Multiresolution linear discriminant analysis: efficient extraction of geometrical structures in images. - Sinisa Todorovic; Michael C. Nechyba (ICIP (1), 2003)

Sky/ground modeling for autonomous MAV flight. - Sinisa Todorovic; Michael C. Nechyba; Peter G. Ifju (ICRA, 2003)

Interpretation of Complex Scenes Using Generative Dynamic-Structure Models. - Sinisa Todorovic; Michael C. Nechyba (CVPR Workshops, 2004)

Towards Intelligent Mission Profiles of Micro Air Vehicles: Multiscale Viterbi Classification. - Sinisa Todorovic; Michael C. Nechyba (ECCV (2), 2004)

Detection of Artificial Structures in Natural-Scene Images Using Dynamic Trees. - Sinisa Todorovic; Michael C. Nechyba (ICPR (1), 2004)

Intelligent Missions for MAVs: Visual Contexts for Control, Tracking and Recognition. - Sinisa Todorovic; Michael C. Nechyba (ICRA, 2004)

A vision system for intelligent mission profiles of micro air vehicles. - Sinisa Todorovic; Michael C. Nechyba (IEEE Trans. Veh. Technol., 2004)

Unifying the error-correcting and output-code AdaBoost within the margin framework. - Yijun Sun; Sinisa Todorovic; Jian Li; Dapeng Wu 001 (ICML, 2005)

Dynamic Trees for Unsupervised Segmentation and Matching of Image Regions. - Sinisa Todorovic; Michael C. Nechyba (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Extracting Subimages of an Unknown Category from a Set of Images. - Sinisa Todorovic; Narendra Ahuja (CVPR (1), 2006)

3D Texture Classification Using the Belief Net of a Segmentation Tree. - Sinisa Todorovic; Narendra Ahuja (ICPR (4), 2006)

Reducing the Overfitting of Adaboost by Controlling its Data Distribution Skewness. - Yijun Sun; Sinisa Todorovic; Jian Li (Int. J. Pattern Recognit. Artif. Intell., 2006)

Extracting Texels in 2.1D Natural Textures. - Narendra Ahuja; Sinisa Todorovic (ICCV, 2007)

Learning the Taxonomy and Models of Categories Present in Arbitrary Images. - Narendra Ahuja; Sinisa Todorovic (ICCV, 2007)

Robust and efficient detection of DDoS attacks for large-scale internet. - Kejie Lu; Dapeng Wu 001; Jieyan Fan; Sinisa Todorovic; Antonio Nucci (Comput. Networks, 2007)

Interpretation of complex scenes using dynamic tree-structure Bayesian networks. - Sinisa Todorovic; Michael C. Nechyba (Comput. Vis. Image Underst., 2007)

Unifying multi-class AdaBoost algorithms with binary base learners under the margin framework. - Yijun Sun; Sinisa Todorovic; Jian Li (Pattern Recognit. Lett., 2007)

Increasing the Robustness of Boosting Algorithms within the Linear-programming Framework. - Yijun Sun; Sinisa Todorovic; Jian Li (J. VLSI Signal Process., 2007)

Connected Segmentation Tree - A joint representation of region layout and hierarchy. - Narendra Ahuja; Sinisa Todorovic (CVPR, 2008)

Learning subcategory relevances for category recognition. - Sinisa Todorovic; Narendra Ahuja (CVPR, 2008)

Scale-invariant region-based hierarchical imagematching. - Sinisa Todorovic; Narendra Ahuja (ICPR, 2008)

A Feature Selection Algorithm Capable of Handling Extremely Large Data Dimensionality. - Yijun Sun; Sinisa Todorovic; Steve Goodison (SDM, 2008)

Region-Based Hierarchical Image Matching. - Sinisa Todorovic; Narendra Ahuja (Int. J. Comput. Vis., 2008)

Unsupervised Category Modeling, Recognition, and Segmentation in Images. - Sinisa Todorovic; Narendra Ahuja (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Dictionary-free categorization of very similar objects via stacked evidence trees. - Gonzalo Martínez-Muñoz; Natalia Larios Delgado; Eric N. Mortensen; Wei Zhang 014; Asako Yamamuro; Robert Paasch; Nadia Payet; David A. Lytle; Linda G. Shapiro; Sinisa Todorovic; Andrew Moldenke; Thomas G. Dietterich (CVPR, 2009)

Matching Hierarchies of Deformable Shapes. - Nadia Payet; Sinisa Todorovic (GbRPR, 2009)

