| 2026 | MMM | AdSum: Two-Stream Audio-Visual Summarization for Automated Video Advertisement Clipping. | Wen Xie, Yanjun Zhu, Gijs Overgoor, Yakov Bart, Agata Lapedriza Garcia, Sarah Ostadabbas |
| 2026 | WACV | K-Track: Kalman-Enhanced Tracking for Accelerating Deep Point Trackers on Edge Devices. | Bishoy Galoaa, Pau Closas, Sarah Ostadabbas |
| 2026 | WACV | Overcoming Small Data Limitations in Video-Based Infant Respiration Estimation. | Liyang Song, Hardik Bishnoi, Sai Kumar Reddy Manne, Sarah Ostadabbas, Briana J. Taylor, Michael Wan |
| 2025 | ICML | More Than Meets the Eye: Enhancing Multi-Object Tracking Even with Prolonged Occlusions. | Bishoy Galoaa, Somaieh Amraee, Sarah Ostadabbas |
| 2025 | ICRA | Dual-Conditioned Temporal Diffusion Modeling for Driving Scene Generation. | Xiangyu Bai, Yedi Luo, Le Jiang, Sarah Ostadabbas |
| 2025 | WACV | Advancing Multi-Person Tracking for Autism Behavior Analysis: Challenges, Opportunities, and Future Directions in Clinical Settings. | Somaieh Amraee, Eva Blanco-Mallo, Deniz Erdogmus, Aston McCullough, Matthew S. Goodwin, Sarah Ostadabbas |
| 2025 | WACV | DragonTrack: Transformer-Enhanced Graphical Multi-Person Tracking in Complex Scenarios. | Bishoy Galoaa, Somaieh Amraee, Sarah Ostadabbas |
| 2025 | WACV | Infant Action Generative Modeling. | Xiaofei Huang, Elaheh Hatamimajoumerd, Amal Mathew, Sarah Ostadabbas |
| 2025 | WACV | Classification of Infant Sleep-Wake States from Natural Overnight In-Crib Sleep Videos. | Shayda Moezzi, Michael Wan, Sai Kumar Reddy Manne, Amal Mathew, Shaotong Zhu, Bishoy Galoaa, Elaheh Hatamimajoumerd, Emma C. Grace, Cassandra B. Rowan, Emily Zimmerman, Briana J. Taylor, Marie J. Hayes, Sarah Ostadabbas |
| 2024 | ICPR | Multimodal Drivers of Attention Interruption to Baby Product Video Ads. | Wen Xie, Lingfei Luan, Yanjun Zhu, Yakov Bart, Sarah Ostadabbas |
| 2024 | WACV | Multiple Toddler Tracking in Indoor Videos. | Somaieh Amraee, Bishoy Galoaa, Matthew S. Goodwin, Elaheh Hatamimajoumerd, Sarah Ostadabbas |
| 2024 | WACV | Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art. | Elaheh Hatamimajoumerd, Pooria Daneshvar Kakhaki, Xiaofei Huang, Lingfei Luan, Somaieh Amraee, Sarah Ostadabbas |
| 2023 | BMVC | Temporal-controlled Frame Swap for Generating High-Fidelity Stereo Driving Data for Autonomy Analysis. | Yedi Luo, Xiangyu Bai, Le Jiang, Aniket Gupta, Eric Mortin, Hanumant Singh, Sarah Ostadabbas |
| 2023 | CVPR | Posture-based Infant Action Recognition in the Wild with Very Limited Data. | Xiaofei Huang, Lingfei Luan, Elaheh Hatamimajoumerd, Michael Wan, Pooria Daneshvar Kakhaki, Rita Obeid, Sarah Ostadabbas |
| 2023 | ICASSP | An Evaluation Platform to Scope Performance of Synthetic Environments in Autonomous Ground Vehicles Simulation. | Xiangyu Bai, Le Jiang, Yedi Luo, Aniket Gupta, Pushyami Kaveti, Hanumant Singh, Sarah Ostadabbas |
| 2023 | MICCAI | Automatic Infant Respiration Estimation from Video: A Deep Flow-Based Algorithm and a Novel Public Benchmark. | Sai Kumar Reddy Manne, Shaotong Zhu, Sarah Ostadabbas, Michael Wan |
