Factors Contributing to Mould in the Celje Ceiling Painting.

Stefan Popov, Katja Kavkler, Saso Dzeroski

Proceedings of the 44th International Convention on Information, 2021

Modeling the Association Between Prenatal Exposure to Mercury and Neurodevelopment of Children.

Stefan Popov, Janja Snoj Tratnik, Martin Breskvar, Darja Mazej, Milena Horvat, Saso Dzeroski

Proceedings of the ICT Innovations 2021. Digital Transformation, 2021

2020

The Open Images Dataset V4.

Alina Kuznetsova, Hassan Rom, Neil Alldrin, Jasper R. R. Uijlings, Ivan Krasin, Jordi Pont-Tuset, Shahab Kamali, Stefan Popov, Matteo Malloci, Alexander Kolesnikov, Tom Duerig, Vittorio Ferrari

Int. J. Comput. Vis., 2020

Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity.

Mykhaylo Andriluka, Stefano Pellegrini, Stefan Popov, Vittorio Ferrari

CoRR, 2020

CoReNet: Coherent 3D Scene Reconstruction from a Single RGB Image.

Stefan Popov, Pablo Bauszat, Vittorio Ferrari

Proceedings of the Computer Vision - ECCV 2020, 2020

C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds.

Albert Pumarola, Stefan Popov, Francesc Moreno-Noguer, Vittorio Ferrari

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Multidimensional Sensor Data Prediction.

Stefan Popov, Biljana Risteska Stojkoska

Proceedings of the ICT Innovations 2019. Big Data Processing and Mining, 2019

Large-Scale Interactive Object Segmentation With Human Annotators.

Rodrigo Benenson, Stefan Popov, Vittorio Ferrari

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale.

Alina Kuznetsova, Hassan Rom, Neil Alldrin, Jasper R. R. Uijlings, Ivan Krasin, Jordi Pont-Tuset, Shahab Kamali, Stefan Popov, Matteo Malloci, Tom Duerig, Vittorio Ferrari

CoRR, 2018

Revisiting Knowledge Transfer for Training Object Class Detectors.

Jasper R. R. Uijlings, Stefan Popov, Vittorio Ferrari

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2015

Multiview Intrinsic Images of Outdoors Scenes with an Application to Relighting.

Sylvain Duchêne, Clément Riant, Gaurav Chaurasia, Jorge Lopez-Moreno, Pierre-Yves Laffont, Stefan Popov, Adrien Bousseau, George Drettakis

ACM Trans. Graph., 2015

Probabilistic Connections for Bidirectional Path Tracing.

Stefan Popov, Ravi Ramamoorthi, Frédo Durand, George Drettakis

Comput. Graph. Forum, 2015

2013

Depicting stylized materials with vector shade trees.

Jorge Lopez-Moreno, Stefan Popov, Adrien Bousseau, Maneesh Agrawala, George Drettakis

ACM Trans. Graph., 2013

Adaptive Quantization Visibility Caching.

Stefan Popov, Iliyan Georgiev, Philipp Slusallek, Carsten Dachsbacher

Comput. Graph. Forum, 2013

2012

Algorithms and data structures for interactive ray tracing on commodity hardware.

Stefan Popov

PhD thesis, 2012

Importance Caching for Complex Illumination.

Iliyan Georgiev, Jaroslav Krivánek, Stefan Popov, Philipp Slusallek

Comput. Graph. Forum, 2012

2011

Real-Time Face Recognition from Surveillance Video.

Michael Davis, Stefan Popov, Cristina Surlea

Proceedings of the Intelligent Video Event Analysis and Understanding, 2011

2009

Object partitioning considered harmful: space subdivision for BVHs.

Stefan Popov, Iliyan Georgiev, Rossen Dimov, Philipp Slusallek

Proceedings of the ACM SIGGRAPH/EUROGRAPHICS Conference on High Performance Graphics 2009, 2009

2007

Stackless KD-Tree Traversal for High Performance GPU Ray Tracing.

Stefan Popov, Johannes Günther, Hans-Peter Seidel, Philipp Slusallek

Comput. Graph. Forum, 2007