Video object segmentation by tracking regions. - William Brendel; Sinisa Todorovic (ICCV, 2009)

Texel-based texture segmentation. - Sinisa Todorovic; Narendra Ahuja (ICCV, 2009)

Activities as Time Series of Human Postures. - William Brendel; Sinisa Todorovic (ECCV (2), 2010)

From a Set of Shapes to Object Discovery. - Nadia Payet; Sinisa Todorovic (ECCV (5), 2010)

Monocular Extraction of 2.1D Sketch. - Mohamed R. Amer; Raviv Raich; Sinisa Todorovic (ICIP, 2010)

Segmentation as Maximum-Weight Independent Set. - William Brendel; Sinisa Todorovic (NIPS, 2010)

(RF)^2 - Random Forest Random Field. - Nadia Payet; Sinisa Todorovic (NIPS, 2010)

From Region Based Image Representation to Object Discovery and Recognition. - Narendra Ahuja; Sinisa Todorovic (SSPR/SPR, 2010)

Local-Learning-Based Feature Selection for High-Dimensional Data Analysis. - Yijun Sun; Sinisa Todorovic; Steve Goodison (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Multiobject tracking as maximum weight independent set. - William Brendel; Mohamed R. Amer; Sinisa Todorovic (CVPR, 2011)

Probabilistic event logic for interval-based event recognition. - William Brendel; Alan Fern; Sinisa Todorovic (CVPR, 2011)

Scene shape from texture of objects. - Nadia Payet; Sinisa Todorovic (CVPR, 2011)

A chains model for localizing participants of group activities in videos. - Mohamed R. Amer; Sinisa Todorovic (ICCV, 2011)

Learning spatiotemporal graphs of human activities. - William Brendel; Sinisa Todorovic (ICCV, 2011)

From contours to 3D object detection and pose estimation. - Nadia Payet; Sinisa Todorovic (ICCV, 2011)

Fine-grained categorization of fish motion patterns in underwater videos. - Mohamed R. Amer; Emil Bilgazyev; Sinisa Todorovic; Shishir K. Shah; Ioannis A. Kakadiaris; Lorenzo Ciannelli (ICCV Workshops, 2011)

PEL-CNF: Probabilistic event logic conjunctive normal form for video interpretation. - Joseph Selman; Mohamed R. Amer; Alan Fern; Sinisa Todorovic (ICCV Workshops, 2011)

Editorial. - Sinisa Todorovic; Rama Chellappa (Int. J. Comput. Vis., 2011)

Video Painting with Space-Time-Varying Style Parameters. - Mizuki Kagaya; William Brendel; Qingqing Deng; Todd Kesterson; Sinisa Todorovic; Patrick J. Neill; Eugene Zhang (IEEE Trans. Vis. Comput. Graph., 2011)

Sum-product networks for modeling activities with stochastic structure. - Mohamed R. Amer; Sinisa Todorovic (CVPR, 2012)

Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition. - Mohamed R. Amer; Dan Xie; Mingtian Zhao; Sinisa Todorovic; Song Chun Zhu (ECCV (4), 2012)

Human Activities as Stochastic Kronecker Graphs. - Sinisa Todorovic (ECCV (2), 2012)

Towards recognizing "cool": can end users help computer vision recognize subjective attributes of objects in images? - William Curran; Travis Moore; Todd Kulesza; Weng-Keen Wong; Sinisa Todorovic; Simone Stumpf; Rachel White; Margaret M. Burnett (IUI, 2012)

Shape-Based Object Discovery in Images. - Sinisa Todorovic; Nadia Payet (Shape Perception in Human and Computer Vision, 2013)

Detecting the Moment of Snap in Real-World Football Videos. - Behrooz Mahasseni; Sheng Chen; Alan Fern; Sinisa Todorovic (IAAI, 2013)

Monte Carlo Tree Search for Scheduling Activity Recognition. - Mohamed R. Amer; Sinisa Todorovic; Alan Fern; Song-Chun Zhu (ICCV, 2013)

Latent Multitask Learning for View-Invariant Action Recognition. - Behrooz Mahasseni; Sinisa Todorovic (ICCV, 2013)

Inferring "Dark Matter" and "Dark Energy" from Videos. - Dan Xie; Sinisa Todorovic; Song-Chun Zhu (ICCV, 2013)

Zero-Shot Learning and Detection of Teeth in Images of Bat Skulls. - Xu Hu; Michael Lam; Sinisa Todorovic; Thomas G. Dietterich; Maureen A. OLeary; Andrea L. Cirranello; Nancy B. Simmons; Paúl M. Velazco (ICCV Workshops, 2013)

Learning to Detect Basal Tubules of Nematocysts in SEM Images. - Michael Lam; Janardhan Rao Doppa; Xu Hu; Sinisa Todorovic; Thomas G. Dietterich; Abigail Reft; Marymegan Daly (ICCV Workshops, 2013)

SLEDGE: Sequential Labeling of Image Edges for Boundary Detection. - Nadia Payet; Sinisa Todorovic (Int. J. Comput. Vis., 2013)

Hough Forest Random Field for Object Recognition and Segmentation. - Nadia Payet; Sinisa Todorovic (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Multi-object Tracking via Constrained Sequential Labeling. - Sheng Chen; Alan Fern; Sinisa Todorovic (CVPR, 2014)

Scene Labeling Using Beam Search under Mutex Constraints. - Anirban Roy; Sinisa Todorovic (CVPR, 2014)

HiRF: Hierarchical Random Field for Collective Activity Recognition in Videos. - Mohamed Rabie Amer; Peng Lei; Sinisa Todorovic (ECCV (6), 2014)

Play type recognition in real-world football video. - Sheng Chen; Zhongyuan Feng; Qingkai Lu; Behrooz Mahasseni; Trevor Fiez; Alan Fern; Sinisa Todorovic (WACV, 2014)

AISO: Annotation of Image Segments with Ontologies. - Nikhil Lingutla; Justin Preece; Sinisa Todorovic; Laurel Cooper; Laura Moore; Pankaj Jaiswal (J. Biomed. Semant., 2014)

Person count localization in videos from noisy foreground and detections. - Sheng Chen; Alan Fern; Sinisa Todorovic (CVPR, 2015)

Latent trees for estimating intensity of Facial Action Units. - Sebastian Kaltwang; Sinisa Todorovic; Maja Pantic (CVPR, 2015)

ℋC-search for structured prediction in computer vision. - Michael Lam; Janardhan Rao Doppa; Sinisa Todorovic; Thomas G. Dietterich (CVPR, 2015)

Joint inference of groups, events and human roles in aerial videos. - Tianmin Shu; Dan Xie; Brandon Rothrock; Sinisa Todorovic; Song-Chun Zhu (CVPR, 2015)

Semantic Segmentation of RGBD Images with Mutex Constraints. - Zhuo Deng; Sinisa Todorovic; Longin Jan Latecki (ICCV, 2015)

Tree-Cut for Probabilistic Image Segmentation. - Shell Xu Hu; Christopher K. I. Williams; Sinisa Todorovic (CoRR, 2015)

Monocular Extraction of 2.1D Sketch Using Constrained Convex Optimization. - Mohamed R. Amer; Siavash Yousefi; Raviv Raich; Sinisa Todorovic (Int. J. Comput. Vis., 2015)

Regularizing Long Short Term Memory with 3D Human-Skeleton Sequences for Action Recognition. - Behrooz Mahasseni; Sinisa Todorovic (CVPR, 2016)

Monocular Depth Estimation Using Neural Regression Forest. - Anirban Roy; Sinisa Todorovic (CVPR, 2016)

Recurrent Temporal Deep Field for Semantic Video Labeling. - Peng Lei; Sinisa Todorovic (ECCV (5), 2016)

A Multi-scale CNN for Affordance Segmentation in RGB Images. - Anirban Roy; Sinisa Todorovic (ECCV (4), 2016)

The Planteome Project. - Laurel Cooper; Austin Meier; Justin Elser; Justin Preece; Xu Xu; Ryan Kitchen; Botong Qu; Eugene Zhang; Sinisa Todorovic; Pankaj Jaiswal; Marie-Angélique Laporte; Elizabeth Arnaud; et al. (ICBO/BioCreative, 2016)

Plant Image Segmentation and Annotation with Ontologies in BisQue. - Justin Preece; Justin Elser; Pankaj Jaiswal; Kristian Kvilekval; Dmitry V. Fedorov; B. S. Manjunath; Ryan Kitchen; Xu Xu; Dmitrios Trigkakis; Sinisa Todorovic; Seth Carbon (ICBO/BioCreative, 2016)

Modeling human-skeleton motion patterns using conditional deep Boltzmann machine. - Peng Lei; Sinisa Todorovic (ICPR, 2016)