| 2023 | MICCAI | A Video-Based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants. | Shaotong Zhu, Michael Wan, Elaheh Hatamimajoumerd, Kashish Jain, Samuel Zlota, Cholpady Vikram Kamath, Cassandra B. Rowan, Emma C. Grace, Matthew S. Goodwin, Marie J. Hayes, Rebecca A. Schwartz-Mette, Emily Zimmerman, Sarah Ostadabbas |
| 2023 | WACV | Computer Vision to the Rescue: Infant Postural Symmetry Estimation from Incongruent Annotations. | Xiaofei Huang, Michael Wan, Lingfei Luan, Bethany Tunik, Sarah Ostadabbas |
| 2022 | BMVC | Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data. | Le Jiang, Shuangjun Liu, Xiangyu Bai, Sarah Ostadabbas |
| 2022 | ICPR | Appearance-Independent Pose-Based Posture Classification in Infants. | Xiaofei Huang, Shuangjun Liu, Michael Wan, Nihang Fu, David Li Pino, Bharath R. Modayur, Sarah Ostadabbas |
| 2022 | ICPR | InfAnFace: Bridging the Infant-Adult Domain Gap in Facial Landmark Estimation in the Wild. | Michael Wan, Shaotong Zhu, Lingfei Luan, Prateek Gulati, Xiaofei Huang, Rebecca Schwartz-Mette, Marie Hayes, Emily Zimmerman, Sarah Ostadabbas |
| 2021 | AAAI | Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting. | Amirreza Farnoosh, Bahar Azari, Sarah Ostadabbas |
| 2021 | ACSSC | A Graph-Based Dynamical Characterization and Inference in Hybrid BCIs. | Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Sarah Ostadabbas, Yalda Shahriari |
| 2021 | CVPR | An Efficient 3D Synthetic Model Generation Pipeline for Human Pose Data Augmentation. | Kathan Vyas, Le Jiang, Shuangjun Liu, Sarah Ostadabbas |
| 2020 | ECCV | G-LBM: Generative Low-Dimensional Background Model Estimation from Video Sequences. | Behnaz Rezaei, Amirreza Farnoosh, Sarah Ostadabbas |
| 2020 | ICPR | DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences. | Behnaz Rezaei, Amirreza Farnoosh, Sarah Ostadabbas |
| 2019 | CVPR | Infant Contact-less Non-Nutritive Sucking Pattern Quantification via Facial Gesture Analysis. | Xiaofei Huang, Alaina Martens, Emily Zimmerman, Sarah Ostadabbas |
| 2019 | MICCAI | Seeing Under the Cover: A Physics Guided Learning Approach for In-bed Pose Estimation. | Shuangjun Liu, Sarah Ostadabbas |
| 2018 | ECCV | Inner Space Preserving Generative Pose Machine. | Shuangjun Liu, Sarah Ostadabbas |
| 2018 | ECCV | A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines. | Shuangjun Liu, Sarah Ostadabbas |
| 2018 | IJCAI | Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. | Yu Yin, Mohsen Nabian, Sarah Ostadabbas |
| 2017 | ICASSP | Decoding emotional experiences through physiological signal processing. | Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akakaya, Sarah Ostadabbas |
| 2017 | ICASSP | Long-term non-contact tracking of caged rodents. | Behnaz Rezaei, Xiaofei Huang, Jason R. Yee, Sarah Ostadabbas |
| 2014 | FlAIRS | A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification. | Maziyar Baran Pouyan, Rasoul Yousefi, Sarah Ostadabbas, Mehrdad Nourani |
| 2012 | BIBE | Continuous plantar pressure modeling using sparse sensors. | Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo |