Sinisa Todorovic

Karen E. Adolph

Proceedings of the IEEE International Conference on Development and Learning, 2024

Infants' Developing Environment: Integration of Computer Vision and Human Annotation to Quantify where Infants Go, what They Touch, and what They See.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Development and Learning, 2024

2023

Bidirectional Alignment for Domain Adaptive Detection with Transformers.

[BibT_eX]

[DOI]

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

Markov Game Video Augmentation for Action Segmentation.

[BibT_eX]

[DOI]

Nicolas Aziere

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

2022

A polar-edge context-aware (PECA) network for mirror segmentation.

[BibT_eX]

[DOI]

Image Vis. Comput., 2022

Multistage temporal convolution transformer for action segmentation.

[BibT_eX]

[DOI]

Nicolas Aziere

Image Vis. Comput., 2022

iFS-RCNN: An Incremental Few-shot Instance Segmenter.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DESTR: Object Detection with Split Transformer.

[BibT_eX]

[DOI]

Liqiang He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models.

[BibT_eX]

[DOI]

CoRR, 2021

A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation.

[BibT_eX]

[DOI]

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

FAPIS: A Few-Shot Anchor-Free Part-Based Instance Segmenter.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Action Shuffle Alternating Learning for Unsupervised Action Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Anchor-Constrained Viterbi for Set-Supervised Action Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

A Self-supervised GAN for Unsupervised Few-shot Object Recognition.

[BibT_eX]

[DOI]

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

Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform.

[BibT_eX]

[DOI]

Fuxin Li

Proceedings of the 8th International Conference on Learning Representations, 2020

Set-Constrained Viterbi for Set-Supervised Action Segmentation.

[BibT_eX]

[DOI]

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

2019

X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust.

[BibT_eX]

[DOI]

CoRR, 2019

Feature Weighting and Boosting for Few-Shot Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Weakly Supervised Energy-Based Learning for Action Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Ensemble Deep Manifold Similarity Learning Using Hard Proxies.

[BibT_eX]

[DOI]

Nicolas Aziere

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

Natural Language Interaction with Explainable AI Models.

[BibT_eX]

[DOI]

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

Explainable AI as Collaborative Task Solving.

[BibT_eX]

[DOI]

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

2018

Learning and Inferring "Dark Matter" and Predicting Human Intents and Trajectories in Videos.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

The Planteome database: an integrated resource for reference ontologies, plant genomics and phenomics.

[BibT_eX]

[DOI]

Laurel Cooper

Austin Meier

Marie-Angélique Laporte

Nucleic Acids Res., 2018

Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Planteome & BisQue: Automating Image Annotation with Ontologies using Deep-Learning Networks.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Biological Ontology (ICBO 2018), 2018

Temporal Deformable Residual Networks for Action Segmentation in Videos.

[BibT_eX]

[DOI]

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

Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion.

[BibT_eX]

[DOI]

Fuxin Li

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

2017

AFEW-VA database for valence and arousal estimation in-the-wild.

[BibT_eX]

[DOI]

Jean Kossaifi

Georgios Tzimiropoulos

Maja Pantic

Image Vis. Comput., 2017

Detecting sudden moving objects in a series of digital images with different exposure times.

[BibT_eX]

[DOI]

Hamid Mahmoudabadi

Michael J. Olsen

Comput. Vis. Image Underst., 2017

Unsupervised object region proposals for RGB-D indoor scenes.

[BibT_eX]

[DOI]

Zhuo Deng

Longin Jan Latecki

Comput. Vis. Image Underst., 2017

Joint Spatio-Temporal Boundary Detection and Boundary Flow Prediction with a Fully Convolutional Siamese Network.

[BibT_eX]

[DOI]

Fuxin Li

CoRR, 2017

CERN: Confidence-Energy Recurrent Network for Group Activity Recognition.

[BibT_eX]

[DOI]

Tianmin Shu

Song-Chun Zhu

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Budget-Aware Deep Semantic Video Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Unsupervised Video Summarization with Adversarial LSTM Networks.

[BibT_eX]

[DOI]

Michael Lam

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Fine-Grained Recognition as HSnet Search for Informative Image Parts.