Context-regularized learning of fully convolutional networks for scene labeling. - Anirban Roy; Sinisa Todorovic; Longin Jan Latecki (ICPR, 2016)

Beam search for learning a deep Convolutional Neural Network of 3D shapes. - Xu Xu; Sinisa Todorovic (ICPR, 2016)

Approximate Policy Iteration for Budgeted Semantic Video Segmentation. - Behrooz Mahasseni; Sinisa Todorovic; Alan Fern (CoRR, 2016)

Modeling and Inferring Human Intents and Latent Functional Objects for Trajectory Prediction. - Dan Xie; Tianmin Shu; Sinisa Todorovic; Song-Chun Zhu (CoRR, 2016)

Sum Product Networks for Activity Recognition. - Mohamed R. Amer; Sinisa Todorovic (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation. - Sebastian Kaltwang; Sinisa Todorovic; Maja Pantic (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Fine-Grained Recognition as HSnet Search for Informative Image Parts. - Michael Lam; Behrooz Mahasseni; Sinisa Todorovic (CVPR, 2017)

Unsupervised Video Summarization with Adversarial LSTM Networks. - Behrooz Mahasseni; Michael Lam; Sinisa Todorovic (CVPR, 2017)

Budget-Aware Deep Semantic Video Segmentation. - Behrooz Mahasseni; Sinisa Todorovic; Alan Fern (CVPR, 2017)

Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation. - Anirban Roy; Sinisa Todorovic (CVPR, 2017)

CERN: Confidence-Energy Recurrent Network for Group Activity Recognition. - Tianmin Shu; Sinisa Todorovic; Song-Chun Zhu (CVPR, 2017)

Joint Spatio-Temporal Boundary Detection and Boundary Flow Prediction with a Fully Convolutional Siamese Network. - Peng Lei; Fuxin Li; Sinisa Todorovic (CoRR, 2017)

Unsupervised object region proposals for RGB-D indoor scenes. - Zhuo Deng; Sinisa Todorovic; Longin Jan Latecki (Comput. Vis. Image Underst., 2017)

Detecting sudden moving objects in a series of digital images with different exposure times. - Hamid Mahmoudabadi; Michael J. Olsen; Sinisa Todorovic (Comput. Vis. Image Underst., 2017)

AFEW-VA database for valence and arousal estimation in-the-wild. - Jean Kossaifi; Georgios Tzimiropoulos; Sinisa Todorovic; Maja Pantic (Image Vis. Comput., 2017)

Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion. - Peng Lei; Fuxin Li; Sinisa Todorovic (CVPR, 2018)

Temporal Deformable Residual Networks for Action Segmentation in Videos. - Peng Lei; Sinisa Todorovic (CVPR, 2018)

Planteome & BisQue: Automating Image Annotation with Ontologies using Deep-Learning Networks. - Dimitrios Trigkakis; Justin Preece; Austin Meier; Justin Elser; Kristian Kvilekval; Dmitry V. Fedorov; B. S. Manjunath; Pankaj Jaiswal; Sinisa Todorovic (ICBO, 2018)

Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs. - Anirban Roy; Sinisa Todorovic (ICPR, 2018)

The Planteome database: an integrated resource for reference ontologies, plant genomics and phenomics. - Laurel Cooper; Austin Meier; Marie-Angélique Laporte; Justin Elser; Chris Mungall; Brandon T. Sinn; Dario Cavaliere; Seth Carbon; Nathan A. Dunn; Barry Smith 001; Botong Qu; Justin Preece; et al. (Nucleic Acids Res., 2018)

Learning and Inferring "Dark Matter" and Predicting Human Intents and Trajectories in Videos. - Dan Xie; Tianmin Shu; Sinisa Todorovic; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Explainable AI as Collaborative Task Solving. - Arjun R. Akula; Changsong Liu; Sinisa Todorovic; Joyce Y. Chai; Song-Chun Zhu (CVPR Workshops, 2019)

Natural Language Interaction with Explainable AI Models. - Arjun R. Akula; Sinisa Todorovic; Joyce Y. Chai; Song-Chun Zhu (CVPR Workshops, 2019)

Ensemble Deep Manifold Similarity Learning Using Hard Proxies. - Nicolas Aziere; Sinisa Todorovic (CVPR, 2019)

Weakly Supervised Energy-Based Learning for Action Segmentation. - Jun Li 098; Peng Lei; Sinisa Todorovic (ICCV, 2019)

Feature Weighting and Boosting for Few-Shot Segmentation. - Khoi Nguyen 001; Sinisa Todorovic (ICCV, 2019)

X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust. - Arjun R. Akula; Changsong Liu; Sari Saba-Sadiya; Hongjing Lu; Sinisa Todorovic; Joyce Y. Chai; Song-Chun Zhu (CoRR, 2019)

Set-Constrained Viterbi for Set-Supervised Action Segmentation. - Jun Li 098; Sinisa Todorovic (CVPR, 2020)

Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform. - Jun Li 098; Fuxin Li; Sinisa Todorovic (ICLR, 2020)

A Self-supervised GAN for Unsupervised Few-shot Object Recognition. - Khoi Nguyen 001; Sinisa Todorovic (ICPR, 2020)

Anchor-Constrained Viterbi for Set-Supervised Action Segmentation. - Jun Li 098; Sinisa Todorovic (CVPR, 2021)

Action Shuffle Alternating Learning for Unsupervised Action Segmentation. - Jun Li 098; Sinisa Todorovic (CVPR, 2021)

FAPIS: A Few-Shot Anchor-Free Part-Based Instance Segmenter. - Khoi Nguyen 001; Sinisa Todorovic (CVPR, 2021)

A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation. - Khoi Nguyen 001; Sinisa Todorovic (ICCV, 2021)

CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models. - Arjun R. Akula; Keze Wang; Changsong Liu; Sari Saba-Sadiya; Hongjing Lu; Sinisa Todorovic; Joyce Chai; Song-Chun Zhu (CoRR, 2021)

DESTR: Object Detection with Split Transformer. - Liqiang He; Sinisa Todorovic (CVPR, 2022)

iFS-RCNN: An Incremental Few-shot Instance Segmenter. - Khoi Nguyen 001; Sinisa Todorovic (CVPR, 2022)

Multistage temporal convolution transformer for action segmentation. - Nicolas Aziere; Sinisa Todorovic (Image Vis. Comput., 2022)

A polar-edge context-aware (PECA) network for mirror segmentation. - Liqiang He; Lu Xia; Jiajia Luo; Ke Zhang; Yuyin Sun; Nan Qiao 009; Cheng-Hao Kuo; Sinisa Todorovic (Image Vis. Comput., 2022)

Markov Game Video Augmentation for Action Segmentation. - Nicolas Aziere; Sinisa Todorovic (ICCV, 2023)

Bidirectional Alignment for Domain Adaptive Detection with Transformers. - Liqiang He; Wei Wang; Albert Chen 001; Min Sun 001; Cheng-Hao Kuo; Sinisa Todorovic (ICCV, 2023)

Attention Decomposition for Cross-Domain Semantic Segmentation. - Liqiang He; Sinisa Todorovic (ECCV (14), 2024)

Infants' Developing Environment: Integration of Computer Vision and Human Annotation to Quantify where Infants Go, what They Touch, and what They See. - Danyang Han; Nicolas Aziere; Tieqiao Wang; Ori Ossmy; Ajay Krishna 003; Hanzhi Wang 005; Ruiting Shen; Sinisa Todorovic; Karen E. Adolph (ICDL, 2024)

Infant Gait Modifications: Integration of Computer Vision with Human Annotation Provides Accurate Step Classification and Location as Infants Navigate Varied Terrain. - Christina M. Hospodar; Tieqiao Wang; Yasmine Elasmar; Sinisa Todorovic; Karen E. Adolph (ICDL, 2024)

A Computer-Vision Approach for Testing Developmental Changes in Object Manipulation. - Ajay Krishna 003; Brianna E. Kaplan; Juliette Pope; Sinisa Todorovic; Karen E. Adolph; Ori Ossmy (ICDL, 2024)

A Dataset for Semantic and Instance Segmentation of Modern Fruit Orchards. - Tieqiao Wang; Abhinav Jain; Liqiang He; Cindy Grimm; Sinisa Todorovic (CVPR Workshops, 2025)

End-to-End Action Segmentation Transformer. - Tieqiao Wang; Sinisa Todorovic (CoRR, 2025)

Unpaired Image-to-Image Translation for Segmentation and Signal Unmixing. - Nikola Andrejic; Milica Spasic; Igor Mihajlovic; Petra Milosavljevic; Djordje Pavlovic; Filip Milisavljevic; Uros Milivojevic; Danilo Delibasic; Ivana Mikic; Sinisa Todorovic (CoRR, 2025)