A feature-based tracking algorithm for vehicles in intersections. - Nicolas Saunier; Tarek Sayed (CRV, 2006)

Clustering Vehicle Trajectories with Hidden Markov Models Application to Automated Traffic Safety Analysis. - Nicolas Saunier; Tarek Sayed (IJCNN, 2006)

Probabilistic Collision Prediction for Vision-Based Automated Road Safety Analysis. - Nicolas Saunier; Tarek Sayed; Clark Lim (ITSC, 2007)

Max-Margin Offline Pedestrian Tracking with Multiple Cues. - Bahman Yari Saeed Khanloo; Ferdinand Stefanus; Mani Ranjbar; Ze-Nian Li; Nicolas Saunier; Tarek Sayed; Greg Mori (CRV, 2010)

A large margin framework for single camera offline tracking with hybrid cues. - Bahman Yari Saeed Khanloo; Ferdinand Stefanus; Mani Ranjbar; Ze-Nian Li; Nicolas Saunier; Tarek Sayed; Greg Mori (Comput. Vis. Image Underst., 2012)

Florida International University - University of Miami TRECVID 2013. - Tao Meng; Guiru Zhao; Fausto C. Fleites; Miguel Gavidia; Tarek Sayed; Yang Liu; Mei-Ling Shyu; Hsin-Yu Ha; Shu-Ching Chen (TRECVID, 2013)

Multiple Instance Learning by Discriminative Training of Markov Networks. - Hossein Hajimirsadeghi; Jinling Li; Greg Mori; Mohamed H. Zaki; Tarek Sayed (UAI, 2013)

Classifying Road Users in Urban Scenes Using Movement Patterns. - Mohamed H. Zaki; Tarek Sayed; Greg Mori (J. Comput. Civ. Eng., 2013)

Florida International University - University of Miami TRECVID 2014. - Miguel Gavidia; Tarek Sayed; Yilin Yan; Quisha Zhu; Mei-Ling Shyu; Shu-Ching Chen; Hsin-Yu Ha; Ming Ma; Winnie Chen; Tiffany Chen (TRECVID, 2014)

Florida International University - University of Miami TRECVID 2015. - Yilin Yan; Miguel Gavidia; Tarek Sayed; Hsin-Yu Ha; Mei-Ling Shyu; Shu-Ching Chen; Winnie Chen; Tiffany Chen (TRECVID, 2015)

A Methodology for the Microscopic Calibration of Agent-Based Pedestrian Simulation Models. - Mohamed Hussein; Tarek Sayed (ITSC, 2018)

Automated Analysis of Pedestrian Group Behavior in Urban Settings. - Mohamed H. Zaki; Tarek Sayed (IEEE Trans. Intell. Transp. Syst., 2018)

Do Simulated Traffic Conflicts Predict Crashes? An Investigation Using the Extreme Value Approach. - Lai Zheng; Tarek Sayed; Mohamed Essa; Yanyong Guo (ITSC, 2019)

Real-Time Safety Optimization of Connected Vehicle Trajectories Using Reinforcement Learning. - Tarek Ghoul; Tarek Sayed (Sensors, 2021)

An extreme value theory based approach for calibration of microsimulation models for safety analysis. - Yanyong Guo; Tarek Sayed; Lai Zheng; Mohamed Essa (Simul. Model. Pract. Theory, 2021)

Do road users play Nash Equilibrium? A comparison between Nash and Logistic stochastic Equilibriums for multiagent modeling of road user interactions in shared spaces. - Rushdi Alsaleh; Tarek Sayed (Expert Syst. Appl., 2022)

Modeling Motorcyclist-Pedestrian Near Misses: A Multiagent Adversarial Inverse Reinforcement Learning Approach. - Gabriel Lanzaro; Tarek Sayed; Rushdi Alsaleh (J. Comput. Civ. Eng., 2022)

Comparing the Crash Risk of Vehicle-Pedestrian Interactions using Autonomous Vehicle Data. - Gabriel Lanzaro; Chuanyun Fu; Tarek Sayed (IV, 2023)

Enforcing Traffic Safety: A Deep Learning Approach for Detecting Motorcyclists' Helmet Violations Using YOLOv8 and Deep Convolutional Generative Adversarial Network-Generated Images. - Maged Shoman; Tarek Ghoul; Gabriel Lanzaro; Tala Alsharif; Suliman A. Gargoum; Tarek Sayed (Algorithms, 2024)

Evaluating driver-pedestrian interaction behavior in different environments via Markov-game-based inverse reinforcement learning. - Gabriel Lanzaro; Tarek Sayed (Expert Syst. Appl., 2025)