[BibT_eX]

[DOI]

Michael Lam

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation.

[BibT_eX]

[DOI]

Sebastian Kaltwang

Maja Pantic

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Sum Product Networks for Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Modeling and Inferring Human Intents and Latent Functional Objects for Trajectory Prediction.

[BibT_eX]

[DOI]

CoRR, 2016

Approximate Policy Iteration for Budgeted Semantic Video Segmentation.

[BibT_eX]

[DOI]

CoRR, 2016

Beam search for learning a deep Convolutional Neural Network of 3D shapes.

[BibT_eX]

[DOI]

Xu Xu

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Context-regularized learning of fully convolutional networks for scene labeling.

[BibT_eX]

[DOI]

Longin Jan Latecki

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Modeling human-skeleton motion patterns using conditional deep Boltzmann machine.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Plant Image Segmentation and Annotation with Ontologies in BisQue.

[BibT_eX]

[DOI]

Proceedings of the Joint International Conference on Biological Ontology and BioCreative, 2016

The Planteome Project.

[BibT_eX]

[DOI]

Marie-Angélique Laporte

Proceedings of the Joint International Conference on Biological Ontology and BioCreative, 2016

A Multi-scale CNN for Affordance Segmentation in RGB Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Recurrent Temporal Deep Field for Semantic Video Labeling.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Monocular Depth Estimation Using Neural Regression Forest.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Regularizing Long Short Term Memory with 3D Human-Skeleton Sequences for Action Recognition.

[BibT_eX]

[DOI]

Christopher K. I. Williams

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Monocular Extraction of 2.1D Sketch Using Constrained Convex Optimization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Tree-Cut for Probabilistic Image Segmentation.

[BibT_eX]

[DOI]

Shell Xu Hu

CoRR, 2015

Semantic Segmentation of RGBD Images with Mutex Constraints.

[BibT_eX]

[DOI]

Zhuo Deng

Longin Jan Latecki

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

Joint inference of groups, events and human roles in aerial videos.

[BibT_eX]

[DOI]

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

ℋC-search for structured prediction in computer vision.

[BibT_eX]

[DOI]

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

Latent trees for estimating intensity of Facial Action Units.

[BibT_eX]

[DOI]

Sebastian Kaltwang

Maja Pantic

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

Person count localization in videos from noisy foreground and detections.

[BibT_eX]

[DOI]

Sheng Chen

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

2014

AISO: Annotation of Image Segments with Ontologies.

[BibT_eX]

[DOI]

J. Biomed. Semant., 2014

Play type recognition in real-world football video.

[BibT_eX]

[DOI]

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

HiRF: Hierarchical Random Field for Collective Activity Recognition in Videos.

[BibT_eX]

[DOI]

Mohamed Rabie Amer

Proceedings of the Computer Vision - ECCV 2014, 2014

Scene Labeling Using Beam Search under Mutex Constraints.

[BibT_eX]

[DOI]

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

Multi-object Tracking via Constrained Sequential Labeling.

[BibT_eX]

[DOI]

Sheng Chen

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

2013

Hough Forest Random Field for Object Recognition and Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

SLEDGE: Sequential Labeling of Image Edges for Boundary Detection.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2013

Learning to Detect Basal Tubules of Nematocysts in SEM Images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Zero-Shot Learning and Detection of Teeth in Images of Bat Skulls.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Inferring "Dark Matter" and "Dark Energy" from Videos.

[BibT_eX]

[DOI]

Dan Xie

Song-Chun Zhu

Proceedings of the IEEE International Conference on Computer Vision, 2013

Latent Multitask Learning for View-Invariant Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Monte Carlo Tree Search for Scheduling Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Detecting the Moment of Snap in Real-World Football Videos.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, 2013

Shape-Based Object Discovery in Images.

[BibT_eX]

[DOI]

Proceedings of the Shape Perception in Human and Computer Vision, 2013

2012

Towards recognizing "cool": can end users help computer vision recognize subjective attributes of objects in images?

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Human Activities as Stochastic Kronecker Graphs.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Sum-product networks for modeling activities with stochastic structure.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Video Painting with Space-Time-Varying Style Parameters.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2011

Editorial.

