Somaieh Amraee

According to our database, Somaieh Amraee authored at least 15 papers between 2009 and 2026.

Collaborative distances:

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

2026

UniTrack: Differentiable Graph Representation Learning for Multi-Object Tracking.

Bishoy Galoaa, Xiangyu Bai, Utsav Nandi, Sai Siddhartha Vivek Dhir Rangoju, Somaieh Amraee, Sarah Ostadabbas

CoRR, February, 2026

Look Around and Pay Attention: Multi-Camera Point Tracking Reimagined with Transformers.

Bishoy Galoaa, Xiangyu Bai, Shayda Moezzi, Utsav Nandi, Sai Siddhartha Vivek Dhir Rangoju, Somaieh Amraee, Sarah Ostadabbas

Proceedings of the International Conference on 3D Visio, 2026

2025

Special issue 1251 editorial: computer vision with small data: a focus on human and animals transforming computer vision into equitable and impactful AI.

Sarah Ostadabbas, Somaieh Amraee, Elaheh Hatamimajoumerd, Michael Wan

Multim. Tools Appl., June, 2025

DragonTrack: Transformer-Enhanced Graphical Multi-Person Tracking in Complex Scenarios.

Bishoy Galoaa, Somaieh Amraee, Sarah Ostadabbas

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

More Than Meets the Eye: Enhancing Multi-Object Tracking Even with Prolonged Occlusions.

Bishoy Galoaa, Somaieh Amraee, Sarah Ostadabbas

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Multiple Toddler Tracking in Indoor Videos.

Somaieh Amraee, Bishoy Galoaa, Matthew S. Goodwin, Elaheh Hatamimajoumerd, Sarah Ostadabbas

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

2022

Analytical study of two feature extraction methods in comparison with deep learning methods for classification of small metal objects.

Somaieh Amraee, Maryam Chinipardaz, Mohammadali Charoosaei

Vis. Comput. Ind. Biomed. Art, 2022

Handwritten Logic Circuits Analysis Using the YOLO Network and a New Boundary Tracking Algorithm.

Somaieh Amraee, Maryam Chinipardaz, Mohammadali Charoosaei, Mohammad Amin Mirzaei

IEEE Access, 2022

2018

Abnormal event detection in crowded scenes using one-class SVM.

Somaieh Amraee, Abbas Vafaei, Kamal Jamshidi, Peyman Adibi

Signal Image Video Process., 2018

Anomaly detection and localization in crowded scenes using connected component analysis.

Somaieh Amraee, Abbas Vafaei, Kamal Jamshidi, Peyman Adibi

Multim. Tools Appl., 2018

2015

Use of symmetry in prediction-error field for lossless compression of 3D MRI images.

Nader Karimi, Shadrokh Samavi, Somaieh Amraee, Shahram Shirani

Multim. Tools Appl., 2015

2011

Compression of 3D MRI images based on symmetry in prediction-error field.

Somaieh Amraee, Nader Karimi, Shadrokh Samavi, Shahram Shirani

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

2009

A region based predictor for lossless compression of RNAi images.

Nader Karimi, Shadrokh Samavi, Shahram Shirani, Somaieh Amraee, Zahra Safaryazdi, Elham Mahmoodzadeh

Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009