[BibT_eX]

[DOI]

Rama Chellappa

Int. J. Comput. Vis., 2011

PEL-CNF: Probabilistic event logic conjunctive normal form for video interpretation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Fine-grained categorization of fish motion patterns in underwater videos.

[BibT_eX]

[DOI]

Ioannis A. Kakadiaris

Lorenzo Ciannelli

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

From contours to 3D object detection and pose estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Learning spatiotemporal graphs of human activities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

A chains model for localizing participants of group activities in videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Scene shape from texture of objects.

[BibT_eX]

[DOI]

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

Probabilistic event logic for interval-based event recognition.

[BibT_eX]

[DOI]

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

Multiobject tracking as maximum weight independent set.

[BibT_eX]

[DOI]

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

2010

Local-Learning-Based Feature Selection for High-Dimensional Data Analysis.

[BibT_eX]

[DOI]

Steve Goodison

IEEE Trans. Pattern Anal. Mach. Intell., 2010

From Region Based Image Representation to Object Discovery and Recognition.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2010

(RF)^2 - Random Forest Random Field.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Segmentation as Maximum-Weight Independent Set.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Monocular Extraction of 2.1D Sketch.

[BibT_eX]

Raviv Raich

Proceedings of the International Conference on Image Processing, 2010

From a Set of Shapes to Object Discovery.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

Activities as Time Series of Human Postures.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

2009

Texel-based texture segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Video object segmentation by tracking regions.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Matching Hierarchies of Deformable Shapes.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

Dictionary-free categorization of very similar objects via stacked evidence trees.

[BibT_eX]

[DOI]

Gonzalo Martínez-Muñoz

Natalia Larios Delgado

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Unsupervised Category Modeling, Recognition, and Segmentation in Images.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Region-Based Hierarchical Image Matching.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2008

A Feature Selection Algorithm Capable of Handling Extremely Large Data Dimensionality.

[BibT_eX]

[DOI]

Steve Goodison

Proceedings of the SIAM International Conference on Data Mining, 2008

Scale-invariant region-based hierarchical imagematching.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Learning subcategory relevances for category recognition.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Connected Segmentation Tree - A joint representation of region layout and hierarchy.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Increasing the Robustness of Boosting Algorithms within the Linear-programming Framework.

[BibT_eX]

[DOI]

Jian Li

J. VLSI Signal Process., 2007

Unifying multi-class AdaBoost algorithms with binary base learners under the margin framework.

[BibT_eX]

[DOI]

Jian Li

Pattern Recognit. Lett., 2007

Interpretation of complex scenes using dynamic tree-structure Bayesian networks.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2007

Robust and efficient detection of DDoS attacks for large-scale internet.

[BibT_eX]

[DOI]

Comput. Networks, 2007

Learning the Taxonomy and Models of Categories Present in Arbitrary Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Extracting Texels in 2.1D Natural Textures.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006

Reducing the Overfitting of Adaboost by Controlling its Data Distribution Skewness.

[BibT_eX]

[DOI]

Jian Li

Int. J. Pattern Recognit. Artif. Intell., 2006

3D Texture Classification Using the Belief Net of a Segmentation Tree.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Extracting Subimages of an Unknown Category from a Set of Images.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Dynamic Trees for Unsupervised Segmentation and Matching of Image Regions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Unifying the error-correcting and output-code AdaBoost within the margin framework.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2005

2004

A vision system for intelligent mission profiles of micro air vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2004

Intelligent Missions for MAVs: Visual Contexts for Control, Tracking and Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Detection of Artificial Structures in Natural-Scene Images Using Dynamic Trees.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Towards Intelligent Mission Profiles of Micro Air Vehicles: Multiscale Viterbi Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2004

Interpretation of Complex Scenes Using Generative Dynamic-Structure Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003

Sky/ground modeling for autonomous MAV flight.

[BibT_eX]

[DOI]

Peter G. Ifju

Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Multiresolution linear discriminant analysis: efficient extraction of geometrical structures in images.

[BibT_eX]

[DOI]